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@PV-Lab

Accelerated Materials Laboratory for Sustainability

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  1. autoXRD Public

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

    Python 49 22

  2. BayesProcess Public

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

    Jupyter Notebook 32 6

  3. bayesim Public

    Bayes for anything!

    Python 17 7

Repositories

Showing 10 of 52 repositories
  • Robotic_Liquid_Handling Public

    Code developed for use on Opentrons robots for automated liquid handling

    Python 0 MIT 0 0 0 Updated Mar 31, 2025
  • SynthBench Public

    A synthetic hypothesis testing environment for synthesizability filters

    Python 0 MIT 0 0 0 Updated Mar 19, 2025
  • xrd-best-practices Public

    Best practices when performing X-ray diffraction measurements

    3 GPL-3.0 0 0 0 Updated Mar 3, 2025
  • tomographic-interpretation Public

    Scripts for Raul Ortega-Ochoa et al., "A tomographic interpretation of structure-property relations for materials discovery."

    Python 0 MIT 0 0 0 Updated Feb 7, 2025
  • Archerfish Public

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

    Jupyter Notebook 3 Apache-2.0 0 0 0 Updated Jan 22, 2025
  • Python 2 MIT 1 1 0 Updated Jan 22, 2025
  • Autocharacterization-Stability Public

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

    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.

    Jupyter Notebook 6 MIT 1 0 0 Updated Nov 25, 2024
  • SDCNN Public

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

    Jupyter Notebook 2 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

    Jupyter Notebook 2 MIT 0 0 0 Updated Aug 12, 2024

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