Panos Stinis
Pacific Northwest National Laboratory(US)University of Washington(US)Government of the United States of America(US)
Publications by Year
Research Areas
Model Reduction and Neural Networks, Probabilistic and Robust Engineering Design, Neural Networks and Applications, Advanced battery technologies research, Fluid Dynamics and Turbulent Flows
Most-Cited Works
- → Multifidelity deep operator networks for data-driven and physics-informed problems(2023)54 cited
- → Renormalized Mori–Zwanzig-reduced models for systems without scale separation(2015)54 cited
- → ViTO: Vision Transformer-Operator(2024)49 cited
- → Improved particle filters for multi-target tracking(2011)47 cited
- → Physics-constrained deep neural network method for estimating parameters in a redox flow battery(2022)40 cited
- → A comparative study of physics-informed neural network models for learning unknown dynamics and constitutive relations(2019)34 cited
- → Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks