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@ideal-nu Integrated DEsign Automation Laboratory

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    7 repositories

    • ET-AL

      Public
      Entropy-targeted active learning for bias mitigation in materials data.
      Python
      •
      MIT License
      •1•0•0•0•Updated Jun 9, 2025Jun 9, 2025

    • MolSets

      Public
      Molecular graph deep sets learning for mixture property modeling.
      Python
      •
      MIT License
      •6•0•0•0•Updated Jun 9, 2025Jun 9, 2025

    • LESets

      Public
      A graph neural network for high-entropy alloys.
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Apr 4, 2025Apr 4, 2025

    • MOF-LVGP-MOBBO

      Public
      This repository contains the LVGP-MOBBO code used in the Rapid Design of Top Performing Metal-Organic Frameworks with Qualitative Representations of Building Bl…
      MATLAB
      •1•6•0•0•Updated Jan 26, 2024Jan 26, 2024

    • Multiview-Opinion-Fusion-Machine-Learning

      Public
      Multiview opinion fusion machine learning (MvOF-ML) for automatically identifying crystal systems from electron diffraction patterns.
      machine-learningcrystallographydiffraction-analysis
      machine-learningcrystallographydiffraction-analysishigh-throughput-experiments
      Python
      •
      MIT License
      •0•1•0•0•Updated Jan 2, 2024Jan 2, 2024

    • lvgp-bayes

      Public
      A Python implementation of LVGP.
      Python
      •
      Other
      •3•0•0•0•Updated Dec 20, 2023Dec 20, 2023

    • DDHMS_ICML2022

      Public
      Data-driven Design Of Heterogeneous Metamaterial System (Poster for ICML 2022 Workshop on Machine Learning for Computational Design)
      0•0•0•0•Updated Jul 17, 2022Jul 17, 2022
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