Minglang Yin - RankMe

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A computational pipeline for clustering left atrial appendage morphology via elastic shape analysis. Comput. Biol. Medicine Zan Ahmad, Minglang Yin, Yashil Sukurdeep, Noam Rotenberg, Eugene G. Kholmovski, Natalia A. Trayanova
2024	J	`jnl`	A scalable framework for learning the geometry-dependent solution operators of partial differential equations. Nat. Comput. Sci. Minglang Yin, Nicolas Charon, Ryan Brody, Lu Lu, Natalia A. Trayanova, Mauro Maggioni
2024	J	`jnl`	Convolutional Deep Operator Networks for Learning Nonlinear Focused Ultrasound Wave Propagation in Heterogeneous Spinal Cord Anatomy. CoRR Avisha Kumar, Xuzhe Zhi, Zan Ahmad, Minglang Yin, Amir Manbachi
2024	J	`jnl`	DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains. CoRR Minglang Yin, Nicolas Charon, Ryan Brody, Lu Lu, Natalia A. Trayanova, Mauro Maggioni
2024	J	`jnl`	Diffeomorphic Latent Neural Operators for Data-Efficient Learning of Solutions to Partial Differential Equations. CoRR Zan Ahmad, Shiyi Chen, Minglang Yin, Avisha Kumar, Nicolas Charon, Natalia A. Trayanova, Mauro Maggioni
2023	J	`jnl`	A Generative Modeling Framework for Inferring Families of Biomechanical Constitutive Laws in Data-Sparse Regimes. CoRR Minglang Yin, Zongren Zou, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
2022	J	`jnl`	Interfacing Finite Elements with Deep Neural Operators for Fast Multiscale Modeling of Mechanics Problems. CoRR Minglang Yin, Enrui Zhang, Yue Yu, George Em Karniadakis
2021	J	`jnl`	A physics-informed variational DeepONet for predicting the crack path in brittle materials. CoRR Somdatta Goswami, Minglang Yin, Yue Yu, George E. Karniadakis
2021	J	`jnl`	Physics-informed neural networks (PINNs) for fluid mechanics: A review. CoRR Shengze Cai, Zhiping Mao, Zhicheng Wang, Minglang Yin, George Em Karniadakis
2021	J	`jnl`	Simulating progressive intramural damage leading to aortic dissection using an operator-regression neural network. CoRR Minglang Yin, Ehsan Ban, Bruno V. Rego, Enrui Zhang, Cristina Cavinato, Jay D. Humphrey, George Em Karniadakis
2020	J	`jnl`	Physics-Informed Neural Networks for Nonhomogeneous Material Identification in Elasticity Imaging. CoRR Enrui Zhang, Minglang Yin, George Em Karniadakis