Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: materials-discovery
JuDFTteam/best-of-atomistic-machine-learning
🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
Size: 4.59 MB - Last synced: about 17 hours ago - Pushed: 7 days ago - Stars: 252 - Forks: 19
janosh/matbench-discovery
An evaluation framework for machine learning models simulating high-throughput materials discovery.
Language: Python - Size: 135 MB - Last synced: 22 days ago - Pushed: 28 days ago - Stars: 70 - Forks: 7
mwolinska/QD4CSP
MSc research project on application of Quality-Diversity algorithms for crystal structure prediction
Language: Python - Size: 6.05 MB - Last synced: 8 days ago - Pushed: 3 months ago - Stars: 1 - Forks: 0
materialsvirtuallab/maml
Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.
Language: Jupyter Notebook - Size: 144 MB - Last synced: 15 days ago - Pushed: 15 days ago - Stars: 330 - Forks: 72
Asif-Iqbal-Bhatti/High-Entropy-Alloys
Generate random alloys and compute various properties
Language: Python - Size: 32.7 MB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 37 - Forks: 7
janosh/thermo
Data-driven risk-conscious thermoelectric materials discovery
Language: Python - Size: 49.5 MB - Last synced: 22 days ago - Pushed: about 2 months ago - Stars: 12 - Forks: 4
CompRhys/aviary
The Wren sits on its Roost in the Aviary.
Language: Python - Size: 29.5 MB - Last synced: 11 days ago - Pushed: about 2 months ago - Stars: 43 - Forks: 10
ml-evs/this-material-does-not-exist
Vote on whether you think predicted crystal structures could be synthesised
Language: Python - Size: 21.5 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 15 - Forks: 2
sparks-baird/mat_discover
A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.
Language: Python - Size: 88.7 MB - Last synced: 16 days ago - Pushed: 7 months ago - Stars: 35 - Forks: 9
CompRhys/roost 📦
Representation Learning from Stoichiometry
Language: Python - Size: 15.1 MB - Last synced: 22 days ago - Pushed: over 1 year ago - Stars: 49 - Forks: 14
sparks-baird/CrabNet Fork of anthony-wang/CrabNet
Predict materials properties using only the composition information!
Language: HTML - Size: 393 MB - Last synced: 28 days ago - Pushed: 11 months ago - Stars: 11 - Forks: 3
romrawinjp/mn-mat-dis
Project page for "Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery" as a part of Romrawin Chumpu's master thesis and publication.
Language: JavaScript - Size: 33.6 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
Robert-Forrest/evomatic
Evolutionary algorithm for development of glassy alloy materials
Language: Python - Size: 87.9 KB - Last synced: 24 days ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0
sparks-baird/crabnet-hyperparameter
Using Bayesian optimization via Ax platform + SAASBO model to simultaneously optimize 23 hyperparameters in 100 iterations (set a new Matbench benchmark).
Language: HTML - Size: 207 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 1
sparks-baird/nomad-examples
Examples of using the Novel Materials Discovery (NOMAD) database, especially downloading all chemical formulas.
Language: Python - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 7 - Forks: 0
tilde-lab/optimade-client
Isomorphic TypeScript / JavaScript client to aggregate all the official Optimade providers
Language: TypeScript - Size: 521 KB - Last synced: 10 days ago - Pushed: 10 months ago - Stars: 5 - Forks: 1
hitarth64/quantum-inspired-cluster-expansion
Quantum-inspired Cluster Expansion: formulating chemical space search as QUBOs and Ising models
Language: Python - Size: 103 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1
sailfish009/roost Fork of CompRhys/roost
Representation Learning from Stoichiometry
Size: 19.7 MB - Last synced: 11 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0