Zongren Zou

Physics and AstronomyDecision SciencesComputer ScienceMaterials Science

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 5 papers. Top paper: “From PINNs to PIKANs: recent advances in physics-informed machine learning”.

From PINNs to PIKANs: recent advances in physics-informed machine learning

Machine learning for computational science and engineering(2025)10.1007/s44379-025-00015-1

N/A

0.788DataRank · unranked

190 citations

Vivek Oommen, Alan John Varghese, Zongren Zou, Nazanin Ahmadi Daryakenari, Chenxi Wu +2 more

A generative modeling framework for inferring families of biomechanical constitutive laws in data-sparse regimes

Journal of the Mechanics and Physics of Solids(2023)10.1016/j.jmps.2023.105424

N/A

0.425DataRank · unranked

16 citations

Zongren Zou, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis +1 more

Quantification of total uncertainty in the physics-informed reconstruction of CVSim-6 physiology

Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences(2025)10.1098/rsta.2024.0221

N/A

0.373DataRank · unranked

11 citations

Zongren Zou, Daniele E. Schiavazzi, George Em Karniadakis, Mario De Florio

Correcting model misspecification in physics-informed neural networks (PINNs)

arXiv (Cornell University)(2023)10.48550/arxiv.2310.10776

N/A

0.241DataRank · unranked

4 citations

Xuhui Meng, George Em Karniadakis, Zongren Zou

Correcting model misspecification in physics-informed neural networks (PINNs)

Journal of Computational Physics(2024)10.1016/j.jcp.2024.112918

N/A

0DataRank · unranked

66 citations

Xuhui Meng, George Em Karniadakis, Zongren Zou