Pinned Repositories
ice_pinn
Software for pinn modeling ice sheet
auto-launch
cloud-speed-test
pinn_clusters
test-it
pinn_clusters
Accompanying code for paper: "1D Ice Shelf Hardness Inversion: Clustering Behavior and Collocation Resampling in Physics-Informed Neural Networks" by Yunona Iwasaki and Ching-Yao Lai. We document the codes used to train PINNs for 1D ice-shelf inverse modeling and to analyze training results over repeated trials.
2023-fall-class-notebooks
2023Spring-class-notebooks
ice_1D_pinn
Python library to train PINNs for 1D ice shelf modeling. Used in the paper "1D Ice Shelf Hardness Inversion: Clustering Behavior and Collocation Resampling in Physics-Informed Neural Networks" by Iwasaki and Lai.
Labs
rgclapp007's Repositories
rgclapp007/ice_pinn
Software for pinn modeling ice sheet
rgclapp007/auto-launch
rgclapp007/cloud-speed-test
rgclapp007/pinn_clusters
rgclapp007/test-it