Romit-Maulik

Romit Maulik's repositories

PyParSVD

An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py

Language:PythonMIT57 5 1

PAR-RL

Scaling RLLib for generic simulation environments on Theta

Language:Python20 10

CAE_LSTM_ROMS

Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"

Language:Jupyter Notebook18 2 1

ML_2D_Turbulence

LES-ML closures for Kraichnan turbulence

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Practice

Random snippets of code I've developed over the years (generally when bored)

Language:Jupyter NotebookMIT12 10

Probabilistic_ML_Fluids

Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"

Language:Jupyter Notebook11 10

ML_ROM_Closures

Time-series learning of latent-space dynamics for reduced-order model closure

Language:Jupyter Notebook8 10

UChicago_SummerSchool_2022

Notebooks for UChicago Data Science Summer School lecture

Language:Jupyter Notebook7 10

CBurgers

A miniapp that demonstrates the hybridized use of a C++ and Python for compute and ML respectively.

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PhD_Codes

Research codes associated with some of my papers - Email: romit.maulik@okstate - for more details

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POD_RKHS

Using RKHS for simulating evolution of POD coefficients with applications to NWP, Climate

Language:Jupyter Notebook4 20

Climate_Change_Importance

Determining feature importance for actionable climate change mitigation policies

Language:Python200

Coursework_Codes

Supporting code for programming intensive courses - Oklahoma State University

Language:Python2 10

POD_LSTM_DayMet

POD-based daytime max temperature emulator for NASA DayMet data

Language:Python2 10

Neural_ODE

ODE learning using continuous in time back-propagation

Language:Jupyter Notebook1 10

Romit-Maulik.github.io

Hosting personal webpage

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Space_invaders

Space invaders game using the python turtle environment

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Theta_Containers

Singularity recipes for ALCF-Theta

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ThetaGPU-Docs

Staging area for Theta-GPU documentation

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