NVIDIA / modulus-launch
Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems
☆56Updated last year
Related projects ⓘ
Alternatives and complementary repositories for modulus-launch
- Framework providing pythonic APIs, algorithms and utilities to be used with Modulus core to physics inform model training as well as high…☆189Updated this week
- Applications of PINOs☆109Updated 2 years ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 6 months ago
- Suite of utilities aiming to simplify the workflow required to build models using Physics Informed Neural Networks and, eventually, Phys…☆23Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆104Updated last month
- A library for dimensionality reduction on spatial-temporal PDE☆59Updated 7 months ago
- Datasets and code for results presented in the BOON paper☆41Updated last year
- Datasets and code for results presented in the ProbConserv paper☆51Updated 5 months ago
- ☆33Updated 3 years ago
- This repository containts materials for End-to-End AI for Science☆110Updated 2 months ago
- ☆29Updated 4 months ago
- ☆34Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆71Updated last month
- ☆36Updated 2 months ago
- Turbulent flow network source code☆57Updated 11 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆54Updated 2 weeks ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆112Updated 2 years ago
- A Python library for training neural ODEs.☆19Updated this week
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆95Updated 2 months ago
- DeepONet extrapolation☆24Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆184Updated last year
- Distributed Fourier Neural Operators☆28Updated 2 years ago
- ☆19Updated 4 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆134Updated last month
- Bootcamp notebooks☆50Updated 6 months ago
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆141Updated last year
- Pseudospectral Kolmogorov Flow Solver☆34Updated last year
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆32Updated this week
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆37Updated last year