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maxnygma/README.md

Hi there 👋

I'm Max. Research scientist at AIRI and a third-year student at National University of Science and Technology MISIS
My resume can be found here

🔥 I'm interested in AI4Science, particularly in molecular and material representations with applications to clean energy and computational pharmacology

👁️ My last project was Identity Curvature Laplace Approximation (WACV 2025)

👨‍💻 Apart from machine learning, I do workout, explore deeptech startups and cross-field applied research

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  1. icla icla Public

    [WACV 2025] Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection

    Python 6

  2. corl-team/sdde corl-team/sdde Public

    [IEEE ICIP 2024] Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD Detection, Calibration, and Accuracy

    Python 7

  3. equivariant-gnn equivariant-gnn Public

    My take on E(n) Equivariant Graph Neural Networks

    Python 6

  4. NeuralXRD NeuralXRD Public

    [ICLR 2023 ML4Materials] Machine Learning-Assisted Close-Set X-ray Diffraction Phase Identification of Transition Metals

    Python 3

  5. BMS-Molecular-Translation BMS-Molecular-Translation Public

    Pipeline for chemical image-to-text competition

    Python 7 3

  6. vadimtimakin/2nd-place-solution-Digital-Peter vadimtimakin/2nd-place-solution-Digital-Peter Public

    The 2nd place Solution for Digital Peter competition.

    Python 10 1