Scholar
Bruno Jacob
Google Scholar ID: i_IkuqUAAAAJ
Pacific Northwest National Laboratory
Computational Physics
Scientific Machine Learning
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Citations & Impact
All-time
Citations
138
H-index
6
i10-index
6
Publications
14
Co-authors
25
list available
Publications
5 items
SINDy-KANs: Sparse identification of non-linear dynamics through Kolmogorov-Arnold networks
2026
Cited
0
Bridging quantum and classical computing for partial differential equations through multifidelity machine learning
2025
Cited
0
Beyond Protein Language Models: An Agentic LLM Framework for Mechanistic Enzyme Design
2025
Cited
0
E-PINNs: Epistemic Physics-Informed Neural Networks
2025
Cited
0
Finite basis Kolmogorov-Arnold networks: domain decomposition for data-driven and physics-informed problems
arXiv.org · 2024
Cited
31
Co-authors
10 total
Linda Petzold
Professor, University of California Santa Barbara
Panos Stinis
Pacific Northwest National Laboratory
Amanda Howard
Pacific Northwest National Laboratory
Zhen Li
Clemson University
Alexander Heinlein
Delft University of Technology (TU Delft)
Jan Drgona
Johns Hopkins University
Prashant Singh
Uppsala University
Andreas Hellander
Associate Professor in Scientific Computing, Division of Scientific Computing, Department of
