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@PV-Lab

Accelerated Materials Laboratory for Sustainability

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  1. autoXRD autoXRD Public

    Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation

    Python 50 21

  2. BayesProcess BayesProcess Public

    Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.

    Jupyter Notebook 30 6

  3. bayesim bayesim Public

    Bayes for anything!

    Python 17 6

Repositories

Showing 10 of 49 repositories
  • Autocharacterization-Stability Public

    Automatic stability calculation of arbitrarily many semiconductor deposits from degradation experimental data using computer vision segmentation.

    PV-Lab/Autocharacterization-Stability’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Nov 25, 2024
  • Autocharacterization-Bandgap Public

    Automatic band gap calculation of arbitrarily many semiconductor deposits from reflectance hypercube using computer vision segmentation.

    PV-Lab/Autocharacterization-Bandgap’s past year of commit activity
    Jupyter Notebook 4 MIT 1 0 0 Updated Nov 25, 2024
  • Archerfish Public

    Archerfish: A Retrofitted 3D Printer for General High-throughput Combinatorial Experimentation

    PV-Lab/Archerfish’s past year of commit activity
    G-code 2 Apache-2.0 0 0 0 Updated Nov 17, 2024
  • SDCNN Public

    Spatially differentiable convolutional neural network (SDCNN) for robot pose prediction.

    PV-Lab/SDCNN’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Nov 14, 2024
  • cluster-perovskite-data Public

    Clustering perovskite degradation data (sample colors vs. time) and plotting XRD for cluster centroids

    PV-Lab/cluster-perovskite-data’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Aug 12, 2024
  • Synthesizability-Filter Public
    PV-Lab/Synthesizability-Filter’s past year of commit activity
    Python 2 0 0 0 Updated Jul 3, 2024
  • ZoMBI-Hop Public
    PV-Lab/ZoMBI-Hop’s past year of commit activity
    Jupyter Notebook 1 MIT 0 0 0 Updated Jun 24, 2024
  • Robotic_Liquid_Handling Public

    Code developed for use on Opentrons robots for automated liquid handling

    PV-Lab/Robotic_Liquid_Handling’s past year of commit activity
    Python 0 MIT 0 0 0 Updated May 16, 2024
  • ZoMBI Public

    Zooming Memory Based Initialization (ZoMBI) algorithm for discovery of optima within challenging needle-in-a-haystack (extreme data imbalance) datasets.

    PV-Lab/ZoMBI’s past year of commit activity
    Jupyter Notebook 16 MIT 2 1 0 Updated Feb 14, 2024
  • DiSCO Public
    PV-Lab/DiSCO’s past year of commit activity
    0 0 0 0 Updated Feb 1, 2024
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