argonne-lcf / AI4ScienceTutorialLinks
A tutorial for students that surveys basic ML techniques in ipython notebook format.
☆30Updated 6 years ago
Alternatives and similar repositories for AI4ScienceTutorial
Users that are interested in AI4ScienceTutorial are comparing it to the libraries listed below
Sorting:
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆14Updated 3 years ago
- Spring 2023 seminar on automated experiment☆22Updated 2 years ago
- Summer 2020 reading group on uncertainty quantification☆23Updated 5 years ago
- ☆26Updated 5 years ago
- Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.☆32Updated 4 years ago
- ☆19Updated 5 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆50Updated last year
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- An implementation of the 1. Parallel, 2. Streaming, 3. Randomized SVD using MPI4Py☆64Updated 4 years ago
- A dissipative particle dynamics (DPD) project.☆11Updated 2 years ago
- Sarkas Python MD suite for Dense Plasmas Physics☆16Updated last year
- The Reaction Network Viewer (ReNView) generates a graphic representation of the reaction fluxes within the system essential for identifyi…☆24Updated last year
- Chemical kinetics with tensorflow. Use tensorflow deep learning platform to numerically calculate chemical rate equations for chemical ki…☆14Updated 4 years ago
- ☆10Updated 2 years ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆15Updated 3 years ago
- A Finite Element Approximation of a Cahn--Hilliard Tumour Model with FEniCS, by Dennis Trautwein (2020).☆10Updated 5 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆66Updated 3 years ago
- Langmuir is a Monte Carlo charge dynamics simulation engine for organic semiconductors, including FETs and solar cells☆14Updated 9 years ago
- PyStokes: phoresis and Stokesian hydrodynamics in Python. github.com/rajeshrinet/pystokes☆48Updated 8 months ago
- ☆41Updated 2 years ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆20Updated 11 months ago
- Python 3 version of FabSim☆27Updated 3 months ago
- Scaling RLLib for generic simulation environments on Theta☆20Updated 2 years ago
- Applied Mathematical Methods in Materials Engineering☆27Updated 2 months ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆48Updated 3 years ago
- TauFactor is a parallelised solver for calculating tortuosity factors from voxel data.☆33Updated 3 months ago
- Kinetic Monte Carlo Simulator☆30Updated 5 years ago
- Course materials for "Applied AI for Materials Science and Engineering"☆69Updated 3 years ago
- The ALCF hosts a regular simulation, data, and learning workshop to help users scale their applications. This repository contains the exa…☆74Updated 2 weeks ago