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Panos Stinis — most-cited papers & profile · Time Series
← authors
·
overview
Panos Stinis
10
papers ·
7
citations ·
17
h-index
Pacific Northwest National Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Enhancing classification accuracy through chaos
2026
Solving differential equations with unknown constitutive relations as recurrent neural networks
2017
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks
2018
Enforcing constraints for time series prediction in supervised, unsupervised and reinforcement learning
2019
A Hybrid Deep Neural Operator/Finite Element Method for Ice-Sheet Modeling
2023
Top co-authors
Tobias Hagge
· 2
Alexandre M. Tartakovsky
· 1
Amanda A. Howard
· 1
Enoch Yeung
· 1
Enoch Yeung and Alexandre M. Tartakovsky
· 1
George Em Karniadakis
· 1
Mauro Perego
· 1
Qizhi He
· 1
Topics
cs.LG
Uncategorized
Probabilistic
Linear & Patch Models
physics.comp-ph
physics.ao-ph
physics.geo-ph