Paris Perdikaris

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 4

Top Topics

Density Functional Theory

Systematic Review

Top Venues

Proceedings of the National Academy of Sciences of the United States of America

Science advances

Proceedings. Mathematical, physical, and engineering sciences

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences

University of Pennsylvania

Brown University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Pennsylvania Jan 01 2018

United States

Assistant Professor :: Mechanical Engineering and Applied Mechanics

Education History

Brown University Sep 01 2009 - May 31 2015

United States

PHD :: Applied Mathematics

Publications

Mohamed Aziz Bhouri, Paris Perdikaris
Gaussian processes meet NeuralODEs: a Bayesian framework for learning the dynamics of partially observed systems from scarce and noisy data. Philosophical transactions. Series A, Mathematical, physical, and engineering sciences 380 (2229) (2022)
Sifan Wang, Hanwen Wang, Paris Perdikaris
Learning the solution operator of parametric partial differential equations with physics-informed DeepONets. Science advances 7 (40) (2021)
Yibo Yang, Mohamed Aziz Bhouri, Paris Perdikaris
Bayesian differential programming for robust systems identification under uncertainty. Proceedings. Mathematical, physical, and engineering sciences 476 (2243) (2020)
Young Ki Lee, Xiaoguai Li, Paris Perdikaris, John C Crocker, Celia Reina, Talid Sinno
Hydrodynamic and frictional modulation of deformations in switchable colloidal crystallites. Proceedings of the National Academy of Sciences of the United States of America 117 (23) (2020)