{"id":6884,"date":"2022-03-04T17:50:35","date_gmt":"2022-03-04T16:50:35","guid":{"rendered":"https:\/\/lgf.mines-stetienne.fr\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/"},"modified":"2026-05-13T15:33:06","modified_gmt":"2026-05-13T13:33:06","slug":"multiscale-coupling-in-direct-manufacturing-processes","status":"publish","type":"page","link":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/","title":{"rendered":"Multiscale coupling in direct manufacturing processes"},"content":{"rendered":"<div class=\"wpb-content-wrapper\">[vc_row][vc_column][vc_column_text css=&#8221;&#8221;]\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5005\" src=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-1024x550.png\" alt=\"\" width=\"768\" height=\"413\" srcset=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-1024x550.png 1024w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-300x161.png 300w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-768x413.png 768w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro.png 1124w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption><em>The different scales in composites and powder metallurgy<\/em><\/figcaption><\/figure>\n<\/div>\n<p><!-- \/wp:post-content --><\/p>\n<p><!-- wp:paragraph -->(Direct) manufacturing processes can be studied, characterized, modelled or simulated at different spatial (and also temporal) scales, characteristic of different physical phenomena: the macroscopic scale (the \u201cprocess\u201d scale), and meso- and\/or microscopic scales depending on the nature of the material studied. The MPE team developed, notably between 2014 and 2019, experimental analysis and numerical simulation tools at the different scales mentioned, in the fields of composites as well as ceramics (PhD theses by L. Chevalier, K. Andriamananjara, A. Ducoulombier, I. Ghorbel). This research axis aims to <strong>couple<\/strong> these scales together. Below is an example of multiscale coupling in composites that accounts for microstructure variability using <strong>Gaussian processes<\/strong> (A. Geoffre\u2019s PhD work, 2019\u20132022, Hexcel Chair).   <\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li><strong>Context: homogenization by averaging over a representative elementary volume of a resin (epoxy) \/ fiber (carbon) composite material<\/strong><\/li>\n<\/ul>\n<p><!-- \/wp:list --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:image {\"id\":5009,\"width\":768,\"height\":419,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5009\" src=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/homog-1024x558.png\" alt=\"\" width=\"768\" height=\"419\" srcset=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/homog-1024x558.png 1024w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/homog-300x164.png 300w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/homog-768x419.png 768w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/homog-1536x838.png 1536w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/homog-2048x1117.png 2048w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><figcaption><em>Homogenization by averaging<\/em><\/figcaption><\/figure>\n<p><!-- \/wp:image --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:html --><\/p>\n<ul>\n<li><strong>Stochastic generation of an elementary volume statistically representative of the composite material<\/strong> (MIGNUS software, A. Geoffre, M. Cataldi, M. Ghestin)<\/li>\n<\/ul>\n<p><!-- \/wp:html --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:image {\"align\":\"center\",\"id\":5013,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} --><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"537\" class=\"wp-image-5013\" src=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/MIGNUS-1024x537.png\" alt=\"\" srcset=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/MIGNUS-1024x537.png 1024w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/MIGNUS-300x157.png 300w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/MIGNUS-768x403.png 768w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/MIGNUS.png 1104w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption>Microstructure (and its mesh) generated by MIGNUS<\/figcaption><\/figure>\n<\/div>\n<p><!-- \/wp:image --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li><strong>Steady-state case<\/strong><\/li>\n<\/ul>\n<p><!-- \/wp:list --><\/p>\n<p><!-- wp:paragraph -->For many samples of elementary domains, solution of the Stokes equations using stabilized P1\/P1 finite elements. Computation of <strong>permeability<\/strong> using Darcy\u2019s law, for a given fiber\/resin friction law. <strong>Gaussian process regression: quantification of permeability variability<\/strong> <em><strong>K<\/strong><\/em> [Geoffre <em>et al.<\/em>, 2020] <\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:image {\"id\":5016,\"sizeSlug\":\"large\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"625\" class=\"wp-image-5016\" src=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/cas_stationnaire-1024x625.png\" alt=\"\" srcset=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/cas_stationnaire-1024x625.png 1024w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/cas_stationnaire-300x183.png 300w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/cas_stationnaire-768x469.png 768w, https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/cas_stationnaire.png 1065w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption><em>Normalized permeability as a function of slip length<\/em><\/figcaption><\/figure>\n<p><!-- \/wp:image --><\/p>\n<p>&nbsp;<\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li><strong>Unsteady-state case<\/strong><\/li>\n<\/ul>\n<p><!-- \/wp:list -->For numerous samples of elementary domains, resolution of the <strong>bifluid<\/strong> air\/resin Stokes equations by stabilized P1\/P1 finite elements, <strong>including capillarity effects<\/strong>, and <strong>capture<\/strong> of the fluid front by a <strong>level-set method. Calculation of capillary pressure, saturation, and fluid front advancement<\/strong>, followed by Gaussian process regression.<\/p>\n<p><!-- wp:video {\"id\":5018} --><\/p>\n<figure class=\"wp-block-video\"><video src=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/flow_gdr.mp4\" controls=\"controls\" width=\"300\" height=\"150\"><\/video><\/figure>\n<p><!-- \/wp:video --><\/p>\n<p>&nbsp;<\/p>\n[\/vc_column_text][vc_column_text]\n<h3>Other research areas<\/h3>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column]<nav class=\"vcex-navbar vcex-module\"><div class=\"vcex-navbar-inner wpex-clr wpex-last-mr-0\"><a href=\"https:\/\/lgf.mines-stetienne.fr\/equipes-2\/mpe\/couplage-dechelles-dans-les-procedes-delaboration-directe\/\" class=\"vcex-navbar-link vcex-navbar-link--4992 wpex-block wpex-float-left wpex-mr-5 wpex-mb-5 theme-button minimal-border\"><span class=\"vcex-navbar-link-text\">Couplage d\u2019\u00e9chelles dans les proc\u00e9d\u00e9s d\u2019\u00e9laboration directe<\/span><\/a><a href=\"https:\/\/lgf.mines-stetienne.fr\/equipes-2\/mpe\/caracterisation-des-interfaces-et-proprietes-induites\/\" class=\"vcex-navbar-link vcex-navbar-link--7417 wpex-block wpex-float-left wpex-mr-5 wpex-mb-5 theme-button minimal-border\"><span class=\"vcex-navbar-link-text\">Caract\u00e9risation des interfaces et propri\u00e9t\u00e9s induites<\/span><\/a><\/div><\/nav>[\/vc_column][\/vc_row]\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column][vc_column_text css=&#8221;&#8221;] The different scales in composites and powder metallurgy (Direct) manufacturing processes can be studied, characterized, modelled or simulated at different spatial (and also temporal) scales, characteristic of different physical phenomena: the macroscopic scale (the \u201cprocess\u201d scale), and meso- and\/or microscopic scales depending on the nature of the material studied. The MPE team developed,&hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":6876,"menu_order":10,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"tags":[],"class_list":["post-6884","page","type-page","status-publish","hentry","entry","no-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Multiscale coupling in direct manufacturing processes &#8211; Laboratoire Georges Friedel<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Multiscale coupling in direct manufacturing processes &#8211; Laboratoire Georges Friedel\" \/>\n<meta property=\"og:description\" content=\"[vc_row][vc_column][vc_column_text css=&#8221;&#8221;] The different scales in composites and powder metallurgy (Direct) manufacturing processes can be studied, characterized, modelled or simulated at different spatial (and also temporal) scales, characteristic of different physical phenomena: the macroscopic scale (the \u201cprocess\u201d scale), and meso- and\/or microscopic scales depending on the nature of the material studied. The MPE team developed,&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/\" \/>\n<meta property=\"og:site_name\" content=\"Laboratoire Georges Friedel\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-13T13:33:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1124\" \/>\n\t<meta property=\"og:image:height\" content=\"604\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/\",\"url\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/\",\"name\":\"Multiscale coupling in direct manufacturing processes &#8211; Laboratoire Georges Friedel\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/micro_macro-1024x550.png\",\"datePublished\":\"2022-03-04T16:50:35+00:00\",\"dateModified\":\"2026-05-13T13:33:06+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/#primaryimage\",\"url\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/micro_macro-1024x550.png\",\"contentUrl\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/micro_macro-1024x550.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/multiscale-coupling-in-direct-manufacturing-processes\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Teams\",\"item\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"MPE\",\"item\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/teams\\\/mpe\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Multiscale coupling in direct manufacturing processes\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/\",\"name\":\"Laboratoire Georges Friedel\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/#organization\",\"name\":\"Laboratoire Georges Friedel\",\"url\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/EMSE_LGF_CNRS_logo.png\",\"contentUrl\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/wp-content\\\/uploads\\\/2024\\\/07\\\/EMSE_LGF_CNRS_logo.png\",\"width\":1930,\"height\":440,\"caption\":\"Laboratoire Georges Friedel\"},\"image\":{\"@id\":\"https:\\\/\\\/lgf.mines-stetienne.fr\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Multiscale coupling in direct manufacturing processes &#8211; Laboratoire Georges Friedel","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/","og_locale":"en_US","og_type":"article","og_title":"Multiscale coupling in direct manufacturing processes &#8211; Laboratoire Georges Friedel","og_description":"[vc_row][vc_column][vc_column_text css=&#8221;&#8221;] The different scales in composites and powder metallurgy (Direct) manufacturing processes can be studied, characterized, modelled or simulated at different spatial (and also temporal) scales, characteristic of different physical phenomena: the macroscopic scale (the \u201cprocess\u201d scale), and meso- and\/or microscopic scales depending on the nature of the material studied. The MPE team developed,&hellip;","og_url":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/","og_site_name":"Laboratoire Georges Friedel","article_modified_time":"2026-05-13T13:33:06+00:00","og_image":[{"width":1124,"height":604,"url":"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/","url":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/","name":"Multiscale coupling in direct manufacturing processes &#8211; Laboratoire Georges Friedel","isPartOf":{"@id":"https:\/\/lgf.mines-stetienne.fr\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/#primaryimage"},"image":{"@id":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/#primaryimage"},"thumbnailUrl":"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-1024x550.png","datePublished":"2022-03-04T16:50:35+00:00","dateModified":"2026-05-13T13:33:06+00:00","breadcrumb":{"@id":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/#primaryimage","url":"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-1024x550.png","contentUrl":"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2022\/03\/micro_macro-1024x550.png"},{"@type":"BreadcrumbList","@id":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/multiscale-coupling-in-direct-manufacturing-processes\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Teams","item":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/"},{"@type":"ListItem","position":2,"name":"MPE","item":"https:\/\/lgf.mines-stetienne.fr\/en\/teams\/mpe\/"},{"@type":"ListItem","position":3,"name":"Multiscale coupling in direct manufacturing processes"}]},{"@type":"WebSite","@id":"https:\/\/lgf.mines-stetienne.fr\/en\/#website","url":"https:\/\/lgf.mines-stetienne.fr\/en\/","name":"Laboratoire Georges Friedel","description":"","publisher":{"@id":"https:\/\/lgf.mines-stetienne.fr\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/lgf.mines-stetienne.fr\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/lgf.mines-stetienne.fr\/en\/#organization","name":"Laboratoire Georges Friedel","url":"https:\/\/lgf.mines-stetienne.fr\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/lgf.mines-stetienne.fr\/en\/#\/schema\/logo\/image\/","url":"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2024\/07\/EMSE_LGF_CNRS_logo.png","contentUrl":"https:\/\/lgf.mines-stetienne.fr\/wp-content\/uploads\/2024\/07\/EMSE_LGF_CNRS_logo.png","width":1930,"height":440,"caption":"Laboratoire Georges Friedel"},"image":{"@id":"https:\/\/lgf.mines-stetienne.fr\/en\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/pages\/6884","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/comments?post=6884"}],"version-history":[{"count":4,"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/pages\/6884\/revisions"}],"predecessor-version":[{"id":7378,"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/pages\/6884\/revisions\/7378"}],"up":[{"embeddable":true,"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/pages\/6876"}],"wp:attachment":[{"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/media?parent=6884"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lgf.mines-stetienne.fr\/en\/wp-json\/wp\/v2\/tags?post=6884"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}