romit-maulik Goto Github PK
Name: Romit Maulik
Type: User
Company: Pennsylvania State University
Bio: Assistant Professor and ICDS Co-Hire, Penn State University & Joint appointment faculty, Argonne National Laboratory.
Romit Maulik's Projects
cae_lstm_roms
Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"
cburgers
A miniapp that demonstrates the hybridized use of a C++ and Python for compute and ML respectively.
climate_change_importance
Determining feature importance for actionable climate change mitigation policies
coursework_codes
Supporting code for programming intensive courses - Oklahoma State University
ml_2d_turbulence
LES-ML closures for Kraichnan turbulence
ml_rom_closures
Time-series learning of latent-space dynamics for reduced-order model closure
neural_ode
ODE learning using continuous in time back-propagation
par-rl
Scaling RLLib for generic simulation environments on Theta
phd_codes
Research codes associated with some of my papers - Email: romit.maulik@okstate - for more details
pod_lstm_daymet
POD-based daytime max temperature emulator for NASA DayMet data
pod_rkhs
Using RKHS for simulating evolution of POD coefficients with applications to NWP, Climate
practice
Random snippets of code I've developed over the years (generally when bored)
probabilistic_ml_fluids
Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"
pyparsvd
An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py
romit-maulik.github.io
Hosting personal webpage
space_invaders
Space invaders game using the python turtle environment
theta_containers
Singularity recipes for ALCF-Theta
thetagpu-docs
Staging area for Theta-GPU documentation
uchicago_summerschool_2022
Notebooks for UChicago Data Science Summer School lecture
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