blokhin / materials-informatics-tutorialLinks
A quick tutorial for modern materials science, should the reader be not familiar with it and just wishing to crack the data
☆16Updated 3 weeks ago
Alternatives and similar repositories for materials-informatics-tutorial
Users that are interested in materials-informatics-tutorial are comparing it to the libraries listed below
Sorting:
- Curated list of known efforts in collecting and/or curating of chemical/materials data☆21Updated 4 years ago
- A Python package for adding uncertainties to neural network models of chemical systems.☆26Updated 3 years ago
- Vote on whether you think predicted crystal structures could be synthesised☆18Updated last year
- ☆26Updated 10 months ago
- A graph database tool for experimental data in materials science and chemistry.☆19Updated 8 months ago
- A program to automatically generate volcano plots for catalysis.☆15Updated 9 months ago
- Coarse-graining Hybrid and Inorganic Crystals (CHIC) is a Python package for automating the cleaning-up and coarse-graining of crystals a…☆14Updated 10 months ago
- A collection of simulation recipes for the atomic-scale modeling of materials and molecules☆29Updated 2 weeks ago
- A software for automating materials science computations☆31Updated 3 months ago
- Microcourses hosted by the Acceleration Consortium for self-driving lab topics.☆31Updated 2 weeks ago
- ☆20Updated last year
- Tools for machine learnt interatomic potentials☆37Updated last week
- WhereWulff: A semi-autonomous workflow for systematic catalyst surface reactivity under reaction conditions☆32Updated last year
- A set of utilities and pedagogic notebooks for the use of linear and kernel methods in atomistic modeling☆23Updated last year
- This is a repository containing an advanced tutorial for jobflow (https://github.com/materialsproject/jobflow) related to computational …☆17Updated 2 years ago
- This git repository will serve as a companion to a forthcoming chapter in "Quantum Chemistry in the Age of Machine Learning"☆14Updated last year
- Software for evaluating pareto-optimal synthesis pathways☆25Updated last year
- An overview over chemical datasets and where to find them☆17Updated 2 years ago
- ☆17Updated 5 months ago
- Alchemical machine learning interatomic potentials☆32Updated 10 months ago
- A high-performance software package for training and evaluating machine-learned XC functionals using the CIDER framework☆12Updated last month
- A Pymatgen IO module for setting up OpenMM simulations.☆11Updated last year
- ☆26Updated this week
- PyTorch Autodiff DFT-D4 Implementation.☆21Updated 2 weeks ago
- Mr. Network is a python reaction-network for molecular systems☆11Updated 3 years ago
- Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.☆37Updated last year
- Code and Data for "Large Language Models for Inorganic Synthesis Prediction"☆31Updated last year
- Adds Orb Model functionality to LAMMPS via Python wrapping☆15Updated 5 months ago
- An ASE-friendly implementation of the amorphous-to-crystalline (a2c) workflow.☆11Updated 2 months ago
- Training and evaluating machine learning models for atomistic systems.☆43Updated last week