TODAY: Eric Fuemmeler, 16-Jan-24, 12:20pm Central
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Ellad Tadmor
Jan 16, 2024, 9:45:55 AMJan 16
to aem-solid...@umn.edu
AEM Mechanics Research Seminar
Tuesday 16-Jan-2024, 12:20pm Central
Dr. Eric Fuemmeler
Department of Aerospace Engineering and Mechanics, University of Minnesota
Title: Generative AI for Materials Design
Abstract: Over the last several years, generative artificial intelligence (AI) has been at the heart of the most innovative large language and computer vision developments, e.g., ChatGPT, DALL-E, and Midjourney. Recently, these same techniques have been applied to the chemical and material sciences. In this talk, I will survey recent work performed by the likes of DeepMind and Microsoft's AI4Science, on structural representation/corruption as it pertains to diffusion models, unconditional generation, and inverse materials design. I will highlight current applications, state of the art performance, and discuss challenges and opportunities moving forward.
For more information, visit the AEM Mechanics Research Seminar website:
Tuesday 16-Jan-2024, 12:20pm Central
In-person: Room 402, Walter Library, University of Minnesota
Online: Webinar registration link
Department of Aerospace Engineering and Mechanics, University of Minnesota
Title: Generative AI for Materials Design
Abstract: Over the last several years, generative artificial intelligence (AI) has been at the heart of the most innovative large language and computer vision developments, e.g., ChatGPT, DALL-E, and Midjourney. Recently, these same techniques have been applied to the chemical and material sciences. In this talk, I will survey recent work performed by the likes of DeepMind and Microsoft's AI4Science, on structural representation/corruption as it pertains to diffusion models, unconditional generation, and inverse materials design. I will highlight current applications, state of the art performance, and discuss challenges and opportunities moving forward.
For more information, visit the AEM Mechanics Research Seminar website:
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Ellad B. Tadmor, Ph.D.
Russell J. Penrose Professor
Department of Aerospace Engineering and Mechanics
University of Minnesota
https://dept.aem.umn.edu/~tadmor/
Russell J. Penrose Professor
Department of Aerospace Engineering and Mechanics
University of Minnesota
https://dept.aem.umn.edu/~tadmor/
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