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Communication-Avoiding Sparse Matrix Algorithms for Large Graph and Machine Learning Problems
Presenter
- Aydin Buluç
November 28, 2018
IPAM
Software Ecosystems for High-Performance Computing: Reflections, Challenges and Opportunities
Presenter
- Lois McInnes
September 14, 2025
ICERM
Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models
Presenter
- Chris Sutton
November 21, 2019
IPAM
Rama Vasudevan - Advancing Microscopy with Machine Learning: Lessons from Scanning Probe Microscopy
Presenter
- Rama Vasudevan
November 29, 2022
IPAM
Integrating Autonomous Systems for Advanced Material Discovery: Bridging Experiments and Theory Through Optimized Rewards
Presenter
- Sergei Kalinin
May 16, 2024
IMSI
Boltzmann Trees: a physically inspired randomization for robust modeling of physical data
Presenter
- Maxwell Hutchinson
November 20, 2019
IPAM
Hidden Physics Models: Machine Learning of Non-Linear Partial Differential Equations
Presenter
- Maziar Raissi
October 29, 2019
IPAM
Navigating colloidal design space with machine learning
Presenter
- Matthew Spellings
December 7, 2016
IPAM
Richard Hennig & Jason Gibson - AI-driven workflows for the discovery of novel superconductors
Presenters
- Richard Hennig
- Jason Gibson
May 5, 2023
IPAM
Improving PDE solvers and PDE-constrained optimization with deep learning and differentiable programming
Presenter
- Stephan Hoyer
October 18, 2019
IPAM