cedergrouphub Goto Github PK

.github

shared file and templates repo

alab_control

alab_experiment_helper

alabos

AlabOS: Managing the workflows in the Autonomous lab

borges

Web Scarping Engines

chgnet

Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov

limesoup

LimeSoup is a package to parse HTML or XML papers from different publishers.

matbert-synthesis-classifier

A synthesis paragraph classifier built by fine-tuning MatBERT

matbert_ner

General training framework for NER models on MatBERT

matentityrecognition

Extract materials from paragraphs and recognize the targets and precursors

materialamountextractor

materialparser

Utility to compile string of chemical terms into data structure with chemical formula and composition

multifil

High Throughput PathFinder and ApproxNEB repo

reactioncompleter

Heuristics to complete a chemical reaction

s4

Solid-state synthesis science analyzer. Thermo, features, ML, and more.

smol

Statistical Mechanics on Lattices

sparse-lm

Sparse Linear Regression Models

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.

synthesis-action-retriever

Annotated dataset and scripts for automatic retrieval of materials synthesis actions.

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)

synthesissimilarity

temextraction

temextraction-webapp

text-mined-aunp-synthesis_public

text-mined-solution-synthesis_public

text-mined-synthesis_public

Codes for text-mined solid-state reactions dataset

text2chem

RegEx-based text parser that converts chemical terms and material entities into chemical datastructure.

textcleanup

Clean-up tools for text and materials names and everything else

valencesolver

wfacer

Modulated automation of cluster expansion based on atomate2 and Jobflow