{"id":282721,"date":"2025-11-13T11:52:51","date_gmt":"2025-11-13T10:52:51","guid":{"rendered":"https:\/\/matworks.agentur-understood.de\/?p=282721"},"modified":"2026-07-08T13:47:42","modified_gmt":"2026-07-08T11:47:42","slug":"materials-science-issues","status":"publish","type":"post","link":"https:\/\/matworks.de\/en\/blog\/2025\/11\/13\/materials-science-issues\/","title":{"rendered":"Materials Science Issues"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;7374a566-1a6f-4054-a386-bf727aad7878&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row admin_label=&#8221;h2 + untertitel + button rechts&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;650dc7cc-d788-4975-8d7f-87f99e1986e1&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; column_structure=&#8221;2_3,1_3&#8243;][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.7&#8243; _module_preset=&#8221;default&#8221; header_2_text_color=&#8221;#474747&#8243; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h2>Materials Science Issues<\/h2>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; admin_label=&#8221;Slider Inhalt&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;c8f796ee-7cbe-4d03-9fc3-45301ff75115&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/matworks.de\/en\/wp-content\/uploads\/sites\/2\/2026\/03\/matworks-werkstofftechnische-fragestellungen-bild01.jpg&#8221; _builder_version=&#8221;4.27.7&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;8px||||false|false&#8221; hover_enabled=&#8221;0&#8243; border_radii=&#8221;on|15px|15px|15px|15px&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_image][et_pb_text admin_label=&#8221;Bildlabel&#8221; _builder_version=&#8221;4.27.7&#8243; _module_preset=&#8221;433a1197-e505-4742-b9b6-3e5f64a60509&#8243; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p style=\"font-size: 16px!important; text-align: center;\">Machine learning-based particle size analysis for various materials.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.7&#8243; _module_preset=&#8221;b5cfd56a-e86f-4204-9ce3-06b6c33ff3e7&#8243; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>We offer fully automated, AI-powered quality assurance and material characterization, ranging from residual analysis with VDA 19-compliant reporting to advanced quantitative microstructural analyses. Integrated calibration ensures measurement accuracy, while large-area, high-throughput analyses efficiently capture process effects, microstructural homogeneity, and pore distributions across multiple samples. Using a \u201ctiling\u201d approach, we offer field- and region-specific analyses, including the visualization of larger defects, fine geometric evaluations, and grain size determination. <\/p>\n<p>AI-powered workflows encompass semi-automated measurements of geometric parameters and the automated quantification of microstructural features such as grains, phases, or defects, which can be integrated into SQL databases to enable reproducible data management, supported by the automated generation of custom reports to assist with audits. By combining AI, automation, high-throughput analysis, and data-driven analytics, our solutions deliver highly accurate, reproducible insights that accelerate quality assurance, process optimization, and materials research for a variety of materials.<\/p>\n<p>[\/et_pb_text][et_pb_button button_url=&#8221;https:\/\/matworks.de\/en\/downloads&#8221; url_new_window=&#8221;on&#8221; button_text=&#8221;Download flyers and more here&#8221; _builder_version=&#8221;4.27.7&#8243; _module_preset=&#8221;e4220c87-aac8-4303-90e8-3756cce26796&#8243; button_icon=&#8221;&#x800;||divi||400&#8243; hover_enabled=&#8221;0&#8243; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221; custom_css_main_element_last_edited=&#8221;on|phone&#8221; custom_css_main_element_phone=&#8221;width: 100%;&#8221; sticky_enabled=&#8221;0&#8243;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Materials Science IssuesMachine learning-based particle size analysis for various materials.We offer fully automated, AI-powered quality assurance and material characterization, ranging from residual analysis with VDA 19-compliant reporting to advanced quantitative microstructural analyses. Integrated calibration ensures measurement accuracy, while large-area, high-throughput analyses efficiently capture process effects, microstructural homogeneity, and pore distributions across multiple samples. Using a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"2880","iawp_total_views":0,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-282721","post","type-post","status-publish","format-standard","hentry","category-machine-learning-microscopy-solutions"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Materials Science Issues - Matworks GmbH \u2013 Materials Engineering Solutions<\/title>\n<meta name=\"robots\" content=\"index, nofollow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/matworks.de\/en\/blog\/2025\/11\/13\/materials-science-issues\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Materials Science Issues - Matworks GmbH \u2013 Materials Engineering Solutions\" \/>\n<meta property=\"og:description\" content=\"Materials Science IssuesMachine learning-based particle size analysis for various materials.We offer fully automated, AI-powered quality assurance and material characterization, ranging from residual analysis with VDA 19-compliant reporting to advanced quantitative microstructural analyses. Integrated calibration ensures measurement accuracy, while large-area, high-throughput analyses efficiently capture process effects, microstructural homogeneity, and pore distributions across multiple samples. 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