Personal information

Activities

Education and qualifications (1)

Brown University: Providence, RI, US

2018-09-01 to present | Ph.D. (Engineering)
Education
Source: Self-asserted source
Minglang Yin

Works (6)

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

Nature Computational Science
2024-12-09 | Journal article
Contributors: Minglang Yin; Nicolas Charon; Ryan Brody; Lu Lu; Natalia Trayanova; Mauro Maggioni
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Crossref

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

Computer Methods in Applied Mechanics and Engineering
2022-12 | Journal article
Contributors: Minglang Yin; Enrui Zhang; Yue Yu; George Em Karniadakis
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Crossref

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

Computer Methods in Applied Mechanics and Engineering
2022-03 | Journal article
Contributors: Somdatta Goswami; Minglang Yin; Yue Yu; George Em Karniadakis
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Crossref

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

Journal of The Royal Society Interface
2022-02 | Journal article
Contributors: Minglang Yin; Ehsan Ban; Bruno V. Rego; Enrui Zhang; Cristina Cavinato; Jay D. Humphrey; George Em Karniadakis
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Crossref

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

Computer Methods in Applied Mechanics and Engineering
2021-03 | Journal article
Contributors: Minglang Yin; Xiaoning Zheng; Jay D. Humphrey; George Em Karniadakis
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Crossref

One-dimensional modeling of fractional flow reserve in coronary artery disease: Uncertainty quantification and Bayesian optimization

Computer Methods in Applied Mechanics and Engineering
2019-08 | Journal article
Contributors: Minglang Yin; Alireza Yazdani; George Em Karniadakis
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Crossref

Peer review (6 reviews for 3 publications/grants)

Review activity for Acta biomaterialia. (2)
Review activity for Nature cardiovascular research. (3)
Review activity for Nature communications (1)