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Towards prediction uncertainty for computational physics-based models, agent-based models, and machine learning models
Presenter
- Dave Higdon
May 19, 2025
IMSI
Accelerated materials innovation using AI/ML and Digital Twins
Presenter
- Surya Kalidindi
April 24, 2025
IMSI
On kernelized particle systems for sampling and quantization
Presenter
- Youssef Marzouk
April 2, 2025
IMSI
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures
Presenter
- Wei Chen
April 1, 2025
IMSI
Sparse-optimization to discover dynamical systems models from data
Presenter
- Niall Mangan
March 19, 2025
IMSI
Leena Vankadara - Scaling Insights from Infinite-Width Theory for Next Gen Architecture & Learning
Presenter
- Leena Vankadara
October 18, 2024
IPAM
Misha Belkin - Emergence and grokking in "simple" architectures - IPAM at UCLA
Presenter
- Misha Belkin
October 18, 2024
IPAM
Shaowei Lin - Singular Learning, Relative Information and the Dual Numbers - IPAM at UCLA
Presenter
- Shaowei Lin
October 16, 2024
IPAM
Modeling rare events. Discovering reaction pathways, slow variables, and committor probabilities with machine learning
Presenter
- Christophe Chipot
April 26, 2024
IMSI