Pinned Repositories
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
al-folio
A beautiful Jekyll theme for academics
amrex
AMReX: Software Framework for Block Structured AMR
APS-GNSP
DDP_UNet
3D U-Net for pytorch DDP training
FourCastNet
Initial public release of code, data, and model weights for FourCastNet
hybrid-reservoir-computing
simplified hybrid reservoir computing code
parallelized-reservoir-computing
This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the paper: Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach (Physical Review Letters, 120, 024102 (2018)).
reservoir-computing-lyapunov-exponents
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.org/10.1063/1.5010300
FourCastNet
Initial public release of code, data, and model weights for FourCastNet
jdppthk's Repositories
jdppthk/reservoir-computing-lyapunov-exponents
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.org/10.1063/1.5010300
jdppthk/parallelized-reservoir-computing
This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the paper: Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach (Physical Review Letters, 120, 024102 (2018)).
jdppthk/hybrid-reservoir-computing
simplified hybrid reservoir computing code
jdppthk/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
jdppthk/al-folio
A beautiful Jekyll theme for academics
jdppthk/amrex
AMReX: Software Framework for Block Structured AMR
jdppthk/APS-GNSP
jdppthk/DDP_UNet
3D U-Net for pytorch DDP training
jdppthk/FourCastNet
Initial public release of code, data, and model weights for FourCastNet
jdppthk/IAMR
A parallel, adaptive mesh refinement (AMR) code that solves the variable-density incompressible Navier-Stokes equations.
jdppthk/modulus-makani
Massively parallel training of machine-learning based weather and climate models
jdppthk/SWDB_2018
Course materials for the 2018 Summer Workshop on the Dynamic Brain
jdppthk/swdb_2018_tools
A collaborative Python package built by participants of the Summer Workshop on the Dynamic Brain