Concepedia

Panos Stinis

PS

25

Publications

579

Citations

15

H-Index

2008

Active since

Affiliations

Pacific Northwest National Laboratory(Current)

University of Minnesota

Brown University

University of Illinois Urbana-Champaign

Sandia National Laboratories

Panos Stinis is an author at Pacific Northwest National Laboratory specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringMachine LearningDeep LearningComputer ScienceData ScienceNumerical AnalysisSystems EngineeringArtificial IntelligenceEnergy StorageMachine Vision

Publications per year

2008–2024

25

Publications

25

Renormalized Mori–Zwanzig-reduced models for systems without scale separation

Panos Stinis · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2015 · 53 citations · Full text

Multifidelity deep operator networks for data-driven and physics-informed problems

Amanda A. Howard, Mauro Perego, George Em Karniadakis et al. · Journal of Computational Physics · 2023 · 52 citations · Full text

Physics-informed Problems, Engineering, Machine Learning +4

Improved particle filters for multi-target tracking

Vasileios Maroulas, Panos Stinis · Journal of Computational Physics · 2011 · 46 citations

Particle Filters, Machine Vision, Engineering +8

ViTO: Vision Transformer-Operator

Oded Ovadia, Adar Kahana, Panos Stinis et al. · Computer Methods in Applied Mechanics and Engineering · 2024 · 46 citations

Engineering, Machine Vision, Image Analysis +5

Physics-constrained deep neural network method for estimating parameters in a redox flow battery

Qizhi He, Panos Stinis, Alexandre M. Tartakovsky · Journal of Power Sources · 2022 · 40 citations · Full text

Electric Battery, Electrical Engineering, Engineering +5

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