{"id":1270,"date":"2024-09-14T09:16:24","date_gmt":"2024-09-14T07:16:24","guid":{"rendered":"https:\/\/prometronics.com\/project\/ai-template-for-predicting-surface-functionalization\/"},"modified":"2025-03-15T18:36:01","modified_gmt":"2025-03-15T17:36:01","slug":"ai-template-for-predicting-surface-functionalization","status":"publish","type":"project","link":"https:\/\/prometronics.com\/en\/project\/ai-template-for-predicting-surface-functionalization\/","title":{"rendered":"AI Template for Predicting Surface Functionalization"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#49008e&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;_initial&#8221; header_4_font=&#8221;Inter|700||on|||||&#8221; header_4_text_color=&#8221;#ff8154&#8243; header_4_font_size=&#8221;14px&#8221; header_4_letter_spacing=&#8221;1px&#8221; header_4_line_height=&#8221;1.5em&#8221; custom_margin=&#8221;||0px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h4>Prediction of Surface Properties<\/h4>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;_initial&#8221; header_2_font=&#8221;Inter|700|||||||&#8221; header_2_text_color=&#8221;#FFFFFF&#8221; header_2_font_size=&#8221;48px&#8221; header_2_line_height=&#8221;1.2em&#8221; custom_margin=&#8221;||10px||false|false&#8221; header_2_font_size_tablet=&#8221;32px&#8221; header_2_font_size_phone=&#8221;20px&#8221; header_2_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>AI Template for Predicting Surface Functionalization<\/h2>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;_initial&#8221; text_text_color=&#8221;rgba(255,255,255,0.75)&#8221; text_font_size=&#8221;16px&#8221; text_line_height=&#8221;1.8em&#8221; text_font_size_tablet=&#8221;15px&#8221; text_font_size_phone=&#8221;14px&#8221; text_font_size_last_edited=&#8221;on|desktop&#8221; header_font_size_tablet=&#8221;55px&#8221; header_font_size_last_edited=&#8221;off|desktop&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>In collaboration with <a href=\"https:\/\/www.linkedin.com\/in\/heinrich-jehle-668a6816\/?original_referer=https%3A%2F%2Fduckduckgo%2Ecom%2F&amp;originalSubdomain=de\" target=\"_blank\" rel=\"noopener\">Dr. Heinrich Jehle<\/a>, we have created an AI template that predicts specific surface functions of materials.<\/p>\n<p>The created template analyzes surfaces of injection-molded polymer products and calculates the effectiveness of the special surface function: &#8220;Cell-repellent effect.&#8221;<\/p>\n<p>The template can be used to evaluate products with cell repulsion. It can be employed in the production line to accelerate the setup of injection molding machines by a factor of 1440x. <\/p>\n<p>The template can further be used for controlling similar surface functionalizations, such as:<\/p>\n<ul>\n<li><strong>Bioinert<\/strong>: Materials that do not cause a reaction with biological tissue, making them particularly suitable for implants.<\/li>\n<li><strong>Antibacterial<\/strong>: Materials that inhibit or kill the growth of bacteria.<\/li>\n<li><strong>Biotolerant<\/strong>: Materials that are tolerated by the body without causing a strong immune response.<\/li>\n<li><strong>Bioactive<\/strong>: Materials that interact positively with tissue, e.g., to promote ingrowth into bone or tissue.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>An interferometer is required<\/strong>: A measuring instrument that uses light waves for precise measurement of surfaces or structures to make minimal height differences visible.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,1_3,1_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; custom_padding_tablet=&#8221;||30px||false|false&#8221; custom_padding_phone=&#8221;||30px||false|false&#8221; custom_padding_last_edited=&#8221;on|tablet&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_button button_url=&#8221;https:\/\/prometronics.com\/en\/contact\/#kontakt&#8221; button_text=&#8221;Contact Us About This&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;_initial&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_text_color=&#8221;#FFFFFF&#8221; button_bg_color=&#8221;#ff8154&#8243; button_border_width=&#8221;0px&#8221; button_border_radius=&#8221;100px&#8221; button_font=&#8221;Inter|700||on|||||&#8221; custom_padding=&#8221;16px|24px|16px|24px|true|true&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.19.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_video src=&#8221;https:\/\/www.youtube.com\/watch?v=sAbRCTOukT0&#8243; image_src=&#8221;https:\/\/prometronics.com\/wp-content\/uploads\/2024\/09\/polymed.png&#8221; _builder_version=&#8221;4.27.0&#8243; _module_preset=&#8221;default&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_video][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Prediction of Surface PropertiesAI Template for Predicting Surface FunctionalizationIn collaboration with Dr. Heinrich Jehle, we have created an AI template that predicts specific surface functions of materials. The created template analyzes surfaces of injection-molded polymer products and calculates the effectiveness of the special surface function: &#8220;Cell-repellent effect.&#8221; The template can be used to evaluate products [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"project_category":[33,36,35,34],"project_tag":[],"class_list":["post-1270","project","type-project","status-publish","hentry","project_category-image-analysis","project_category-llm-en","project_category-time-series-analysis","project_category-wave-analysis"],"_links":{"self":[{"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/project\/1270","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/types\/project"}],"author":[{"embeddable":true,"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/comments?post=1270"}],"version-history":[{"count":2,"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/project\/1270\/revisions"}],"predecessor-version":[{"id":1272,"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/project\/1270\/revisions\/1272"}],"wp:attachment":[{"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/media?parent=1270"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/project_category?post=1270"},{"taxonomy":"project_tag","embeddable":true,"href":"https:\/\/prometronics.com\/en\/wp-json\/wp\/v2\/project_tag?post=1270"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}