Nicholas Geneva's repositories
PRML_PyTorch
Figures in PRML by Bishop recreated using PyTorch
kernel_smoothers
Tutorials on kernel smoothing techniques
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.
earth2studio
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
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
OBFMapDatabase
Map database for ori and the blind forest
pde-surrogate
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
rans-uncertainty
Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
TF2TradingEssentials
An extension that makes TF2 trading easier and safier