🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Minglang Yin

Johns Hopkins University

ORCID: 0000-0001-7861-350X
Physics and AstronomyEngineeringMedicine

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 11 papers. Top paper: “Simulating progressive intramural damage leading to aortic dissection using DeepONet: an operator–regression neural network”.

Simulating progressive intramural damage leading to aortic dissection using DeepONet: an operator–regression neural network

Journal of The Royal Society Interface(2022)10.1098/rsif.2021.0670
N/A
1.8DataRank · unranked
48 citations

Ehsan Ban, Bruno V. Rego, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey +2 more

A physics-informed variational DeepONet for predicting crack path in quasi-brittle materials

Computer Methods in Applied Mechanics and Engineering(2022)10.1016/j.cma.2022.114587
N/A
0.899DataRank · unranked
401 citations

Minglang Yin, Yue Yu, George Em Karniadakis, Somdatta Goswami

Multimodal AI to forecast arrhythmic death in hypertrophic cardiomyopathy

Nature Cardiovascular Research(2025)10.1038/s44161-025-00679-1
N/A
0.725DataRank · unranked
32 citations

Minglang Yin, Eugene Kholmovski, Dan M. Popescu, Dai-Yin Lu, Erica Scherer +8 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

Convolutional Deep Operator Networks for Learning Nonlinear Focused Ultrasound Wave Propagation in Heterogeneous Spinal Cord Anatomy

arXiv (Cornell University)(2024)10.48550/arxiv.2412.16118
N/A
0DataRank · unranked
0 citations

Xuzhe Zhi, Zan Ahmad, Minglang Yin, Amir Manbachi, Avisha Kumar

Predicting Sudden Cardiac Death in Patients With Sarcoidosis Using a Multimodal Artificial Intelligence Model

JACC. Clinical electrophysiology(2025)10.1016/j.jacep.2025.10.009
N/A
0DataRank · unranked
1 citations

Minglang Yin, Eugene Kholmovski, Maryam Mojarrad Sani, Nisha A. Gilotra, Jonathan Chrispin +2 more

Non-invasive inference of thrombus material properties with physics-informed neural networks

Computer Methods in Applied Mechanics and Engineering(2020)10.1016/j.cma.2020.113603
N/A
0DataRank · unranked
181 citations

Xiaoning Zheng, Jay D. Humphrey, George Em Karniadakis, Minglang Yin

A computational pipeline for clustering left atrial appendage morphology via elastic shape analysis

Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.110905
N/A
0DataRank · unranked
0 citations

Minglang Yin, Yashil Sukurdeep, Noam Rotenberg, Eugene Kholmovski, Natalia A. Trayanova +1 more

Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems

Computer Methods in Applied Mechanics and Engineering(2022)10.1016/j.cma.2022.115027
N/A
0DataRank · unranked
109 citations

Enrui Zhang, Yue Yu, George Em Karniadakis, Minglang Yin

A scalable framework for learning the geometry-dependent solution operators of partial differential equations

Nature Computational Science(2024)10.1038/s43588-024-00732-2
N/A
0DataRank · unranked
38 citations

Nicolas Charon, Ryan Brody, Lu Lu, Natalia A. Trayanova, Mauro Maggioni +1 more

Top stories on using computational modeling and artificial intelligence to uncover arrhythmogenic mechanisms and advance arrhythmia management

Heart Rhythm(2024)10.1016/j.hrthm.2024.07.034
N/A
0DataRank · unranked
0 citations

Minglang Yin, Adityo Prakosa, Natalia A. Trayanova