Benchmark AFLOW Data Sets for Machine Learning doi.org/10.1007/s40192-020-00174-4
☆11Aug 29, 2020Updated 5 years ago
Alternatives and similar repositories for benchmark_aflow
Users that are interested in benchmark_aflow are comparing it to the libraries listed below
Sorting:
- The inverse materials design is a key topic of materials science nowadays. The proposed software solutions are useful tools for decision …☆11Jul 15, 2020Updated 5 years ago
- Materials Design by Monte Carlo Tree Search☆35Dec 2, 2021Updated 4 years ago
- Modules for cross validation, evaluation and plot of SISSO☆16Oct 22, 2019Updated 6 years ago
- R codes for generating candidates of novel polymers with high thermal conductivity using iqspr (R package)☆15Jan 22, 2019Updated 7 years ago
- Superconductors material dataset☆27Dec 5, 2023Updated 2 years ago
- [CEC 2019] Genetic Programming with Rademacher Complexity. Paper Link: https://ieeexplore.ieee.org/document/8790341☆17Jul 25, 2023Updated 2 years ago
- Material parsers and other tools, scripts Initially developed for Grobid Superconductor☆13Feb 21, 2025Updated last year
- This repository contains code for handling the materials images and spectra dataset that is the largest expermental materials science dat…☆15Jan 9, 2024Updated 2 years ago
- ☆10Jan 21, 2022Updated 4 years ago
- Distributed representations of atoms, inspired by the Skip-gram model☆28Jul 16, 2023Updated 2 years ago
- ☆12Mar 25, 2023Updated 2 years ago
- Lemon Agent☆46Feb 10, 2026Updated last month
- Autonomous atom manipulation - in this project, we use deep reinforcement learning algorithms including soft actor-critic, hindsight expe…☆16Mar 6, 2023Updated 3 years ago
- An extension of CellPyLib, enabling 3d cellular automaton☆13Aug 7, 2022Updated 3 years ago
- 关于结构光的文献及总结☆14Dec 6, 2019Updated 6 years ago
- Python package for analyzing and representing droplets and emulsions☆12Dec 15, 2025Updated 3 months ago
- End-to-end code for predicting Curie temp. and other magnetic properties of 2D materials.☆14Aug 31, 2022Updated 3 years ago
- Python code for interactive parallel coordinates visualization on jupyter notebook.☆12Sep 8, 2019Updated 6 years ago
- Predict materials properties using only the composition information!☆17Jun 4, 2025Updated 9 months ago
- Symbolic Regression from Scratch with Python☆13Dec 6, 2022Updated 3 years ago
- Extracts data points from images of graphs☆35Mar 13, 2026Updated last week
- An AI to play Dots & Boxes using alpha-beta minimax search.☆18Dec 26, 2022Updated 3 years ago
- Unsupervised fingerprinting of disordered solids leading to analogical materials discovery.☆10Feb 14, 2023Updated 3 years ago
- A dissipative particle dynamics (DPD) project.☆13Aug 16, 2023Updated 2 years ago
- Python and C++ library to process both experimental and simulation data of colloidal particles.☆15Sep 2, 2021Updated 4 years ago
- [MGE Advances 2025] Offical implement of BgoFace☆19Jan 13, 2026Updated 2 months ago
- Atom2Vec: a simple way to describe atoms for machine learning☆37Feb 23, 2024Updated 2 years ago
- ☆16Mar 10, 2018Updated 8 years ago
- Input- hand-drawn image of molecule... Output- SMILES format molecule name☆16Apr 23, 2019Updated 6 years ago
- [ICML 2024] Official Pytorch implementation of the paper "A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions…☆22Nov 15, 2025Updated 4 months ago
- High-throughput droplet microfluidic devices with fluorescence detection systems provide several advantages over conventional end-point c…☆12Mar 6, 2019Updated 7 years ago
- A knowledge graph for Materials Science.☆75Nov 4, 2024Updated last year
- Convergence of multiple synthetic paradigms in a universally programable chemical synthesis machine☆12Feb 9, 2021Updated 5 years ago
- ☆14Jul 13, 2022Updated 3 years ago
- PaiNN in jax☆11Jan 14, 2025Updated last year
- ☆12May 13, 2022Updated 3 years ago
- 电动笛子!☆12Jul 13, 2024Updated last year
- A python package for the automated graph theory analysis of structural network images☆19Sep 17, 2024Updated last year
- The continuous mountain car problem solved with DDPG☆13Apr 19, 2020Updated 5 years ago