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Abstract Microbes have a bad reputation. Bacteria and viruses are still primarily associated with infectious diseases, and microbiology remains largely focused on understanding infections and their treatment. Yet this tradition of microbiology, inherited …
6:00 - 7:00pm
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Documents and Media Download the support material Abstract A broad class of problems in science and engineering involves repeatedly solving partial differential equations (PDEs) for different parameter values. Linear reduced-order models are a powerful …
9:45 - 10:30am
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5:40 - 6:00pm
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Introduction Digital data constitutes a “second world”—that is, a representation, shaped by modeling choices, of a wide range of human activities, such as the economy, communications, healthcare, and culture. Data is also created to describe the physical …
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9:30 - 11:00am
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11:15am - 12:15pm
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5:30 - 6:30pm
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Documents and Media Download the support material Abstract The design of smart, autonomous mechanical structures capable of performing real-time monitoring of their integrity and taking proactive measures during operation to prevent downtime or failure …
4:45 - 5:30pm
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Documents and Media Download the support material Abstract To meet the rigorous demands of Best-Estimate Plus Uncertainty (BEPU) in modern nuclear engineering, it is essential to characterize safety margins and system dynamics with both high fidelity and …
4:00 - 4:45pm
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6:00 - 7:00pm
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Documents and Media Download the support material Abstract This talk presents the Polytope Division Method (PDM), a greedy algorithm for solving high-dimensional configuration optimization problems—such as those arising in model reduction and optimal …
2:45 - 3:30pm
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Olivier de Schutter has been invited by the assembly of the Collège de France, at the suggestion of Pr Samantha Besson, Chair of International Law of Institutions . Olivier De Schutter This series of four   lectures by Olivier de Schutter is part of the …
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Abstract Multi-query simulation settings require efficient surrogates for the underlying processes. We consider a family of kernel-based greedy schemes for approximating the solutions of PDEs, exemplified by elliptic boundary value problems [1]. The …
2:00 - 2:45pm
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10:30am - 12:30pm
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Documents and Media Download the support material Abstract Joint work with Romain Verdière (Inria Grenoble) and Olivier Zahm (Inria Grenoble). During this talk, I will present a gradient-enhanced algorithm for high-dimensional function approximation that …
11:45am - 12:30pm