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Data Selection in PDE-Based Inverse Problems: Insights from Randomized Linear Algebra
Presenter
- Qin Li
October 7, 2025
IMSI
Data Manifolds as Priors for Inverse Problems: From Regularization to Representation
Presenter
- Jiequn Han
June 10, 2025
IMSI
Data-Driven Methods for Two Inference Problems in Mathematical Biology via Optimal Transport
Presenter
- Wenjun Zhao
May 8, 2025
ICERM
Data-Efficient Kernel Methods for Discovering Differential Equations and Their Solution Operators
Presenter
- Houman Owhadi
March 31, 2025
IMSI
Data driven reduced order modeling for first order hyperbolic systems with application to waveform inversion
Presenter
- Liliana Borcea
February 5, 2025
IMSI
Data-driven methods for inference in dynamical systems
Presenter
- Bjorn Sandstede
January 22, 2025
ICERM
From Data to Structure: Learning Mechanical Systems Via Rational Functions
Presenter
- Steffen W. R. Werner
January 7, 2025
ICERM
Data-adaptive RKHS regularization for learning kernels in operators
Presenter
- Fei Lu
May 17, 2024
IMSI
Information-theoretic approach to atomic cluster expansion (ACE)
Presenter
- Cas van
April 10, 2024
IMSI