This repository containts materials for End-to-End AI for Science
☆268Sep 24, 2026Updated last month
Alternatives and similar repositories for End-to-End-AI-for-Science
Users that are interested in End-to-End-AI-for-Science are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML method…☆3,411Updated this week
- This content discusses profiling with NVIDIA®️ Nsight™️ Systems, focusing on steps to optimize a distributed data-parallelism training st…☆31Apr 23, 2026Updated 6 months ago
- N-Ways to Multi-GPU Programming☆39Aug 14, 2025Updated last year
- Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as …☆333Apr 28, 2026Updated 6 months ago
- Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.☆1,224Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository consists for gpu bootcamp material for HPC and AI☆550Nov 2, 2023Updated 3 years ago
- Accelerated ETL toolkit for building AI-ready datasets across multiple scientific and engineering domains☆67Oct 20, 2026Updated last week
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆55May 31, 2023Updated 3 years ago
- Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.☆32Nov 20, 2023Updated 2 years ago
- Turbomachinery modelings☆11Apr 30, 2025Updated last year
- Reduced order modeling with shallow recurrent decoder networks☆31Oct 1, 2026Updated last month
- An Online Deep Learning Interface for HPC programs on NVIDIA GPUs☆198Aug 19, 2026Updated 2 months ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆12Apr 29, 2026Updated 6 months ago
- ESM Catalog Generation tools☆11Oct 6, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Deploy LLM models using vLLM on NERSC supercomputers via Slurm.☆15Feb 3, 2026Updated 8 months ago
- PySHRED: Package for Shallow Recurrent Decoding☆38Sep 25, 2026Updated last month
- Material for the SC22 Deep Learning at Scale Tutorial☆41Jul 14, 2023Updated 3 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆200Apr 10, 2025Updated last year
- PDEBench: An Extensive Benchmark for Scientific Machine Learning☆1,223Mar 30, 2026Updated 7 months ago
- Numfocus Google Summer of Code Materials☆13Feb 2, 2024Updated 2 years ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆24Sep 29, 2025Updated last year
- ☆14Oct 20, 2024Updated 2 years ago
- Guidelines on using Weights and Biases logging for deep learning applications on NERSC machines☆13Aug 7, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Physics-informed learning of governing equations from scarce data☆15Feb 16, 2021Updated 5 years ago
- course material for graduate course on Remote Sensing Methods in Hydrology☆11Dec 21, 2021Updated 4 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆108Oct 23, 2025Updated last year
- Computational Fluid Dynamics in JAX☆967Oct 25, 2026Updated last week
- Reference implementation of real-time AI Physics in an interactive visualization and analysis workflow, applied to CFD and aerodynamics.☆145Sep 19, 2026Updated last month
- Initial public release of code, data, and model weights for FourCastNet☆706Oct 2, 2023Updated 3 years ago
- ☆22May 13, 2026Updated 5 months ago
- Library for using the models trained in PhysicsNeMo in Engineering and CFD workflows☆164Aug 18, 2026Updated 2 months ago
- A vortex filament solver for the simulation of quantum vortex flows☆15Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- NCAR MILES Community Research Earth Digital Intelligence Twin (CREDIT): research platform for ML Earth system prediction models.☆105Updated this week
- ☆75Feb 13, 2024Updated 2 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Jan 13, 2024Updated 2 years ago
- Blood Flow Modeling with Physics-Informed Neural Networks☆23Jan 10, 2023Updated 3 years ago
- ☆18Updated this week
- PyTorch examples for NERSC systems☆33Oct 28, 2024Updated 2 years ago
- ☆19Feb 13, 2024Updated 2 years ago