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Panos Stinis — most-cited papers & profile · Quantum Computing
← authors
·
overview
Panos Stinis
5
papers ·
7
citations ·
17
h-index
Pacific Northwest National Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
E-PINNs: Epistemic Physics-Informed Neural Networks
2025 · 4 citations
Conformalized-KANs: Uncertainty Quantification with Coverage Guarantees for Kolmogorov-Arnold Networks (KANs) in Scientific Machine Learning
2025 · 3 citations
ArGEnT: Arbitrary Geometry-encoded Transformer for Operator Learning
2026
Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets
2025
Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks
2018
Topics
Physics ML
Math & Equations
math.ST
stat.ML
stat.TH
Materials
cs.LG
cs.NA
math-ph
math.MP