Videos

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Nested Operator Inference for data-driven learning of physics-based reduced-order models Thumbnail

Nested Operator Inference for data-driven learning of physics-based reduced-order models

Presenter
  • Nicole Aretz
November 13, 2025
IMSI
Short Talk: Interpretable and flexible non-intrusive reduced-order models using reproducing kernel Hilbert spaces Thumbnail

Short Talk: Interpretable and flexible non-intrusive reduced-order models using reproducing kernel Hilbert spaces

Presenter
  • Shane McQuarrie
November 11, 2025
IMSI
Control-oriented optimal sensor placement for inverse problems governed by PDEs Thumbnail

Control-oriented optimal sensor placement for inverse problems governed by PDEs

Presenter
  • Alen Alexanderian
October 29, 2025
IMSI
Hybrid-Cooperative Learning for PDEs Thumbnail

Hybrid-Cooperative Learning for PDEs

Presenter
  • Enrique Zuazua
October 27, 2025
IMSI

Towards a quantum algorithm for Khovanov homology

Presenter
  • Aaron Lauda
October 22, 2025
ICERM
Roman Grigoriev - Bridging scales using physically-informed machine learning - IPAM at UCLA Thumbnail

Roman Grigoriev - Bridging scales using physically-informed machine learning - IPAM at UCLA

Presenter
  • Roman Grigoriev
October 10, 2025
IPAM
Manuel Landstorfer - Continuum Thermodynamic Models for Electrochemical Interfaces - IPAM at UCLA Thumbnail

Manuel Landstorfer - Continuum Thermodynamic Models for Electrochemical Interfaces - IPAM at UCLA

Presenter
  • Manuel Landstorfer
October 8, 2025
IPAM
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
David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA Thumbnail

David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA

Presenter
  • David Bortz
October 7, 2025
IPAM
Data Selection in PDE-Based Inverse Problems: Insights from Randomized Linear Algebra Thumbnail

Data Selection in PDE-Based Inverse Problems: Insights from Randomized Linear Algebra

Presenter
  • Qin Li
October 7, 2025
IMSI
A Mathematical Perspective On Contrastive Learning Thumbnail

A Mathematical Perspective On Contrastive Learning

Presenter
  • Ricardo Baptista
October 7, 2025
IMSI
Juergen Fuhrmann - Thermodynamically Consistent Finite Volume for Generalized Nernst-Planck-Poisson Thumbnail

Juergen Fuhrmann - Thermodynamically Consistent Finite Volume for Generalized Nernst-Planck-Poisson

Presenter
  • Juergen Fuhrmann
September 9, 2025
IPAM