Projects in Awesome Lists by CederGroupHub
A curated list of projects in awesome lists by CederGroupHub .
https://github.com/CederGroupHub/chgnet
Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov
atomistic-simulations charge-distribution charge-transport computational-materials-science force-fields graph-neural-networks machine-learning
Last synced: 04 May 2025
https://github.com/cedergrouphub/limesoup
LimeSoup is a package to parse HTML or XML papers from different publishers.
html journal-article nlp parser python xml
Last synced: 17 Jan 2026
https://github.com/CederGroupHub/alabos
AlabOS: Managing the workflows in the Autonomous lab
Last synced: 08 Apr 2025
https://github.com/cedergrouphub/materialparser
Utility to compile string of chemical terms into data structure with chemical formula and composition
chemical-compounds chemical-terms composition material-parser materials-science natural-language-processing python text-mining
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/synthesis-paragraph-classifier
Codes and models for "Semi-supervised machine-learning classification of materials synthesis procedures". (https://doi.org/10.1038/s41524-019-0204-1)
classification-model journal-article materials-science topic-modeling
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/matentityrecognition
Extract materials from paragraphs and recognize the targets and precursors
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/matbert-synthesis-classifier
A synthesis paragraph classifier built by fine-tuning MatBERT
bert-model classifier materials-science nlp
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/multifil
High Throughput PathFinder and ApproxNEB repo
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/synthesis-action-retriever
Annotated dataset and scripts for automatic retrieval of materials synthesis actions.
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/reactioncompleter
Heuristics to complete a chemical reaction
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/textcleanup
Clean-up tools for text and materials names and everything else
Last synced: 17 Jan 2026
https://github.com/cedergrouphub/syncheck
SynCheck is a web interface for the Text Mining Pipeline that processes synthesis text, extracts information about targets, precursors and synthesis operations, and constructs synthesis graph.
material-design material-synthesis materials-informatics materials-science natural-language-processing nlp
Last synced: 17 Jan 2026