sdutta-math
Research Fellow | Oden Institute, UT Austin & CHL, US Army @erdc. Interested in model order reduction, scientific machine learning, computational mathematics.
The University of Texas at Austin, Oden InstituteMadison, MS
Pinned Repositories
aa_autoencoder_mca
Supporting code for "reduced order modeling using advection-aware autoencoders"
node_nirom
Neural Ordinary Differential Equations for model order reduction of time-dependent PDEs
podrbf_nirom
Non-intrusive reduced order models using proper orthogonal decomposition (POD) and radial basis function (RBF) interpolation for shallow water equations
pynirom
Python tools for non-intrusive reduced order modeling
SRUncertainty
Super-resolution with uncertainty estimation from sparse observations of dynamical systems and geospatial data using CNNs and GANs
pi-estimator