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Understanding and mitigating gradient flow pathologies in physics-informed neural networks
Presenter
- Paris Perdikaris
April 21, 2020
ICERM
From Fourier to Koopman - Spectral Methods for Long-term Time Series Prediction
Presenter
- J. Nathan Kutz
April 20, 2020
ICERM
Welcome and Fast Discovery of Pairwise Interactions in High Dimensions using Bayes
Presenter
- Tamara Broderick
April 20, 2020
ICERM
Interpretable data-driven model reduction for multiscale nonlinear dynamics
Presenter
- Jared Callaham
March 27, 2020
ICERM
Reliable and efficient model reduction of parametrized aerodynamics problems - error estimation and Adaptivity
Presenter
- Masayuki Yano
March 27, 2020
ICERM
Randomization for the Efficient Reduced Order Models in Diffuse Optical Tomography
Presenter
- Selin Aslan
March 27, 2020
ICERM
Efficient randomized algorithms for subspace system identification
Presenter
- Arvind Saibaba
March 26, 2020
ICERM
Sensor Selection for Bayesian Inverse Problems and Data Assimilation via Dimension Reduction
Presenter
- Nicole Nellesen
March 26, 2020
ICERM
A Reduced Order Modeling approach for PDEs with bifurcating solutions
Presenter
- Annalisa Quaini
March 26, 2020
ICERM