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Achievements

Achievement: Galaxy BrainAchievement: Pull Sharkx2Achievement: YOLOAchievement: StarstruckAchievement: Arctic Code Vault Contributor

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  1. pnnl/neuromancer Public

    Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

    Python 1.1k 144

  2. pnnl/slim Public

    Drop-in replacements for PyTorch nn.Linear for stable learning and inductive priors in physics informed machine learning applications.

    Cuda 18 7

  3. pnnl/deps_arXiv2020 Public

    Differentiable predictive control (DPC) policy optimization examples.

    MATLAB 53 7

  4. PIML_ACC2023 Public

    Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the American Control Conference 2023.

    19 4

258 contributions in the last year

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Activity overview

Contributed to pnnl/neuromancer, drgona/drgona.github.io, drgona/ML_and_control_buildings_energy and 3 other repositories
Loading A graph representing drgona's contributions from April 14, 2024 to April 17, 2025. The contributions are 86% commits, 9% code review, 3% issues, 2% pull requests.

Contribution activity

April 2025

Created 17 commits in 3 repositories
3 contributions in private repositories Apr 9 – Apr 11
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