Repositories list

• Octopus

  Public
  Opeartion Control system for Task Optimization and job Parallelization with User-optimal Schedulers

  chemistrysoftwarelab-automation+ 2material-scienceautonomous-laboratory

  Python

  •0•2•0•0•Updated Oct 25, 2024Oct 25, 2024

• Dataset_for_MLP_Solid_electrolyte

  Public
  xyz data for MLP (training, validation, and test set)

  0•0•0•0•Updated Sep 27, 2024Sep 27, 2024

• Text-to-BatteryRecipe

  Public
  Official source codes for implementing "Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval"

  natural-language-processingbatterytext-classification+ 3language-modelingnamed-entity-recognitionrecipe-search

  Python

  •0•3•0•0•Updated Aug 2, 2024Aug 2, 2024

• MaTableGPT

  Public
  Python

  •0•5•0•0•Updated May 31, 2024May 31, 2024

• BespokeSynthesisPlatform

  Public
  Bespoke Nanoparticle Synthesis and Chemical Knowledge Discovery Via Autonomous Experimentations

  chemistrylab-automationmaterial-science+ 1autonomous-laboratory

  Python

  •0•3•0•0•Updated May 22, 2024May 22, 2024

• CO2RR_NER

  Public
  Named entity recognition to CO2RR catalyst papers

  Python

  •0•4•0•1•Updated Mar 8, 2024Mar 8, 2024

• DenseSSD

  Public
  Machine vision for vial positioning detection toward the safe automation of material synthesis

  computer-visionchemistrylab-automation+ 5material-scienceautonomous-laboratorydeep-learningpytorchobject-detection

  Python

  •0•5•0•0•Updated Feb 24, 2024Feb 24, 2024

• TableExtractor

  Public
  Table data extraction from OER literatures

  0•0•0•0•Updated Feb 15, 2024Feb 15, 2024

• UV-VisModule

  Public
  Code to execute hardware of UV-Vis Module

  chemistrylab-automationmaterial-science+ 1autonomous-laboratory

  Python

  •0•0•0•0•Updated Oct 19, 2023Oct 19, 2023

• BatchSynthesisModule

  Public
  Code to execute hardware of Batch Synthesis Module

  chemistrylab-automationmaterial-science+ 2autonomous-laboratoryrobotics

  Python

  •0•0•0•0•Updated Oct 19, 2023Oct 19, 2023

• GCNN_bond_embedding

  Public
  Python

  •

  MIT License

  •3•0•0•0•Updated Apr 26, 2023Apr 26, 2023

• material-failure-prediction

  Public
  Python

  •

  MIT License

  •1•0•0•0•Updated May 19, 2022May 19, 2022

• crystal-structure-classification

  Public
  Python

  •

  MIT License

  •4•0•0•0•Updated Jan 27, 2021Jan 27, 2021

• SGCNN

  Public
  Slab graph convolutional neural networks for predicting surface-related material properties

  Python

  •12•0•0•0•Updated Oct 6, 2020Oct 6, 2020