lonelysun1990
PhD candidate, Energy Resources Engineering, Stanford University Current research: deep-learning based reduced-order modeling for subsurface flow problems
Stanford UniversityStanford, CA
Pinned Repositories
E2C
Embed to Control (deep-learning based reduced-order model)
e2c_jpse
Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE
heart-disease
Kaggle competition: predicting a (fictitious) heart disease
TPWL_WORKFLOW
matlab version of POD-TPWL, including rate control and geo-paramter control
var-unet-qu
variational u-net for uncertainty quantification (cs231n project)
lonelysun1990's Repositories
lonelysun1990/e2c_jpse
Code example for "deep-learning-based surrogate model for reservoir simulation with time-varying well controls" on JPSE
lonelysun1990/TPWL_WORKFLOW
matlab version of POD-TPWL, including rate control and geo-paramter control
lonelysun1990/E2C
Embed to Control (deep-learning based reduced-order model)
lonelysun1990/heart-disease
Kaggle competition: predicting a (fictitious) heart disease
lonelysun1990/var-unet-qu
variational u-net for uncertainty quantification (cs231n project)