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@d2r2group

D2R2 Group

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  1. MatFold MatFold Public

    Package for systematic insights into materials discovery models’ performance through standardized chemical cross-validation protocols

    Python 11 1

  2. mlip-cleavage-benchmark mlip-cleavage-benchmark Public

    Benchmark for Machine Learning Interatomic Potentials (MLIPs) on surface stability and cleavage energy predictions

    Python 6

  3. website website Public

    Website of D2R2 Group

    TeX 2

  4. FIRE-GNN FIRE-GNN Public

    FIRE-GNN is a force-informed, relaxed equivariant graph neural network for predicting surface work functions and cleavage energies from slab structures.

    Python 2

  5. WF-RF-Model WF-RF-Model Public

    Random Forest ML model to predict the work function of surfaces with physics-based descriptors

    Python 1

  6. MATL7355 MATL7355 Public

    Website for the course MATL 7355, Thermodynamics of Materials, taught by Asst. Prof. Peter Schindler.

    SCSS

Repositories

Showing 9 of 9 repositories
  • website Public

    Website of D2R2 Group

    d2r2group/website’s past year of commit activity
    TeX 2 0 0 0 Updated Feb 15, 2026
  • FIRE-GNN Public

    FIRE-GNN is a force-informed, relaxed equivariant graph neural network for predicting surface work functions and cleavage energies from slab structures.

    d2r2group/FIRE-GNN’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jan 27, 2026
  • MATL7355 Public

    Website for the course MATL 7355, Thermodynamics of Materials, taught by Asst. Prof. Peter Schindler.

    d2r2group/MATL7355’s past year of commit activity
    SCSS 0 0 0 0 Updated Jan 13, 2026
  • ML4MSD Public

    Machine Learning for Materials Science and Discovery Course Website

    d2r2group/ML4MSD’s past year of commit activity
    SCSS 0 0 0 0 Updated Jan 13, 2026
  • MatFold Public

    Package for systematic insights into materials discovery models’ performance through standardized chemical cross-validation protocols

    d2r2group/MatFold’s past year of commit activity
    Python 11 MIT 1 0 0 Updated Nov 15, 2025
  • mlip-cleavage-benchmark Public

    Benchmark for Machine Learning Interatomic Potentials (MLIPs) on surface stability and cleavage energy predictions

    d2r2group/mlip-cleavage-benchmark’s past year of commit activity
    Python 6 0 0 0 Updated Sep 19, 2025
  • WF-RF-Model Public

    Random Forest ML model to predict the work function of surfaces with physics-based descriptors

    d2r2group/WF-RF-Model’s past year of commit activity
    Python 1 MIT 0 0 0 Updated May 31, 2025
  • PhD_Applicant_Task Public

    Task for interested PhD applicants

    d2r2group/PhD_Applicant_Task’s past year of commit activity
    Python 0 0 0 0 Updated Jan 19, 2024
  • wannier90 Public Forked from Emad-Rezaei/wannier90

    Official repository of the Wannier90 code

    d2r2group/wannier90’s past year of commit activity
    Fortran 0 GPL-2.0 163 0 0 Updated Aug 6, 2023

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