10 results found Sort:

atomistic-machine-learning
schnetpack atomistic-machine-learning
217
800
other
32
SchNetPack - Deep Neural Networks for Atomistic Systems
neural-network condensed-matter machine-learning quantum-chemistry molecular-dynamics
Created 2018-09-03
1,706 commits to master branch, last one 25 days ago
hackingmaterials
matminer hackingmaterials
194
490
other
28
Data mining for materials science
matminer data-mining condensed-matter machine-learning materials-science
Created 2015-09-24
4,174 commits to main branch, last one 2 months ago
JuDFTteam
best-of-atomistic-machine-learning JuDFTteam
38
413
cc-by-sa-4.0
10
🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
ai4science awesome-list best-of-list drug-discovery condensed-matter surrogate-models quantum-chemistry molecular-dynamics materials-discovery electronic-structure scientific-computing materials-informatics interatomic-potentials computational-chemistry density-functional-theory atomistic-machine-learning scientific-machine-learning computational-materials-science
Created 2023-06-09
406 commits to main branch, last one 9 days ago
topocm
topocm_content topocm
146
283
other
29
Course on topology in condensed matter
kwant python topology educational condensed-matter
Created 2015-01-29
1,539 commits to master branch, last one 11 months ago
quanshengwu
wannier_tools quanshengwu
142
266
gpl-3.0
24
WannierTools: An open-source software package for novel topological materials. Full documentation:
physics wannier90 nodal-line wilson-loop landau-level surface-state tight-binding band-unfolding weyl-semimetal dirac-semimetal condensed-matter magnetoersistance topological-numbers topological-insulator topological-materials wannier-charge-center topological-surface-states
Created 2015-01-29
630 commits to master branch, last one 8 days ago
zerothi
sisl zerothi
60
201
mpl-2.0
17
Electronic structure Python package for post analysis and large scale tight-binding DFT/NEGF calculations
dft gulp negf vasp bigdft siesta physics tbtrans geometry graphene wannier90 transiesta solid-state tight-binding condensed-matter solid-state-physics density-functional-theory
Created 2015-06-30
4,957 commits to main branch, last one a day ago
dean0x7d
pybinding dean0x7d
69
190
bsd-2-clause
14
Scientific Python package for tight-binding calculations in solid state physics
tight-binding band-structure condensed-matter quantum-mechanics solid-state-physics scientific-computing
Created 2015-02-21
774 commits to master branch, last one 4 years ago
materialsproject
matbench materialsproject
47
133
mit
8
Matbench: Benchmarks for materials science property prediction
physics benchmark chemistry data-science condensed-matter machine-learning materials-science machine-learning-algorithms
Created 2021-02-24
772 commits to main branch, last one 11 months ago
kwant-project
kwant kwant-project
24
93
other
5
Mirror of the Kwant project https://gitlab.kwant-project.org/kwant/kwant
physics condensed-matter quantum-transport scientific-computing
Created 2015-10-20
1,752 commits to main branch, last one 6 months ago
fjosw
pyerrors fjosw
15
40
mit
11
Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.
qcd python physics autograd correlation lattice-qcd monte-carlo markov-chain data-analysis autocorrelation condensed-matter particle-physics error-propagation lattice-field-theory statistical-analysis statistical-mechanics automatic-differentiation
Created 2020-10-13
1,419 commits to develop branch, last one 3 days ago