Unsupervised learning for discovering phase transition for various spin models.
☆13Mar 18, 2025Updated 11 months ago
Alternatives and similar repositories for Deep-Learning-for-phase-transition
Users that are interested in Deep-Learning-for-phase-transition are comparing it to the libraries listed below
Sorting:
- Various Classical Deep-learning Algorithm coded by Tensorflow and Pytorch framework☆15Sep 23, 2022Updated 3 years ago
- Monte Carlo simulation for classical spin system implemented by metropolics/wolff_cluster... algorithm☆16Sep 25, 2024Updated last year
- A machine learning workflow for calculating the electron-phonon coupling (EPC)☆32Dec 5, 2025Updated 3 months ago
- Repository with code supporting PNAS article☆11Jun 6, 2023Updated 2 years ago
- Code used in the 2023 Alert Geomaterials doctoral school on Machine in Geomechanics☆13Oct 2, 2023Updated 2 years ago
- Approximate implementation of "Solving the Quantum Many-Body Problem with Artificial Neural Networks by Giuseppe Carleo, Matthias Troyer"…☆34Jan 26, 2018Updated 8 years ago
- Module for finding eigenvalues and wavefunctions using spectral methods.☆11Aug 24, 2016Updated 9 years ago
- Mohr Coulomb Model☆15Aug 17, 2021Updated 4 years ago
- Qi ZHANG's simulation code (very preliminary and there are a lot of aspects to improve)☆15Jan 23, 2026Updated last month
- Prior Information based NEural neTwork (PiNet) is tailored for constitutive modelling and solving partial differential equations in soil …☆15Nov 4, 2025Updated 4 months ago
- ☆11Aug 12, 2022Updated 3 years ago
- Holding opensource codes about research projects related with ML+numerical methods☆11May 11, 2025Updated 9 months ago
- Numerical eigenvalue/eigenfunction software: PyQt GUI and FEniCS finite elements.☆11Mar 25, 2018Updated 7 years ago
- ☆12Oct 12, 2022Updated 3 years ago
- Graph Convolutional Networks for Unstructured Flow Fields☆13Sep 5, 2022Updated 3 years ago
- scalable multi-fidelity machine learning☆10Jul 16, 2021Updated 4 years ago
- ☆12Feb 14, 2022Updated 4 years ago
- A collection of scripts for producing and analyzing simulations, for computational materials science.☆11Jun 10, 2015Updated 10 years ago
- ☆11Jul 21, 2023Updated 2 years ago
- Python package for the numerical renormalization group (RG) evolution in the Standard Model Effective Field Theory (SMEFT)☆11Apr 12, 2018Updated 7 years ago
- [ICML 2025] Efficiently Serving Large Multimodal Models Using EPD Disaggregation☆22May 29, 2025Updated 9 months ago
- [GSI 2023] Learning Lagrangian Fluid Mechanics with E(3)-Equivariant GNNs☆15Jun 3, 2024Updated last year
- ☆10Mar 31, 2021Updated 4 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Apr 8, 2020Updated 5 years ago
- ☆13Nov 28, 2025Updated 3 months ago
- virtual element method for space-time dynamic analysis☆14Mar 18, 2025Updated 11 months ago
- Diffusion Model（DDPM）来生成MNIST数字☆13Jul 29, 2023Updated 2 years ago
- ☆15Jan 26, 2023Updated 3 years ago
- e3nn tutorial for Materials Research Society Fall Meeting 2021☆14Nov 29, 2021Updated 4 years ago
- Implementation for "DeltaPhi: Learning Physical Trajectory Residual for PDE Solving"☆13Jun 17, 2024Updated last year
- Build hydrogen atoms from united-atom molecular dynamics of lipids and calculate the order parameters.☆15Dec 20, 2022Updated 3 years ago
- Tight-Binding Modeling for Materials at Mesoscale☆14Jan 19, 2018Updated 8 years ago
- ☆15Jun 28, 2023Updated 2 years ago
- Code supporting "Unraveling the mesoscale organization induced by network-driven processes", PNAS☆12Jul 17, 2024Updated last year
- Public ML-programming courses carried out by NGI. Focusing on geotechnical challenges and datasets.☆12Jun 10, 2022Updated 3 years ago
- My completed PhD Thesis on Understanding Crystal Growth☆14Jan 6, 2023Updated 3 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Apr 28, 2023Updated 2 years ago
- [ICML'25] "Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding" by Jiajun Zhu, Peihao Wang, Ruisi…☆14Jun 6, 2025Updated 9 months ago
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Feb 20, 2026Updated 2 weeks ago