Videos

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Rebekah White - Surrogate-Based Optimization of Magnetized Liner Inertial Fusion (MagLIF) Target Design

May 20, 2026
IPAM

Boris Kramer - Structure-preserving Lift & Learn: Scientific machine learning for nonlinear conservative partial differential equations

April 17, 2026
IPAM

Solving and Learning Partial Differential Equations with Q-Exponential Processes

Presenter
  • Shiwei Lan
March 6, 2026
ICERM
Data-efficient kernel methods for learning differential equations and their solution operators Thumbnail

Data-efficient kernel methods for learning differential equations and their solution operators

Presenter
  • Bamdad Hosseini
October 8, 2025
IMSI
Constraining the outputs of ReLu neural networks Thumbnail

Constraining the outputs of ReLu neural networks

Presenter
  • Yulia Alexandr
July 21, 2025
IMSI
The mean-squared-error is not enough: Improved prediction of chaotic dynamical systems with scientific machine learning Thumbnail

The mean-squared-error is not enough: Improved prediction of chaotic dynamical systems with scientific machine learning

Presenter
  • Romit Maulik
June 13, 2025
IMSI

Recent developments in nonlinear random matrices

Presenter
  • Yizhe Zhu
May 22, 2024
ICERM
Expressing The Density Matrix as Functional Of The Density: How To Profit From Machine Learning? Thumbnail

Expressing The Density Matrix as Functional Of The Density: How To Profit From Machine Learning?

Presenter
  • Lucia Reining
March 28, 2024
IMSI
Spectral Gap in Regular Graphs and Hypergraphs Thumbnail

Spectral Gap in Regular Graphs and Hypergraphs

Presenter
  • Ioana Dumitriu
September 24, 2021
SLMath
Active learning and experimental design - who should we test? Thumbnail

Active learning and experimental design - who should we test?

Presenter
  • Eldad Haber
April 21, 2020
IPAM
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS
Solving high dimensional HJ equations using generalized Hopf-Lax formulas vs using Machine Learning Thumbnail

Solving high dimensional HJ equations using generalized Hopf-Lax formulas vs using Machine Learning

Presenters
  • Stanley Osher
  • Samy Wu Fung
April 1, 2020
IPAM