{"id":20974,"date":"2022-04-11T21:51:25","date_gmt":"2022-04-11T13:51:25","guid":{"rendered":"https:\/\/www.fst.um.edu.mo\/personal\/?page_id=20974"},"modified":"2025-09-29T16:11:49","modified_gmt":"2025-09-29T08:11:49","slug":"research","status":"publish","type":"page","link":"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/research\/","title":{"rendered":"Research"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"20974\" class=\"elementor elementor-20974\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ed8b865 elementor-section-stretched elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"ed8b865\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1ef5b30\" data-id=\"1ef5b30\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-258657a elementor-widget elementor-widget-image\" data-id=\"258657a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"301\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/UM-logo.png\" class=\"attachment-full size-full wp-image-1706\" alt=\"\" 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height=\"120\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/FST-logo.png\" class=\"attachment-full size-full wp-image-1704\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/FST-logo.png 501w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/FST-logo-300x72.png 300w\" sizes=\"(max-width: 501px) 100vw, 501px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-9d8bda2\" data-id=\"9d8bda2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e6068f8 elementor-widget elementor-widget-image\" data-id=\"e6068f8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"834\" height=\"120\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/SKLIOTSC-Logo.png\" class=\"attachment-full size-full wp-image-1705\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/SKLIOTSC-Logo.png 834w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/SKLIOTSC-Logo-300x43.png 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/SKLIOTSC-Logo-768x111.png 768w\" sizes=\"(max-width: 834px) 100vw, 834px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ebdc00d elementor-section-content-space-between elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ebdc00d\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ea42d2c\" data-id=\"ea42d2c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-333aa86\" data-id=\"333aa86\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bc431c elementor-icon-list--layout-inline elementor-align-right elementor-hidden-phone elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3bc431c\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Home<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/biography\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Biography<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/research\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Research<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/achievement\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">achievement<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/group\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Group<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/misc\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Misc<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6742f2d elementor-align-right elementor-mobile-align-center elementor-hidden-desktop elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"6742f2d\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Home<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/biography\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Biography<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/research\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Research<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/group\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Group<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Misc<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-90725e4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"90725e4\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d5bb19\" data-id=\"5d5bb19\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b5e6d4f elementor-widget elementor-widget-heading\" data-id=\"b5e6d4f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Research Thrusts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-091036a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"091036a\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e162540\" data-id=\"e162540\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-aa50a88 elementor-widget elementor-widget-heading\" data-id=\"aa50a88\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Machine learning in geotechnical engineering<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-a34ac77 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a34ac77\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-18d7501\" data-id=\"18d7501\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fb51fc3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"fb51fc3\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-62b0e4d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62b0e4d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e1ef1c2\" data-id=\"e1ef1c2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c779428 elementor-widget elementor-widget-image\" data-id=\"c779428\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"524\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-1024x838.png\" class=\"attachment-large size-large wp-image-20907\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-1024x838.png 1024w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-300x245.png 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-768x628.png 768w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-1536x1256.png 1536w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-2048x1675.png 2048w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/7-1568x1283.png 1568w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb252dd elementor-widget elementor-widget-heading\" data-id=\"cb252dd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">The cross-section of 3D stratigraphic uncertainty model<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7dbbc4e\" data-id=\"7dbbc4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-09fc9d7 elementor-widget elementor-widget-heading\" data-id=\"09fc9d7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Uncertainty stratigraphic modelling in 3D geological model <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8579d9 elementor-widget elementor-widget-text-editor\" data-id=\"b8579d9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The research focuses on the explanation of 3D geological stratigraphy with borehole data. we propose a physics-based framework with the concept of random field to measure the stratigraphic uncertainty with information entropy considering site-specific borehole information. The Scale of Fluctuation (SoF) are calibrated to the stratum thickness, to ensure the accuracy of probability distribution given by the Gaussian autocorrelation function. The entropy model is verified to improve its adaptability in practical projects in both 2D and 3D scenarios.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8094c60 elementor-widget elementor-widget-text-editor\" data-id=\"8094c60\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: Yan Wei<\/strong><\/p><p><strong>Related Publication<\/strong>: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0013795225000924\">Paper1<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2949929124000871\">Paper2<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1674775524005985\">Paper3<\/a>, <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10064-024-03677-y\">Paper4<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0013795223002533\">Paper5<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0266352X2300037X\">Paper6<\/a>, <a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/17499518.2023.2169941\">Paper7<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b09b8e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4b09b8e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-5079e22 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5079e22\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-68fc4ec\" data-id=\"68fc4ec\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ddfa6dc elementor-widget elementor-widget-image\" data-id=\"ddfa6dc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"501\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-1024x801.jpg\" class=\"attachment-large size-large wp-image-20899\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-1024x801.jpg 1024w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-300x235.jpg 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-768x601.jpg 768w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-1536x1202.jpg 1536w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-2048x1602.jpg 2048w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/1-1568x1227.jpg 1568w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e40d99 elementor-widget elementor-widget-heading\" data-id=\"7e40d99\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Flowchart of the settlement analysis of immersed tunnel with physics-informed machine learning method<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8c60e45\" data-id=\"8c60e45\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78f5871 elementor-widget elementor-widget-heading\" data-id=\"78f5871\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Physics-informed machine learning for settlement analysis for the immersed tunnel<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c813ac7 elementor-widget elementor-widget-text-editor\" data-id=\"c813ac7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In the service period of an immersed tunnel, large differential settlement may lead to some serious safety hazards. Generally, the settlement prediction faces several uncertainties, including the complex stratigraphic distribution problem, errors of measurement, etc. To against those difficulties, a physics-informed machine learning method was used to analyze the foundation modulus distribution of a tunnel through a multi-beam model, to predict its settlement.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6886332 elementor-widget elementor-widget-text-editor\" data-id=\"6886332\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member<\/strong>: He Shu-yu<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-6fd57b0 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6fd57b0\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-ddad1e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ddad1e9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-bf0d3bd\" data-id=\"bf0d3bd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5c7b787 elementor-widget elementor-widget-image\" data-id=\"5c7b787\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"382\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/3.png\" class=\"attachment-large size-large wp-image-20901\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/3.png 914w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/3-300x179.png 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/3-768x459.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7dd1c93 elementor-widget elementor-widget-heading\" data-id=\"7dd1c93\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Updating soil parameters using field observations of braced excavations<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-91b56d6\" data-id=\"91b56d6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-99931ae elementor-widget elementor-widget-image\" data-id=\"99931ae\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"595\" height=\"456\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/4.jpg\" class=\"attachment-large size-large wp-image-20902\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/4.jpg 595w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/4-300x230.jpg 300w\" sizes=\"(max-width: 595px) 100vw, 595px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d40fb0 elementor-widget elementor-widget-heading\" data-id=\"8d40fb0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Probability distribution function of predicted settlement<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-0b3c1e3\" data-id=\"0b3c1e3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c0955a8 elementor-widget elementor-widget-heading\" data-id=\"c0955a8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Bayesian probability theory in geotechnical engineering<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9717d6b elementor-widget elementor-widget-text-editor\" data-id=\"9717d6b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Bayesian probabilistic theory has been applied in numerous geotechnical problems to perform model selection, parameters update and uncertainty quantification, aiming to improve the prediction accuracy and provide the basis for a reliability analysis. For example, selecting the most plausible\/suitable creep model of soft soil using laboratory measurements, updating the soil parameters using observed wall deflection of braced excavations, etc.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a57e295 elementor-widget elementor-widget-text-editor\" data-id=\"a57e295\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: Tang Cong<\/strong><\/p><p><strong>Related Publication<\/strong>: <a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-981-15-9105-1?noAccess=true\">Paper1<\/a>, <a href=\"https:\/\/link.springer.com\/book\/10.1007\/978-981-15-9105-1?noAccess=true\">Paper2<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-38998e0 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"38998e0\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-fe96828 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fe96828\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9c4f680\" data-id=\"9c4f680\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-276fcb3 elementor-widget elementor-widget-heading\" data-id=\"276fcb3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Intelligent Prediction of Tunneling-Induced Settlement Using Interpretable Models<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0039941 elementor-widget elementor-widget-text-editor\" data-id=\"0039941\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>With the limited land space, underground metro tunnel projects have been widely implemented to ease the ever-growing traffic demands in urban areas. The surface settlement, which is inevitable during tunneling, can threaten existing buildings and structures. Due to many influential factors, analysis of tunneling-induced settlement is a cumbersome task using empirical, analytical, or numerical methods. We aim to build accurate and interpretable models to predict tunneling-induced settlement based on advanced machine learning (ML) techniques.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d8a940 elementor-widget elementor-widget-text-editor\" data-id=\"8d8a940\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: K.K. Pabodha M.Kannangara<\/strong><\/p><p><strong>Related Publication<\/strong>: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1674775522000294\">Paper1<\/a>, <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2467967421000398\">Paper2<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-c3b2675\" data-id=\"c3b2675\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-be3c770 elementor-widget elementor-widget-image\" data-id=\"be3c770\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"290\" height=\"202\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/cp-1.jpg\" class=\"attachment-large size-large wp-image-20983\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-276facb elementor-widget elementor-widget-heading\" data-id=\"276facb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Comparison of prediction results for training and testing data<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-ffdf020\" data-id=\"ffdf020\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e340b77 elementor-widget elementor-widget-image\" data-id=\"e340b77\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"287\" height=\"203\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/cp-2.jpg\" class=\"attachment-large size-large wp-image-20984\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88bfa52 elementor-widget elementor-widget-heading\" data-id=\"88bfa52\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Global feature importance analysis using SHAP method<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5c1c01 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"c5c1c01\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-2c7805e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c7805e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7fb3688\" data-id=\"7fb3688\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5432fa0 elementor-widget elementor-widget-heading\" data-id=\"5432fa0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Physics-guided Machine Learning<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d14b39f elementor-widget elementor-widget-text-editor\" data-id=\"d14b39f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Accurate calculation or prediction of key parameters\u2019 variation in a complicated system is significant. A physics-guided genetic programming (PGGP) method is proposed to better calculation or prediction of field-monitored key parameters\u2019 variation under the influence of multiple factors. The computational model can be established to explicitly depict the relationships among different parameters. The error analysis and uncertainty analysis are employed to evaluate the behavior of the obtained model, and the global sensitivity analysis and parametric study are performed to further reveal the parameter\u2019s importance and interaction mechanism between influential parameters.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2666c8 elementor-widget elementor-widget-text-editor\" data-id=\"a2666c8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: Cheng Zhi-liang<\/strong><\/p><p><strong>Related Publication<\/strong>: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1674775522000622\">Paper1<\/a>, <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s11440-021-01211-y\">Paper2<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-e2793ac\" data-id=\"e2793ac\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e995e5 elementor-widget elementor-widget-image\" data-id=\"1e995e5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"309\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/2-1024x495.png\" class=\"attachment-large size-large wp-image-20900\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/2-1024x495.png 1024w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/2-300x145.png 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/2-768x371.png 768w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/2.png 1104w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-896276e elementor-widget elementor-widget-heading\" data-id=\"896276e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Intelligent monitoring and machine learning modeling for prediction of key parameters<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-947ba0c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"947ba0c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d16ed24\" data-id=\"d16ed24\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-827e038 elementor-widget elementor-widget-heading\" data-id=\"827e038\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Experimental and model study of shield tunneling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-44e1777 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44e1777\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d437c1d\" data-id=\"d437c1d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-229a9b6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"229a9b6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-53bf5f4\" data-id=\"53bf5f4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a33e65 elementor-widget elementor-widget-image\" data-id=\"5a33e65\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"265\" height=\"220\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/Image-Section2-No.1.png\" class=\"attachment-large size-large wp-image-20905\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bf1966 elementor-widget elementor-widget-heading\" data-id=\"3bf1966\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Sand-modified bentonite slurry infiltrating in sand with filter cake formation<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6315740\" data-id=\"6315740\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dbcbbd0 elementor-widget elementor-widget-heading\" data-id=\"dbcbbd0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pressure infiltration characteristics of bentonite slurry and foam for shield tunneling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6600f3b elementor-widget elementor-widget-text-editor\" data-id=\"6600f3b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We use a modified setup involving microscopic analysis and photography to gain a quantitative understanding of their sealing behavior in trenchless tunneling technologies. The properties and capabilities of modified drilling fluids have been tested when facing highly permeable stratum.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-706f23e elementor-widget elementor-widget-text-editor\" data-id=\"706f23e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: Qin Su, Huang He<\/strong><\/p><p><strong>Related Publication<\/strong>: <a href=\"https:\/\/ascelibrary.org\/doi\/full\/10.1061\/%28ASCE%29GM.1943-5622.0002064\">Paper1<\/a>,<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad8d0a2 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"ad8d0a2\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-0232dd9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0232dd9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-15531b7\" data-id=\"15531b7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-164fe00 elementor-widget elementor-widget-heading\" data-id=\"164fe00\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Modelling and stability assessment of exaction zone <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d466cfa elementor-widget elementor-widget-text-editor\" data-id=\"d466cfa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The stability of the excavation zone is one of the focuses of this topic. Based on the limit analysis theory, an analytical scheme describes the pore pressure distribution and combined the upper bound analysis is proposed to evaluate its stability.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e588121 elementor-widget elementor-widget-text-editor\" data-id=\"e588121\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: \u00a0Cheng Yang<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-dd7eec3\" data-id=\"dd7eec3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cd0a678 elementor-widget elementor-widget-image\" data-id=\"cd0a678\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"533\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/6-2-1024x853.jpg\" class=\"attachment-large size-large wp-image-21143\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/6-2-1024x853.jpg 1024w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/6-2-300x250.jpg 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/6-2-768x640.jpg 768w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/6-2-e1649906735375.jpg 1134w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e67c2b elementor-widget elementor-widget-heading\" data-id=\"4e67c2b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Analytical solution of the pore pressure distribution in front of shield tunnel <\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-5e01bb6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5e01bb6\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-08fd580\" data-id=\"08fd580\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-238a92e elementor-widget elementor-widget-heading\" data-id=\"238a92e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sensing System<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4ca0abc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4ca0abc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e967365\" data-id=\"e967365\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-65c6698 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65c6698\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bdaa726\" data-id=\"bdaa726\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f0f4ca5 elementor-widget elementor-widget-image\" data-id=\"f0f4ca5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"255\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/11.png\" class=\"attachment-large size-large wp-image-20927\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/11.png 1019w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/11-300x120.png 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2022\/04\/11-768x306.png 768w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a53b9a elementor-widget elementor-widget-heading\" data-id=\"9a53b9a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">The developed FBG sensing system for retaining wall<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a4c6499\" data-id=\"a4c6499\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-20531a3 elementor-widget elementor-widget-heading\" data-id=\"20531a3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FBG-based sensing system for SHM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91faf02 elementor-widget elementor-widget-text-editor\" data-id=\"91faf02\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Fiber optic sensing technology is well suited for the structural health monitoring (SHM) of civil engineering structures. Our group has committed to develop FBG sensing systems for real-time monitoring of civil infrastructures by combining distributed temperature sensors, strain sensors, multi-dimensional displacement sensors and fiber demodulators. The proposed sensing system has been successfully applied to a subsea tunnel for its long-term structural health monitoring.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f99720f elementor-widget elementor-widget-text-editor\" data-id=\"f99720f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Member: \u00a0Guo Yongxing, Xiong Li, Jing Junhao<\/strong><\/p><p><strong>Related Publication<\/strong>: <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9552627\">Paper1<\/a>, <a href=\"https:\/\/ieeexplore.ieee.org\/document\/9562483\">Paper2<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-853c614 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"853c614\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9076bf0\" data-id=\"9076bf0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5e4037c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5e4037c\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4c0ab16 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c0ab16\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-97d33fb\" data-id=\"97d33fb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section 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class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2041\" height=\"176\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-1484\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc.png 2041w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc-300x26.png 300w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc-1024x88.png 1024w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc-768x66.png 768w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc-1536x132.png 1536w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc-1200x103.png 1200w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2020\/07\/iotsc-1980x171.png 1980w\" sizes=\"(max-width: 2041px) 100vw, 2041px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Home Biography Research achievement Group Misc Home Biography Research Group Misc Research Thrusts Machine learning in geotechnical engineering The cross-section of 3D stratigraphic uncertainty model Uncertainty stratigraphic modelling in 3D geological model The research focuses on the explanation of 3D geological stratigraphy with borehole data. we propose a physics-based framework with the concept of random &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.fst.um.edu.mo\/personal\/wanhuanzhou\/research\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Research&#8221;<\/span><\/a><\/p>\n","protected":false},"author":82,"featured_media":0,"parent":1550,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-20974","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/20974","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/users\/82"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/comments?post=20974"}],"version-history":[{"count":11,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/20974\/revisions"}],"predecessor-version":[{"id":53971,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/20974\/revisions\/53971"}],"up":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1550"}],"wp:attachment":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/media?parent=20974"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}