---------- Forwarded message --------- From: Harvard University &lt;iacs-info(a)seas.harvard.edu&gt; Date: Wed, Sep 21, 2016 at 11:16 AM Subject: IACS SEMINAR: "Machine Learning for Materials Discovery: Low-LTC Compounds, GrainBoundaries and Superlattices" by Koji Tsuda, University of Toyko To: &lt;jenniferwei(a)fas.harvard.edu&gt; <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83jkpRYm1OyvDWy44KP0XNGWvwrRfepy1H0R3scXzN63POQbtJUG7WYH8tF2joEdlJgFrk32kW-2D-2DD0df7qD8TitjaFeroP-2D3nMKC4OVvf9YrAcXRLWVFcArp5Y1E89sy6kw-3D-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=I2pqukgPxGpNrle4ev_2a26kD-Z-sXCtT4SkF5A8h2I&e=> " <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83uj7bN24RuXadRUrABZybZdOZbFfpHhyIrEuuqUgbs-5F4wC32Bn8wQk-2DtYN8yhgSVIRo5wvpXmcQ4HPpsO-5FZxMQqHRl-5Ftk29KCSYvL22AiVg7SVV30NEUIFcN9D0aN9KwYl6vw54rC2mCfuBb7Z8SOdvKf-5Fo-2DbJ9tZg-3D-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=O9_KQwHQWTC_8HrQA5_XX1YV3h42cyMUm65eikKgRe0&e=>Machine Learning for Materials Discovery: <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83uj7bN24RuXadRUrABZybZdOZbFfpHhyIrEuuqUgbs-5F4wC32Bn8wQk-2DtYN8yhgSVIRo5wvpXmcQ4HPpsO-5FZxMQqHRl-5Ftk29KCSYvL22AiVg7SVV30NEUIFcN9D0aN9KwYl6vw54rC2mCfuBb7Z8SOdvKf-5Fo-2DbJ9tZg-3D-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=O9_KQwHQWTC_8HrQA5_XX1YV3h42cyMUm65eikKgRe0&e=>Low-LTC Compounds, GrainBoundaries and Superlattices" <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83uj7bN24RuXadRUrABZybZdOZbFfpHhyIrEuuqUgbs-5F4wC32Bn8wQk-2DtYN8yhgSVIRo5wvpXmcQ4HPpsO-5FZxMQqHRl-5Ftk29KCSYvL22AiVg7SVV30NEUIFcN9D0aN9KwYl6vw54rC2mCfuBb7Z8SOdvKf-5Fo-2DbJ9tZg-3D-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=O9_KQwHQWTC_8HrQA5_XX1YV3h42cyMUm65eikKgRe0&e=> *presented by* Koji Tsuda <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83uj7bN24RuXa-2DU7P8lqqnML1H10vWcLry-5FguHMNYoHQohNcnSOBGwMXZdEZGu5GlRdyzDwY5mo1Ax6vssRk5UzjIxh-5FSKXhi2dc9CzH1HK353b1TKg3WeQ4-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=arnkJkVLdcdAVXGZG6LnoTjYeIxnRBo-oIvi1q5FTsE&e=> Professor, Department of Computational Biology and Medical Sciences Graduate School of Frontier Sciences *The University of Tokyo* Friday, September 23, 2016 1-2pm SEAS Campus Maxwell Dworkin G115 (map <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83lEZ-5FDcvbVo8mfzzvHt2D2P1eH-2DJO2psLL8F-5F0Mk2ojlfkB3SPTfiKWfIaSwKeiL-2DpXLoNGohLDgxn451a-2DVwSe25KfNlvBRMwTZJ6q2ec6KYmYQyQPiMq6-2DkbdTXd-2DevOidkvGuXn4X-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=fAPlPkb-3KYPPLiCEtqDYcv7u9EF9kZLfvP-m1F72dM&e=> ) 33 Oxford Street Cambridge, MA 02138 Material discovery driven by machine learning is a reality. In his talk, Professor Tsuda will report successful case studies in discovery of low LTC compounds from database, grain boundary optimization and automated design of Si-Ge superlattices. <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83lqnW55oQk0rNTa5iOlOf5cQIL6d2zUSf4Ox8tYfS83PEW9It5-2DGjyBSq5VlqtepdaP5HxNFI0tZ7AT0gT7XY1svbQuT-5F50sw-5Fmq209l5BGtSYtM5yNlb2wCx2CZK8I0ULF699u9DFNcrY7874u4CiE-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=CtBO4MTL1JlW8vC7Kose1oVFrMkujItWE9FKU3Rz9xM&e=> *#IACSSEMINAR SERIES* This semester's seminar series will focus on a wide range of topics including machine learning, data visualization, and the perils of data science. It will also include SEAS's Annual Dean's Lecture on Computational Science and Engineering, to be presented by Dr. Maja Mataric <https://urldefense.proofpoint.com/v2/url?u=http-3A__r20.rs6.net_tn.jsp-3Ff-3D001y20Ff7Q-2Dr-5F66ZQW-2DFKGjhyNIUwzlE8OZtqUngB-5FA-2DNSp-2D9ivBCo83uj7bN24RuXak8laztxc0Iov9qAk7E8W5Ao4dCqTd6KWxXV6z-5F3hVsNJfxBySU5irn7JPcz-2DOQ6eIl1PIq2a6qkmb41WHp4fFWebrNIbaGjIGFpK2xuuGoSa7XBxqTErsTMa5utuVANVQn24uJRnvi8-3D-26c-3D9nn27ryImIv-2DnMKJCX3hNeigOrQphG2FU0HlpljB0CBTVobZZfdLtA-3D-3D-26ch-3DE-2DW-2DRn4DXdQohMzkscaEYrhpnKphlQL-2DSxinGkEI0ot-5FAKfFHnluQw-3D-3D&d=CwMFaQ&c=WO-RGvefibhHBZq3fL85hQ&r=UPzYrSHLXjnX3tYn90C8Ljjzb-yfrb1UtMOxOFh-tKk&m=jEiuCglLO-RFohjwl-T4q6K1usC3GFrSVITsuBzEJ9w&s=wNG3dk9fwM-ya41vbH-TR_UcJ6emrRRkiIy-TTMK1EI&e=> . 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