Pinned Repositories
CDAR
The source code for "Deep transfer learning for conditional shift in regression"
Classification-of-handwritten-greek-letters
Classification of lowercase handwritten Greek letters (dataset provided).
GDM-PCE
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
GrassmannianEGO
Source code of "Manifold learning for coarse-graining atomistic simulations: Application to amorphous solids".
hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
surrogate-overparameterization
Source code of "On the influence of over-parameterization in manifold based surrogates and deep neural operators".
TL-DeepONet
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
uq4chemcam
Codes for "Neural Density Estimation and Uncertainty Quantification for Laser Induced Breakdown Spectroscopy Spectra".
UQpy
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
katiana22's Repositories
katiana22/TL-DeepONet
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
katiana22/latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
katiana22/GDM-PCE
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
katiana22/GrassmannianEGO
Source code of "Manifold learning for coarse-graining atomistic simulations: Application to amorphous solids".
katiana22/surrogate-overparameterization
Source code of "On the influence of over-parameterization in manifold based surrogates and deep neural operators".
katiana22/uq4chemcam
Codes for "Neural Density Estimation and Uncertainty Quantification for Laser Induced Breakdown Spectroscopy Spectra".
katiana22/Classification-of-handwritten-greek-letters
Classification of lowercase handwritten Greek letters (dataset provided).
katiana22/hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
katiana22/CDAR
The source code for "Deep transfer learning for conditional shift in regression"
katiana22/ComputerVision-RD-AMS-S21
Codes of the Computer Vision team for the ''Research and Design in Applied Mathematics: Data Mining'' class (Spring 2021, Johns Hopkins University).
katiana22/katiana22
katiana22/katiana22.github.io
My website
katiana22/katiana22.website
A beautiful, simple, clean, and responsive Jekyll theme for academics
katiana22/katiana22_old
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
katiana22/nathanhubens