Stars
Codebase for tools to perform OpInf in norma
A small lightweight library for in-situ tracking of source-impact pathways in climate codes
Experiment runner for Pressio-based Schwarz decomposed projection ROMs
Benchmarking of diffusion models for global field reconstruction from sparse observations
BS::thread_pool: a fast, lightweight, modern, and easy-to-use C++17 / C++20 / C++23 thread pool library
A Python package for intrinsic dimension estimation
Energy Exascale Earth System Model source code. NOTE: use "maint" branches for your work. Head of master is not validated.
A library for dimensionality reduction on spatial-temporal PDE
Sandia National Laboratories' Albany multiphysics code
A Julia testbed for solid mechanics, coupling and multiphysics
An extension of xarray for climate data analysis on structured grids.
Suite of 1D, 2D, 3D demo apps of varying complexity with built-in support for sample mesh and exact Jacobians
SU2: An Open-Source Suite for Multiphysics Simulation and Design
An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py
Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction
An experiemtal review on deep learning architectures for time series forecasting
RAVEN is a flexible and multi-purpose probabilistic risk analysis, validation and uncertainty quantification, parameter optimization, model reduction and data knowledge-discovering framework.
Distributed Asynchronous Hyperparameter Optimization in Python
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, …
NumPy aware dynamic Python compiler using LLVM