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Scalable, Efficient and Accelerated Causal Reasoning Operators, Graphs and Spikes for Earth and Embedded Systems (SEA-CROGS)

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  3. Scalable, Efficient and Accelerated Causal Reasoning Operators, Graphs and Spikes for Earth and Embedded Systems (SEA-CROGS)

Webinars

All webinars start at 12:00 pm PT/3:00 p.m. ET.

Webinar recordings for the Physics-Informed Learning Machines for Multiscale and Multiphysics Problems (PhILMs) Center can be found here.

2024

February 6, 2024 Bryon Aragam
University of Chicago

Title to be announced.

2023

September 12, 2023

Soledad Villar
Johns Hopkins University

"Exact and Approximate Symmetries in Machine Learning Models"

August 15, 2023

Philip Morrison
The University of Texas at Austin
"The Metriplectic 4-bracket: A Curvature-like Framework for Describing Dissipation in Joined Hamiltonian and Dissipative Fluid and Plasma"

August 1, 2023

Daniel Tartakovsky
Stanford University

"Role of Physics in Physics-Informed Machine Learning"

July 11, 2023

Houman Owhadi
CalTech

"Computational Hypergraph Discovery"

June 27, 2023

Noseong Park
Yonsei University

"GREAD: Graph Neural Reaction-Diffusion Networks"

June 20, 2023

Reese Jones
Sandia National Laboratories

"Machine Learning Constitutive Models of Inelastic Materials with Microstructure"

June 13, 2023

Prasanna Sattigeri
IBM

"Uncertainty Quantification and Trustworthy AI-assisted Decision Making"

May 30, 2023

Mengjia Xu
Brown University

"Stochastic Graph Embeddings on Transformers in Dynamic Graphs"

May 23, 2023

Panos Stinis
Pacific Northwest National Laboratory

"Multifidelity Scientific Machine Learning"

May 16, 2023

Prasanna Balaprakash
Oak Ridge National Laboratory

"Scalable Automated Design and Development of Deep Neural Networks for Scientific and Engineering Applications"

May 2, 2023

Priya Panda
Yale University

"Bio-Plausible Algorithm-Hardware Co-Design for Efficient & Robust AI"

April 25, 2023

Yu (Kevin) Cao
Arizona State University

"Scale up Your In-Memory Computing: A Heterogenous Paradigm"

April 18, 2023

Eric Hall
Dundee University

"Uncertainty Quantification for Deep Learning of Complex Systems"

April 4, 2023

Ani Hsieh
University of Pennsylvania

"Building a Smart Ocean Observational Framework: Challenges and Opportunities for Robotics and Autonomous Systems"

March 28, 2023

Alex Hernandez-Garcia
Mila-Quebec Artificial Intelligence Institute

“GFlowNet: Introduction and Applications to AI-Driven Scientific Discovery”

 

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