MT
Matteo Tomasetto
cs.LGcs.CEmath.OCmath.DScs.AIcs.NAcs.ROcs.SYeess.SYmath.NA
On Valency
published · living versionsW_u7fv394b·v1 · currentpublished
Reinforcement learning for control of partial differential equations
with Nicolò Botteghi, Andrea Manzoni
1 version
Preprints & journals
10 papers in the corpus · 2024–2026Real-time optimal control with shallow recurrent decoder networks2607.19302v1 · Matteo Tomasetto, Francesco Braghin, J. Nathan Kutz et al.2026 · 0 citationsarXiv
Physics-enhanced reinforcement learning for real-time optimal control of dynamical systems2607.16177v1 · Matteo Tomasetto, Nicolo Botteghi, Gabriele Bruni et al.2026 · 0 citationsarXiv
Flow-aware Optimal Navigation in Unsteady Flows through Reinforcement Learning2607.13553v1 · Andrea Maria Braghin, Nicolo Botteghi, Matteo Tomasetto et al.2026 · 0 citationsarXiv
CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models2605.15549v1 · Stefano Riva, Carolina Introini, Antonio Cammi et al.2026 · 0 citationsarXiv
The Seismic Wavefield Common Task Framework2512.19927v2 · Alexey Yermakov, Yue Zhao, Marine Denolle et al.2025 · 0 citationsarXiv
Reduced order modeling with shallow recurrent decoder networks.41271698 · Tomasetto, Matteo, Williams, Jan P, Braghin, Francesco et al.2026 · 20 citationsNature communications. 2025;16(1):10260
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms2510.23166v4 · Philippe Martin Wyder, Judah Goldfeder, Alexey Yermakov et al.2025 · 0 citationsThe Thirty-ninth Annual Conference on Neural Information Processing Systems Datasets and Benchmarks Track 2025
HypeMARL: Multi-Agent Reinforcement Learning For High-Dimensional, Parametric, and Distributed Systems2509.16709v1 · Nicolo Botteghi, Matteo Tomasetto, Urban Fasel et al.2025 · 0 citationsarXiv
PySHRED: A Python package for SHallow REcurrent Decoding for sparse sensing, model reduction and scientific discovery2507.20954v1 · David Ye, Jan Williams, Mars Gao et al.2025 · 0 citationsarXiv
Real-time optimal control of high-dimensional parametrized systems by deep learning-based reduced order models2409.05709v1 · Matteo Tomasetto, Andrea Manzoni, Francesco Braghin2024 · 9 citationsarXiv
Career total: 15 works. 10 are in this corpus.
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