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Data Driven Modeling for Scientific Discovery and Digital Twins
Presenter
- Dongbin Xiu
October 27, 2025
IMSI
Kinetic Theory: Novel Statistical, Stochastic and Analytical Methods: Explicit construction of zero loss minimizers and the interpretability problem in Deep Learning
Presenter
- Thomas Chen
October 21, 2025
SLMath
Rongjie Lai - Unsupervised In-context Operator Learning for Mean Field Games - IPAM at UCLA
Presenter
- Rongjie Lai
July 15, 2025
IPAM
Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers
Presenter
- Wenjing Liao
July 14, 2025
IPAM
Lars Ruthotto - Mixed-Precision Algorithms for Training Neural ODEs - IPAM at UCLA
Presenter
- Lars Ruthotto
July 14, 2025
IPAM
Using Logic to Investigate Homeomorphism Groups of Manifolds
Presenter
- Thomas Koberda
April 1, 2025
IAS
Surrogates of multi-physics models, in climate and convection, with sequential design for simulators with sharp transitions using Deep Gaussian Processes
Presenter
- Serge Guillas
February 25, 2025
IMSI
Fanny Yang - Surprising phenomena of max-lp-margin classifiers in high dimensions - IPAM at UCLA
Presenter
- Fanny Yang
October 17, 2024
IPAM
Continuous Signal Processing using Implicit Neural Representation
Presenter
- Kyong Hwan
August 7, 2024
IMSI