Videos

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Optimization-in-the-loop ML for energy and climate

Presenter
  • Priya Donti
June 9, 2023
ICERM

Learning to Predict using Network of Spiking Neurons

Presenter
  • Biswadeep Chakraborty
June 8, 2023
ICERM

Evolving Spiking Neural Networks for Scientific Applications

Presenter
  • Catherine Schuman
June 8, 2023
ICERM

A Probabilistic Future for Neuromorphic Computing

Presenter
  • Brad Aimone
June 8, 2023
ICERM

Dynamics and symmetries in neural network learning

Presenter
  • Stefanie Jegelka
June 8, 2023
ICERM

Multifidelity Deep Operator Networks

Presenter
  • Amanda Howard
June 7, 2023
ICERM

Local approximation of operators

Presenter
  • HRUSHIKESH MHASKAR
June 7, 2023
ICERM

Deep neural operators with reliable extrapolation for multiphysics, multiscale & multifidelity problems

Presenter
  • Lu Lu
June 7, 2023
ICERM

Representation equivalent Neural Operators

Presenter
  • Rima Alaifari
June 7, 2023
ICERM

Machine-Learned Finite Element Exterior Calculus for Linear and Nonlinear Problems

Presenter
  • Jonas Actor
June 6, 2023
ICERM

Sparse Cholesky Factorization for Solving PDEs with Gaussian Processes

Presenter
  • Yifan Chen
June 6, 2023
ICERM

GFlowNets to accelerate scientific discovery with machine learning

Presenter
  • Alex Hernandez-Garcia
June 6, 2023
ICERM