{"id":8,"date":"2023-11-27T11:16:23","date_gmt":"2023-11-27T10:16:23","guid":{"rendered":"http:\/\/deepphp.cluster028.hosting.ovh.net\/?page_id=8"},"modified":"2024-04-17T16:24:17","modified_gmt":"2024-04-17T14:24:17","slug":"deep-phy","status":"publish","type":"page","link":"https:\/\/deepphy.com\/","title":{"rendered":"Welcome"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"8\" class=\"elementor elementor-8\">\n\t\t\t\t<div class=\"elementor-element elementor-element-92e1cbe e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"92e1cbe\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6c8bca elementor-widget elementor-widget-menu-anchor\" data-id=\"a6c8bca\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\nbody.elementor-page .elementor-widget-menu-anchor{margin-bottom:0}<\/style>\t\t<div id=\"Welcome\" class=\"elementor-menu-anchor\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-416c121 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"416c121\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-column 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controlsList=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd3037c elementor-fixed elementor-hidden-mobile elementor-widget elementor-widget-video\" data-id=\"fd3037c\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;_position&quot;:&quot;fixed&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/03\/anim-Deep-phy-051.mp4\" autoplay=\"\" controlsList=\"nodownload\" poster=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/03\/Capture-decran-2024-03-24-a-16.54.55.png\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-960b3d9 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"960b3d9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3dd529 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"b3dd529\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2e2fb7 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"f2e2fb7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-07b7440 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"07b7440\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6a104d4 elementor-absolute e-transform elementor-hidden-mobile elementor-invisible elementor-widget elementor-widget-image\" data-id=\"6a104d4\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;,&quot;_transform_scale_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:1.4,&quot;sizes&quot;:[]},&quot;_animation&quot;:&quot;slideInUp&quot;,&quot;_transform_scale_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scale_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1396\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-22.png\" class=\"elementor-animation-grow attachment-full size-full wp-image-659\" alt=\"Illustration chapitre 1\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-22.png 1920w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-22-300x218.png 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-22-1024x745.png 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-22-768x558.png 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-22-1536x1117.png 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\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-1ecefa3 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"1ecefa3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8a72d9 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"c8a72d9\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d203f6d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"d203f6d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-debf95e elementor-widget elementor-widget-text-editor\" data-id=\"debf95e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p dir=\"ltr\"><span class=\"x4k7w5x x1h91t0o x1h9r5lt x1jfb8zj xv2umb2 x1beo9mf xaigb6o x12ejxvf x3igimt xarpa2k xedcshv x1lytzrv x1t2pt76 x7ja8zs x1qrby5j\"><span class=\"x193iq5w xeuugli x13faqbe x1vvkbs xlh3980 xvmahel x1n0sxbx x1lliihq x1s928wv xhkezso x1gmr53x x1cpjm7i x1fgarty x1943h6x xudqn12 x3x7a5m x6prxxf xvq8zen xo1l8bm xzsf02u\" dir=\"auto\">The primary challenge in adopting \u00ab\u00a0Big Data\u00a0\u00bb Analytics is its need for extensive data and infrastructure, making it complex, expensive, and suited only for server-based or cloud architectures with adequate resources. Leveraged on the advanced concept of PIML DeepPhy develops AI solutions that operates efficiently with limited data. This technology powers Digital Twins, evolving computational models that accurately reflect and inform about unique physical assets, driving valuable decision-making.<\/span><\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-85c7030 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"85c7030\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-288feb2 elementor-widget elementor-widget-heading\" data-id=\"288feb2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 11-03-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">OUR SOLUTIONS<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-978e079 elementor-widget elementor-widget-spacer\" data-id=\"978e079\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-489cb03 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"489cb03\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04d6f40 elementor-widget__width-inherit elementor-absolute elementor-widget elementor-widget-image\" data-id=\"04d6f40\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" 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<img decoding=\"async\" width=\"1920\" height=\"1202\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-11.png\" class=\"attachment-full size-full wp-image-658\" alt=\"Illustration chapitre 2\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-11.png 1920w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-11-300x188.png 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-11-1024x641.png 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-11-768x481.png 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/transition-11-1536x962.png 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8e1b56c e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"8e1b56c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-b9b1851 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no elementor-invisible e-con e-child\" data-id=\"b9b1851\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3781daa elementor-widget elementor-widget-heading\" data-id=\"3781daa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Predictive engineering<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b19846 elementor-widget elementor-widget-text-editor\" data-id=\"4b19846\" 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<p dir=\"ltr\"><span class=\"x4k7w5x x1h91t0o x1h9r5lt x1jfb8zj xv2umb2 x1beo9mf xaigb6o x12ejxvf x3igimt xarpa2k xedcshv x1lytzrv x1t2pt76 x7ja8zs x1qrby5j\"><span class=\"x193iq5w xeuugli x13faqbe x1vvkbs xlh3980 xvmahel x1n0sxbx x1lliihq x1s928wv xhkezso x1gmr53x x1cpjm7i x1fgarty x1943h6x xudqn12 x3x7a5m x6prxxf xvq8zen xo1l8bm xzsf02u\" dir=\"auto\">By design, DeepPhy solutions enable physically consistent generalization beyond your dataset. <\/span><\/span>These solutions allow accurate simulations and informed decision-making, ultimately driving efficiency and innovation in engineering industries.<\/p><p><strong>Examples: Materials and Structural Analysis, Optimized Product Design, Virtual Prototype Simulation, Energy Management ,&#8230;<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc6175e elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"bc6175e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1372715 elementor-widget elementor-widget-image\" data-id=\"1372715\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" 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<img decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/unnamed.gif\" class=\"attachment-large size-large wp-image-101\" alt=\"anim flux\" \/>\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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-75d0354 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"75d0354\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-c778517 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no elementor-invisible e-con e-child\" data-id=\"c778517\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5417ebd elementor-widget elementor-widget-heading\" data-id=\"5417ebd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risk management and prevention<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13d49d0 elementor-widget elementor-widget-text-editor\" data-id=\"13d49d0\" 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<p dir=\"ltr\">Risk management and prevention strategies proactively identify, assess, and mitigate potential risks. These solutions combine data analysis, predictive modeling, and strategic planning to minimize vulnerabilities and enhance resilience.\u00a0<\/p><p><strong>Examples: Occupational Safety, Quality Control, Environmental Risk Assessment, Supply Chain Risk Management,&#8230;<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b052887 elementor-widget elementor-widget-image\" data-id=\"b052887\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" 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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"724\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.19.58-2-1024x724.png\" class=\"attachment-large size-large wp-image-162\" alt=\"work safety\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.19.58-2-1024x724.png 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.19.58-2-300x212.png 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.19.58-2-768x543.png 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.19.58-2.png 1164w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27ad61f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"27ad61f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2a0e249 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no elementor-invisible e-con e-child\" data-id=\"2a0e249\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fb719ca elementor-widget elementor-widget-heading\" data-id=\"fb719ca\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Predictive maintenance<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-974ad74 elementor-widget elementor-widget-text-editor\" data-id=\"974ad74\" 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<p dir=\"ltr\">Predictive maintenance solutions utilize advanced analytics and machine learning to forecast equipment and machinery maintenance needs. By analyzing historical data and real-time performance indicators, these solutions can detect potential issues before they cause costly breakdowns, enabling businesses to schedule maintenance proactively.<\/p><p><strong>Examples: Supply Chain Optimization, Infrastructure Monitoring, HVAC Systems&#8230;\u00a0<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b2a0b7 elementor-widget elementor-widget-image\" data-id=\"1b2a0b7\" data-element_type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;none&quot;}\" 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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.20.29-2-1024x771.png\" class=\"attachment-large size-large wp-image-163\" alt=\"lazer\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.20.29-2-1024x771.png 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.20.29-2-300x226.png 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.20.29-2-768x578.png 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-07-a-18.20.29-2.png 1205w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6ac1f54 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"6ac1f54\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e60368 elementor-widget elementor-widget-menu-anchor\" data-id=\"6e60368\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"Aboutus\" class=\"elementor-menu-anchor\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79d7ccf elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-spacer\" data-id=\"79d7ccf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2add57 elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"e2add57\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eef6f93 elementor-widget elementor-widget-heading\" data-id=\"eef6f93\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">About us<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d0fd16 elementor-widget elementor-widget-text-editor\" data-id=\"9d0fd16\" 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\n<div class=\"elementor-element elementor-element-89ac506 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"89ac506\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-0d86e20 elementor-widget elementor-widget-text-editor\" data-id=\"0d86e20\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p dir=\"ltr\"><\/p>\n<p style=\"text-align: justify;\">The DeepPhy start-up was created in 2023 by <a style=\"color: #000000;\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?fetchDeterministicClustersOnly=true&amp;heroEntityKey=urn%3Ali%3Afsd_profile%3AACoAABrBhVQB26zxXSK_V13BqvsdU5Zd0pFV8vI&amp;keywords=yoann%20cheny&amp;origin=RICH_QUERY_TYPEAHEAD_HISTORY&amp;position=0&amp;searchId=07bf7278-807b-4920-ba73-30bbaa499b40&amp;sid=%2C8B&amp;spellCorrectionEnabled=true\" target=\"_blank\" rel=\"noopener\"><strong>Yoann Cheny<\/strong><\/a> (CEO) and <a style=\"color: #000000;\" href=\"https:\/\/www.linkedin.com\/in\/micka%C3%ABl-delcey-50b188248\/\" target=\"_blank\" rel=\"noopener\"><strong>Micka\u00ebl Delcey <\/strong><\/a>(CTO), two\u00a0 researchers from the University of Lorraine with a recognized expertise in engineering sciences and artificial intelligence.\u00a0 DeepPhy offers now AI solutions for engineering sciences stemming from over 10 years of research in the field.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d666f33 elementor-widget elementor-widget-spacer\" data-id=\"d666f33\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8f5bad5 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"8f5bad5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a0d1cd elementor-widget__width-initial elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"3a0d1cd\" 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<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"951\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Yoann-corporate-12-scaled-e1703774435872-768x951.jpg\" class=\"attachment-medium_large size-medium_large wp-image-278\" alt=\"Yoann Cheny\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Yoann-corporate-12-scaled-e1703774435872-768x951.jpg 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Yoann-corporate-12-scaled-e1703774435872-242x300.jpg 242w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Yoann-corporate-12-scaled-e1703774435872-827x1024.jpg 827w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Yoann-corporate-12-scaled-e1703774435872.jpg 1191w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c78c920 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"c78c920\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56487bf elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"56487bf\" 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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"599\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Yoann-corporate-12-scaled-e1704902701796-1024x599.jpg\" class=\"attachment-large size-large wp-image-907\" alt=\"Yoann cheny\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Yoann-corporate-12-scaled-e1704902701796-1024x599.jpg 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Yoann-corporate-12-scaled-e1704902701796-300x175.jpg 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Yoann-corporate-12-scaled-e1704902701796-768x449.jpg 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Yoann-corporate-12-scaled-e1704902701796-1536x899.jpg 1536w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Yoann-corporate-12-scaled-e1704902701796.jpg 1706w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-4fecdc4 elementor-widget elementor-widget-text-editor\" data-id=\"4fecdc4\" 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<div class=\"elementor-element elementor-element-e467283 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"e467283\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\"><div class=\"elementor-element elementor-element-5572f4c elementor-widget elementor-widget-text-editor\" data-id=\"5572f4c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p dir=\"ltr\"><span style=\"color: #000000;\"><strong>A Word from the director : <br \/><\/strong><\/span><span style=\"color: #000000;\">\u00ab Our team is a dynamic fusion of passionate AI enthusiasts with expertise spanning physics, fluid mechanics, Rheology, machine learning, and CFD. Each member brings a unique skill set, from mastering physical principles to simulations using IA. We also excel in extracting insights from complex data using advanced machine learning algorithms and creating true-to-life virtual models for predictive solutions. Together, we are a creative team dedicated to pushing the boundaries of innovation and turning ideas into reality \u00ab\u00a0<\/span><\/p><\/div><\/div><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-71c5092 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"71c5092\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b9e372c elementor-drop-cap-yes elementor-drop-cap-view-default elementor-widget elementor-widget-text-editor\" data-id=\"b9e372c\" data-element_type=\"widget\" data-settings=\"{&quot;drop_cap&quot;:&quot;yes&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\n<div class=\"elementor-element elementor-element-b215022 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"b215022\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p dir=\"ltr\"><span style=\"color: #000000;\"><strong>Our mission :\n<\/strong><\/span><span style=\"color: #000000;\">At DeepPhy, our mission revolves around putting our customers at the forefront. We are dedicated to assisting our customers in their research and production endeavors, specifically in the realm of AI solutions.\n<\/span><span style=\"color: #000000;\">We are a team of AI experts, continuously seeking to incorporate customer insights into refining our solutions. Our commitment lies in the development of superior solutions that enhance lives while upholding environmental responsibility.\n<\/span><span style=\"color: #000000;\">As technology enablers, we have deliberately chosen to collaborate with top-tier companies, delivering enduring value through cutting-edge tools designed for long-term impact. We place a strong emphasis on attentive listening to our customers\u2019 needs to ensure their satisfaction.<\/span><\/p>\n\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ba6d23 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-image\" data-id=\"4ba6d23\" 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<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"447\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1704902610124-1024x447.jpg\" class=\"attachment-large size-large wp-image-906\" alt=\"\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1704902610124-1024x447.jpg 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1704902610124-300x131.jpg 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1704902610124-768x335.jpg 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1704902610124-1536x670.jpg 1536w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1704902610124-2048x894.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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>\n\t\t\t\t<div class=\"elementor-element elementor-element-7817e59 elementor-widget__width-initial elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"7817e59\" 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<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1152\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430-768x1152.jpg\" class=\"attachment-medium_large size-medium_large wp-image-277\" alt=\"Ia\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430-768x1152.jpg 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430-200x300.jpg 200w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430-683x1024.jpg 683w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430-1024x1536.jpg 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430-1366x2048.jpg 1366w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/arriere-plan-technologique-tactile-remake-moderne-creation-adam-scaled-e1703774512430.jpg 1707w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ed11d9 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"3ed11d9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da5b52c elementor-widget elementor-widget-menu-anchor\" data-id=\"da5b52c\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"Technology\" class=\"elementor-menu-anchor\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbb6018 elementor-widget elementor-widget-spacer\" data-id=\"bbb6018\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-274687a elementor-widget elementor-widget-heading\" data-id=\"274687a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Technology<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e3afae elementor-widget elementor-widget-heading\" data-id=\"2e3afae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pinns<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-338cbae elementor-widget elementor-widget-text-editor\" data-id=\"338cbae\" 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<div class=\"elementor-element elementor-element-1eb20d5 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"1eb20d5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-9387d1d elementor-widget elementor-widget-text-editor\" data-id=\"9387d1d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Imagine a tool that revolutionizes the industry, combining the power of artificial intelligence with the precision of physical laws. That\u2019s exactly what<\/span> <strong>Physics-Informed Neural Networks<\/strong><span style=\"color: #000000;\"> (PINNS) bring to the industry. These neural networks incorporate fundamental physical principles into their learning, meaning they not only understand data but also the laws that govern the real world.<\/span>\n<span style=\"color: #000000;\">With PINNS, businesses can predict complex system behavior with exceptional accuracy, optimize manufacturing processes, anticipate equipment breakdowns, and design high-performing products. It\u2019s a revolutionary breakthrough that reduces costs, enhances efficiency, and fuels innovation.<\/span><\/p>\n<p dir=\"ltr\" style=\"text-align: left;\"><span style=\"color: #000000;\">PINNS represent the new frontier of AI for industry, offering an invaluable competitive advantage. Don\u2019t miss this opportunity to revolutionize your business with this cutting-edge technology<\/span><\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c49599a elementor-widget elementor-widget-heading\" data-id=\"c49599a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">One example: ventilation in buildings or Heating, Ventilation, and Air Conditioning (HVAC) systems.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-204e84d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"204e84d\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e58df31 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"e58df31\" 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<img loading=\"lazy\" decoding=\"async\" width=\"385\" height=\"484\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-08-a-16.28.56-2-e1703781748775.png\" class=\"attachment-full size-full wp-image-260\" alt=\"pump\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-08-a-16.28.56-2-e1703781748775.png 385w, https:\/\/deepphy.com\/wp-content\/uploads\/2023\/12\/Capture-decran-2023-12-08-a-16.28.56-2-e1703781748775-239x300.png 239w\" sizes=\"(max-width: 385px) 100vw, 385px\" \/>\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-75b14c4 elementor-widget elementor-widget-text-editor\" data-id=\"75b14c4\" 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<div class=\"elementor-element elementor-element-2fe0bb5 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-child\" data-id=\"2fe0bb5\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n<div class=\"elementor-element elementor-element-37d7a05 elementor-widget elementor-widget-text-editor\" data-id=\"37d7a05\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p dir=\"ltr\"><span style=\"color: #000000;\"><strong>1. Modeling Air Behavior:<\/strong> PINNs can be trained to model the behavior of air inside a given space. They can take into account physical factors such as air circulation, temperature, humidity, pressure, and room geometry.<\/span><\/p>\n<p dir=\"ltr\"><span style=\"color: #000000;\"><strong>2. Optimizing Ventilation System Design:<\/strong> PINNs can be used to optimize the design of the ventilation system. For example, by analyzing the performance of different duct designs, air grilles, and filtration systems, PINNs can help design a more efficient and energy-efficient ventilation system.<\/span><\/p>\n<p dir=\"ltr\"><span style=\"color: #000000;\"><strong>3. Real-time Air Quality Monitoring:<\/strong> PINNs can be integrated into air quality monitoring systems. By analyzing real-time data, they can detect changes in air quality, such as the presence of pollutants or contaminants, and recommend adjustments to ventilation systems to maintain a healthy environment.<\/span><\/p>\n<p dir=\"ltr\"><span style=\"color: #000000;\"><strong>4. Predictive Maintenance for Ventilation Systems<\/strong>: PINNs can predict maintenance needs for ventilation system components, such as fans, filters, and control systems. This allows for proactive maintenance planning to minimize unexpected downtime.<\/span><\/p>\n<p dir=\"ltr\"><span style=\"color: #000000;\"><strong>5. Energy Consumption Optimization:<\/strong> By analyzing operating data from the ventilation system, PINNs can recommend adjustments to optimize energy consumption while maintaining adequate comfort levels.<\/span><\/p>\n\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c8fd7a3 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"c8fd7a3\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a9e16dd elementor-widget elementor-widget-spacer\" data-id=\"a9e16dd\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6174a5c elementor-widget elementor-widget-heading\" data-id=\"6174a5c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Digital Twins: Revolutionizing Industry with Virtual Mirrors<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-489496b elementor-widget elementor-widget-text-editor\" data-id=\"489496b\" 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\n<div class=\"elementor-element elementor-element-203e8fe e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"203e8fe\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n<div class=\"e-con-inner\">\n<div class=\"elementor-element elementor-element-5629535 elementor-widget elementor-widget-text-editor\" data-id=\"5629535\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n<div class=\"elementor-widget-container\">\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Digital twins are emerging as a transformative technology, bridging the physical and digital realms. Essentially, they are virtual replicas of physical objects, processes, or systems, meticulously mirroring their real-world counterparts. These digital twins are imbued with the ability to collect real-time data, simulate behaviors, and provide invaluable insights.<\/span>\n<span style=\"text-align: justify; color: #000000;\">In the industrial landscape, digital twins offer a plethora of advantages. They empower organizations to monitor and optimize complex processes with unprecedented precision. From manufacturing lines to power plants, digital twins enable predictive maintenance, identifying issues before they cause costly downtime.<\/span><\/p>\n\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\">Moreover, digital twins facilitate agile design and prototyping. Engineers can simulate and test new products or systems in a risk-free virtual environment, fine-tuning their performance and efficiency before physical implementation.\u2028In the era of the Internet of Things (IoT) and Industry 4.0, digital twins are becoming the backbone of smart factories and cities. They enable real-time monitoring, data-driven decision-making, and efficient resource allocation.<\/span>\n<span style=\"color: #000000;\">Beyond industry, digital twins are making inroads into healthcare, urban planning, and even space exploration, promising innovation and efficiency across various domains.\u2028In a world increasingly reliant on data and connectivity, digital twins are at the forefront of the transformative wave, offering a glimpse into a more connected, efficient, and sustainable future.\u00a0\u00bb<\/span>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b2f146a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"b2f146a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5574540 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"5574540\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" 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<img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1396\" src=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/transition-3.jpg\" class=\"attachment-full size-full wp-image-791\" alt=\"\" srcset=\"https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/transition-3.jpg 1920w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/transition-3-300x218.jpg 300w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/transition-3-1024x745.jpg 1024w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/transition-3-768x558.jpg 768w, https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/transition-3-1536x1117.jpg 1536w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\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-48c0aec elementor-widget elementor-widget-menu-anchor\" data-id=\"48c0aec\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"Contact\" class=\"elementor-menu-anchor\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2ee74a elementor-widget elementor-widget-spacer\" data-id=\"c2ee74a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0272b30 elementor-widget elementor-widget-text-editor\" data-id=\"0272b30\" 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<div class=\"elementor-element elementor-element-9a0b8a8 elementor-widget elementor-widget-text-editor\" data-id=\"9a0b8a8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>Contact us for an AI diagnostic<\/p><\/div><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e98c58 elementor-widget elementor-widget-text-editor\" data-id=\"3e98c58\" 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<div class=\"elementor-element elementor-element-9a0b8a8 elementor-widget elementor-widget-text-editor\" data-id=\"9a0b8a8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><h6 class=\"elementor-widget-container\">\u00a0<\/h6><\/div><div class=\"elementor-element elementor-element-ed0278c elementor-widget elementor-widget-heading\" data-id=\"ed0278c\" data-element_type=\"widget\" data-widget_type=\"heading.default\"><div class=\"elementor-widget-container\"><h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"mailto:contact@deepphy.com\" target=\"_blank\" rel=\"noopener\">contact@deepphy.com<\/a><\/h6><\/div><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f75194c elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"f75194c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-76ab1b3 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no e-con e-parent\" data-id=\"76ab1b3\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>https:\/\/deepphy.com\/wp-content\/uploads\/2024\/01\/Edit-site-mobile.mp4https:\/\/deepphy.com\/wp-content\/uploads\/2024\/03\/anim-Deep-phy-051.mp4 The primary challenge in adopting \u00ab\u00a0Big Data\u00a0\u00bb Analytics is its need for extensive data and infrastructure, making it complex, expensive, and suited only for server-based or cloud architectures with adequate resources. Leveraged on the advanced concept of PIML DeepPhy develops AI solutions that operates efficiently with limited data. This technology powers Digital Twins, evolving&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1113,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"footnotes":""},"class_list":["post-8","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Deep Phy - Physics-enhanced deep learning solution<\/title>\n<meta name=\"description\" content=\"Deep Phy, physics-enhanced deep learning solution. 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