25132 results
David Ryckelynck
Self-Supervised Machine Learning of ROM-nets for the Mechanics of Materials
David Ryckelynck
Self-Supervised Machine Learning of ROM-nets for the Mechanics of Materials
Symposium
Event
Documents and Media Download the support material Abstract We propose a general framework for projection-based model order reduction using self-supervised machine learning [1]. For parametric elliptic equations, this approach is theoretically grounded in …
2:00 - 2:35pm
Event
Documents and Media Download the support material Abstract During this talk, I will present the NIRB two-grid method, along with recent extensions applied to the Navier–Stokes equations, aimed at further reducing the computational cost of the algorithm. …
11:45am - 12:30pm
Event
Documents and Media Download the support material Abstract In this talk, we present randomized methods that provide high-probability guarantees for the accuracy of reduced-order approximations of parametric partial differential equations (PDEs) with …
11:00 - 11:45am
Series
Introduction This year’s course by Dominique Charpin offers an overview of Mesopotamian cities during the Early Babylonian period, presenting both the current state of excavations and research based on archival materials discovered from Ur in the south to …
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Series
Introduction This course will discuss osmosis and osmotic phenomena in their various forms. Osmosis is the prototypical example of so-called entropic forces. It is a universal phenomenon, simple in form yet sometimes abstruse in its underlying principles. …
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Geneviève Dusson
Metric-Based Nonlinear Model Order Reduction with Applications to Quantum Chemistry
Geneviève Dusson
Metric-Based Nonlinear Model Order Reduction with Applications to Quantum Chemistry
Symposium
Event
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
Series
Event
9:30 - 11:00am
Event
3:00 - 4:00pm
Event
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