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Anthony David Gruber
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updates to CV
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_pages/code.md

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1. [Bracket-based GNNs](https://github.com/natrask/BracketGraphs){: .btn .btn--info .btn--small}{: .align-right} A Python implementation of our NODE-style structure-preserving bracket-based graph neural networks.
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1. [Hamiltonian-OpInf](https://github.com/ikalash/hamiltonianopinf){: .btn .btn--info .btn--small}{: .align-right} A
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Python implementation of Hamiltonian operator inference, with experiments reproducing the results of our paper.
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Python implementation of Hamiltonian operator inference, with experiments reproducing the results of some papers.
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1. [Multifidelity-Monte-Carlo](https://github.com/agrubertx/Multifidelity-Monte-Carlo){: .btn .btn--info .btn--small}{: .align-right} A Python implementation of multifidelity Monte Carlo estimation, with experiments reproducing the results of the relevant papers.
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_pages/cv.md

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redirect_from:
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- /resume
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---
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Full CV in PDF version [available here](../files/Gruber_CV_2024.pdf), current through 1/2025.
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Full CV in PDF version [available here](../files/Gruber_CV.pdf), current through 3/2025.
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{% include base_path %}
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### Conference Proceedings
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1. <ins>Anthony Gruber</ins>, Kookjin Lee, Haksoo Lim, Noseong Park, Nathaniel Trask. *Efficiently Parameterized Neural Metriplectic Systems.* **ICLR** (2025)
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1. <ins>Anthony Gruber</ins>, Kookjin Lee, Nathaniel Trask. *Reversible and irreversible bracket-based dynamics for deep graph neural networks.* **NeurIPS** (2023)
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1. <ins>Anthony Gruber</ins>, Kookjin Lee, Nathaniel Trask. *Reversible and irreversible bracket-based dynamics for deep graph neural networks.* **NeurIPS** (2023)
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1. Robert A. Bridges, <ins>Anthony D. Gruber</ins>, Christopher Felder, Miki Verma, Chelsey Hoff. *Active Manifolds: A non-linear analogue to Active Subspaces.* **ICML** (2019)
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<!-- 1. <ins>Anthony Gruber</ins>, Magdalena Toda, Hung Tran. *Stationary surfaces with boundaries.* **Ann. Glob. Anal. Geom.** (2022).

_pages/publications.md

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## Journal Articles
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1. [Preprint](https://arxiv.org/abs/2404.15315#){: .btn .btn--info .btn--small}{: .align-right}
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<sub> <ins>Anthony Gruber</ins>, Irina Tezaur.
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*Variationally Consistent Hamiltonian Model Reduction.*
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**SIAM J. Appl. Dyn. Sys.** (2024). </sub>
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[Variationally Consistent Hamiltonian Model Reduction.](https://epubs.siam.org/doi/full/10.1137/24M1652490)
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**SIAM J. Appl. Dyn. Sys.** (2025). </sub>
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1. [Preprint](https://arxiv.org/abs/2304.06262#){: .btn .btn--info .btn--small}{: .align-right}
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<sub> <ins>Anthony Gruber</ins>, Irina Tezaur.
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## Articles in Refereed Conference Proceedings
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1. [Preprint](https://arxiv.org/abs/2405.16305#){: .btn .btn--info .btn--small}{: .align-right}
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<sub> <ins>Anthony Gruber</ins>, Kookjin Lee, Haksoo Lim, Noseong Park, Nathaniel Trask.
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*Efficiently Parameterized Neural Metriplectic Systems*
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[Efficiently Parameterized Neural Metriplectic Systems](https://openreview.net/forum?id=uL1H29dM0c)
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**13th ICLR Proceedings** (2025). </sub>
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1. [Preprint](https://arxiv.org/abs/2305.15616#){: .btn .btn--info .btn--small}{: .align-right}
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**TTU Electronic Thesis and Dissertation Repository** (2019). </sub>
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## Submitted Articles
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1. [Preprint](https://arxiv.org/abs/2502.10888#){: .btn .btn--info .btn--small}{: .align-right}
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<sub> Arjun Vijaywargia, Shane A. McQuarrie, <ins>Anthony Gruber</ins>.
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*Tensor Parametric Hamiltonian Operator Inference.*
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(under review). </sub>
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1. [Preprint](https://arxiv.org/abs/2501.06686#){: .btn .btn--info .btn--small}{: .align-right}
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<sub> Sanghyun Hong, Fan Wu, <ins>Anthony Gruber</ins>, Kookjin Lee.
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*Understanding and Mitigating Membership Inference Risks of Neural Ordinary Differential Equations.*

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