Romit-Maulik
Assistant Professor and ICDS Co-Hire, Penn State University & Joint appointment faculty, Argonne National Laboratory.
Pennsylvania State University
Pinned Repositories
PythonFOAM
In-situ data analyses and machine learning with OpenFOAM and Python
TensorFlowFoam
Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development
deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
CAE_LSTM_ROMS
Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"
ML_2D_Turbulence
LES-ML closures for Kraichnan turbulence
ML_ROM_Closures
Time-series learning of latent-space dynamics for reduced-order model closure
PAR-RL
Scaling RLLib for generic simulation environments on Theta
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's Repositories
Romit-Maulik/PyParSVD
An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py
Romit-Maulik/PAR-RL
Scaling RLLib for generic simulation environments on Theta
Romit-Maulik/CAE_LSTM_ROMS
Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"
Romit-Maulik/ML_2D_Turbulence
LES-ML closures for Kraichnan turbulence
Romit-Maulik/Practice
Random snippets of code I've developed over the years (generally when bored)
Romit-Maulik/Probabilistic_ML_Fluids
Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"
Romit-Maulik/ML_ROM_Closures
Time-series learning of latent-space dynamics for reduced-order model closure
Romit-Maulik/UChicago_SummerSchool_2022
Notebooks for UChicago Data Science Summer School lecture
Romit-Maulik/CBurgers
A miniapp that demonstrates the hybridized use of a C++ and Python for compute and ML respectively.
Romit-Maulik/PhD_Codes
Research codes associated with some of my papers - Email: romit.maulik@okstate - for more details
Romit-Maulik/POD_RKHS
Using RKHS for simulating evolution of POD coefficients with applications to NWP, Climate
Romit-Maulik/Climate_Change_Importance
Determining feature importance for actionable climate change mitigation policies
Romit-Maulik/Coursework_Codes
Supporting code for programming intensive courses - Oklahoma State University
Romit-Maulik/POD_LSTM_DayMet
POD-based daytime max temperature emulator for NASA DayMet data
Romit-Maulik/Neural_ODE
ODE learning using continuous in time back-propagation
Romit-Maulik/Romit-Maulik.github.io
Hosting personal webpage
Romit-Maulik/Space_invaders
Space invaders game using the python turtle environment
Romit-Maulik/Theta_Containers
Singularity recipes for ALCF-Theta
Romit-Maulik/ThetaGPU-Docs
Staging area for Theta-GPU documentation