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@PV-Lab

Accelerated Materials Laboratory for Sustainability

Pinned

  1. autoXRD autoXRD Public

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

    Python 48 19

  2. BayesProcess BayesProcess Public

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

    Jupyter Notebook 29 6

  3. bayesim bayesim Public

    Bayes for anything!

    Python 17 6

Repositories

Showing 10 of 46 repositories
  • Robotic_Liquid_Handling Public

    Code developed for use on Opentrons robots for automated liquid handling

    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.

    Jupyter Notebook 15 MIT 1 1 0 Updated Feb 14, 2024
  • DiSCO Public
    0 0 0 0 Updated Feb 1, 2024
  • Robotic-Conductivity-Probe-Optimization Public

    This toolkit provides robust methods for image segmentation and path planning, employing Meta AI's Segment Anything model and optimization techniques for efficient pathfinding.

    Jupyter Notebook 0 MIT 0 0 0 Updated Dec 13, 2023
  • ZoMBI-Hop Public
    Jupyter Notebook 1 MIT 0 0 0 Updated Nov 7, 2023
  • FTCP Public

    FTCP code

    Python 27 Apache-2.0 20 5 0 Updated Oct 11, 2023
  • bayesim Public

    Bayes for anything!

    Python 17 AGPL-3.0 6 0 0 Updated Oct 2, 2023
  • Autocharacterization-Stability Public

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

    Jupyter Notebook 1 0 0 0 Updated Sep 18, 2023
  • Autocharacterization-Bandgap Public

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

    Jupyter Notebook 1 0 0 0 Updated Sep 13, 2023
  • thicknessML Public
    Python 4 MIT 1 0 0 Updated Jun 12, 2023
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