{"id":3556,"date":"2026-09-17T17:46:33","date_gmt":"2026-09-17T08:46:33","guid":{"rendered":"https:\/\/techgala.jp\/?post_type=sessions&#038;p=3556"},"modified":"2026-09-17T17:46:35","modified_gmt":"2026-09-17T08:46:35","slug":"n2-1","status":"publish","type":"sessions","link":"https:\/\/techgala.jp\/en\/sessions\/n2-1\/","title":{"rendered":"Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Materials development has entered its second chapter\u2014shifting from an era of &#8220;discovery&#8221; to one focused on how quickly it can be scaled for real-world implementation. The key to this shift is data and AI. Deep learning now accelerates atomic-scale simulation by tens of thousands of times, and material data accumulating across borders is fundamentally transforming both the speed and the precision of development.<\/p>\n\n<p class=\"wp-block-paragraph\">In this session, we explore three frontlines\u2014the industrial deployment of AI-driven materials discovery, a new generation of materials design powered by data and automation, and data-driven R&#038;D as envisioned from the heart of national materials research\u2014brought together with the perspective of a global investor. Together we dig into where data-driven manufacturing becomes the next giant market and the next industry. Looking ahead to the 2030 markets of energy, mobility, and semiconductors, we map the path for Japan&#8217;s materials industry to move beyond &#8220;discovery&#8221; and capture industrial scale on the world stage.<\/p>","protected":false},"excerpt":{"rendered":"<p>Materials development has entered its second chapter\u2014shifting from an era of &#8220;discovery&#8221; to one focused on how quickly it can be scaled for real-world implementation. The key to this shift is data and AI. Deep learning now accelerates atomic-scale simulation by tens of thousands of times, and material data accumulating across borders is fundamentally transforming [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","session_stage":[],"session_keyword":[105,104,52,95],"session_ticket":[],"exhibitors_theme":[11],"class_list":["post-3556","sessions","type-sessions","status-publish","hentry","session_keyword-hardwareproduction","session_keyword-materialinnovation","session_keyword-ai","session_keyword-deeptech","exhibitors_theme-material","en-US"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale | TechGALA Japan 2026: BEYOND<\/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:\/\/techgala.jp\/en\/sessions\/n2-1\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale | TechGALA Japan 2026: BEYOND\" \/>\n<meta property=\"og:description\" content=\"Materials development has entered its second chapter\u2014shifting from an era of &#8220;discovery&#8221; to one focused on how quickly it can be scaled for real-world implementation. The key to this shift is data and AI. Deep learning now accelerates atomic-scale simulation by tens of thousands of times, and material data accumulating across borders is fundamentally transforming [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/techgala.jp\/en\/sessions\/n2-1\/\" \/>\n<meta property=\"og:site_name\" content=\"TechGALA Japan 2026: BEYOND\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/people\/Tech-GALA-JAPAN\/61564885483583\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-17T08:46:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/techgala.jp\/wp-content\/uploads\/2026\/06\/ogp.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"630\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@TechGALA_Japan\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/techgala.jp\\\/en\\\/sessions\\\/n2-1\\\/\",\"url\":\"https:\\\/\\\/techgala.jp\\\/en\\\/sessions\\\/n2-1\\\/\",\"name\":\"Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale | TechGALA Japan 2026: BEYOND\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/techgala.jp\\\/#website\"},\"datePublished\":\"2026-09-17T08:46:33+00:00\",\"dateModified\":\"2026-09-17T08:46:35+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/techgala.jp\\\/en\\\/sessions\\\/n2-1\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/techgala.jp\\\/en\\\/sessions\\\/n2-1\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/techgala.jp\\\/en\\\/sessions\\\/n2-1\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"TOP\",\"item\":\"https:\\\/\\\/techgala.jp\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u30bb\u30c3\u30b7\u30e7\u30f3\",\"item\":\"https:\\\/\\\/techgala.jp\\\/sessions\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/techgala.jp\\\/#website\",\"url\":\"https:\\\/\\\/techgala.jp\\\/\",\"name\":\"TechGALA Japan 2026: BEYOND\",\"description\":\"\u5730\u7403\u306e\u672a\u6765\u3092\u62d3\u304f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u796d\u5178\",\"publisher\":{\"@id\":\"https:\\\/\\\/techgala.jp\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/techgala.jp\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/techgala.jp\\\/#organization\",\"name\":\"TechGALA Japan 2026: BEYOND\",\"url\":\"https:\\\/\\\/techgala.jp\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/techgala.jp\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/techgala.jp\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/techgala.jp\\\/wp-content\\\/uploads\\\/2026\\\/05\\\/logo.svg\",\"width\":134,\"height\":43,\"caption\":\"TechGALA Japan 2026: BEYOND\"},\"image\":{\"@id\":\"https:\\\/\\\/techgala.jp\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/people\\\/Tech-GALA-JAPAN\\\/61564885483583\\\/\",\"https:\\\/\\\/x.com\\\/TechGALA_Japan\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale | TechGALA Japan 2026: BEYOND","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:\/\/techgala.jp\/en\/sessions\/n2-1\/","og_locale":"en_US","og_type":"article","og_title":"Beyond Discovery: How Data and AI Take Materials Development to Industrial Scale | TechGALA Japan 2026: BEYOND","og_description":"Materials development has entered its second chapter\u2014shifting from an era of &#8220;discovery&#8221; to one focused on how quickly it can be scaled for real-world implementation. 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