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blog-code

Code and files related to random side projects

bvtknodes

Create and execute VTK pipelines in Blender Node Editor

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

earth2mip

Earth-2 Model Intercomparison Project (MIP) is a validation framework that enables scientists to evaluate the skill of AI models for weather and climate.

fengwu

kernel_smoothers

Tutorials on kernel smoothing techniques

modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

modulus-launch

Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems

modulus-sym

Repo of abstracted workflow comparable to existing numerical solvers for training data-free and data-driven AI surrogates

mpi-wave

MPI implementation of a finite difference solver for the wave equation through heterogeneous media

mtheme

A modern LaTeX Beamer theme

obfmapdatabase

Map database for ori and the blind forest

orle

OpenFOAM Reinforcement Learning Environment

pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

prml_pytorch

Figures in PRML by Bishop recreated using PyTorch

rans-uncertainty

Uncertainty Quantification of RANS Data-Driven Turbulence Modeling

tf2tradingessentials

An extension that makes TF2 trading easier and safier