Paris Perdikaris

University of Pennsylvania

Physics and AstronomyComputer ScienceEngineeringDecision Sciences

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 7 papers. Top paper: “Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations”.

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

Journal of Computational Physics(2019)10.1016/j.jcp.2018.10.045

N/A

1.4DataRank · unranked

15614 citations

Paris Perdikaris, G.E. Karniadakis, George Em Karniadakis, Maziar Raissi

Multiscale modeling meets machine learning: What can we learn?

Archives of Computational Methods in Engineering(2020)10.1007/s11831-020-09405-5

N/A

0DataRank · unranked

352 citations

Mark Alber, Adrián Buganza Tepole, William R. Cannon, Suvranu De, Dura-Bernal, Salvador +7 more

COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior

medRxiv(2020)10.1101/2020.09.20.20198432

N/A

0DataRank · unranked

10 citations

Francisco Sahli Costabal, Hanwen Wang, Kevin Linka, Mathias Peirlinck, Ellen Kuhl +2 more

COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior

Computer Methods in Applied Mechanics and Engineering(2021)10.1016/j.cma.2021.113891

N/A

0DataRank · unranked

55 citations

Francisco Sahli Costabal, Hanwen Wang, Kevin Linka, Mathias Peirlinck, Ellen Kuhl +2 more

Feasibility of Vascular Parameter Estimation for Assessing Hypertensive Pregnancy Disorders

Journal of Biomechanical Engineering(2022)10.1115/1.4055679

N/A

0DataRank · unranked

2 citations

Eileen Hwuang, Elizabeth Thompson, Nadav Schwartz, John A. Detre, Walter R. Witschey +2 more

Pulmonary Artery Shear Stress and Oscillatory Shear Index are Associated with Right Ventricular Remodeling in Repaired Tetralogy of Fallot

Annals of Biomedical Engineering(2025)10.1007/s10439-025-03793-0

N/A

0DataRank · unranked

2 citations

Anindro Bhattacharya, Fengling Hu, Russell T. Shinohara, Paris Perdikaris, Kevin K. Whitehead +4 more

Reduced order computational fluid dynamic simulations in the thoracic aorta are associated with disease recorded in a medical biobank

Scientific Reports(2025)10.1038/s41598-025-14401-5

N/A

0DataRank · unranked

0 citations

Anindro Bhattacharya, Georgios Kissas, Elizabeth Thompson, Cameron Beeche, Sophia Swago +34 more