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Events for October 27, 2020

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10:30 AM

MEAM Seminar: “Data-driven Physics Discovery and Scale Bridging in Materials”

October 27 at 10:30 AM - 12:00 PM
Zoom – Email MEAM for Link, peterlit@seas.upenn.edu

In this talk I will provide an overview of our recent work in data-driven methods---mainly machine learning---to enhance computational materials physics models. This body of work has proceeded along two main fronts. The first is system inference, where we seek to identify physical mechanisms via their mathematical signatures as differential or algebraic operators. Our approach […]

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3:00 PM

CIS Seminar:”Advances in Machine Learning Systems Research”

October 27 at 3:00 PM - 4:00 PM
Zoom – Email CIS for link, cherylh@cis.upenn.edu + Google Map

long-standing grand challenge in computing is to enable machines to act autonomously and intelligently: to rapidly and repeatedly take appropriate actions based on information in the world around them. Driven by trends in the data economy, rapid progress in AI, and an increasingly programmable physical world we are at an inflection point that demands a […]

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