Nazanin Ahmadi Daryakenari

Physics and AstronomyComputer ScienceMaterials ScienceBiochemistry, Genetics and Molecular Biology

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 4 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

Representation meets optimization: Training PINNs and PIKANs for gray-box discovery in systems pharmacology

Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.111393

N/A

0.165DataRank · unranked

2 citations

Khemraj Shukla, George Em Karniadakis, Nazanin Ahmadi Daryakenari

AI-Aristotle: A physics-informed framework for systems biology gray-box identification

PLoS Computational Biology(2024)10.1371/journal.pcbi.1011916

N/A

0DataRank · unranked

53 citations

Mario De Florio, Khemraj Shukla, George Em Karniadakis, Nazanin Ahmadi Daryakenari

CMINNs: Compartment model informed neural networks — Unlocking drug dynamics

Computers in Biology and Medicine(2024)10.1016/j.compbiomed.2024.109392

N/A

0DataRank · unranked

18 citations

Shupeng Wang, George Em Karniadakis, Nazanin Ahmadi Daryakenari