Katiana Kontolati's repositories
TL-DeepONet
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
latent-deeponet
Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."
GrassmannianEGO
Source code of "Manifold learning for coarse-graining atomistic simulations: Application to amorphous solids".
surrogate-overparameterization
Source code of "On the influence of over-parameterization in manifold based surrogates and deep neural operators".
uq4chemcam
Codes for "Neural Density Estimation and Uncertainty Quantification for Laser Induced Breakdown Spectroscopy Spectra".
hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
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).
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.github.io
My website
katiana22.website
A beautiful, simple, clean, and responsive Jekyll theme for academics
katiana22_old
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes