Rujin Ma

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Physics-informed neural operator for predictive parametric phase-field modelling. CoRR Nanxi Chen, Airong Chen, Rujin Ma
2025	J	`jnl`	Electrochemical-chemical-mechanical phase field model for non-uniform corrosion-induced cracking considering the rust precipitation. Eng. Comput. Xurui Fang, Zichao Pan, Rujin Ma, Airong Chen
2025	J	`jnl`	Enforcing hidden physics in physics-informed neural networks. CoRR Nanxi Chen, Sifan Wang, Rujin Ma, Airong Chen, Chuanjie Cui
2025	J	`jnl`	PF-PINNs: Physics-informed neural networks for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations. J. Comput. Phys. Nanxi Chen, Sergio Lucarini, Rujin Ma, Airong Chen, Chuanjie Cui
2025	J	`jnl`	Sharp-PINNs: staggered hard-constrained physics-informed neural networks for phase field modelling of corrosion. CoRR Nanxi Chen, Chuanjie Cui, Rujin Ma, Airong Chen, Sifan Wang
2024	J	`jnl`	PyWindAM: A Python software for wind field analysis and cloud-based data management. SoftwareX Nanxi Chen, Rujin Ma, Baixue Ge, Haocheng Chang
2023	J	`jnl`	Electro-chemo-mechanical phase field modeling of localized corrosion: theory and COMSOL implementation. Eng. Comput. Chuanjie Cui, Rujin Ma, Emilio Martínez-Pañeda
2022	J	`jnl`	A generalised, multi-phase-field theory for dissolution-driven stress corrosion cracking and hydrogen embrittlement. CoRR Chuanjie Cui, Rujin Ma, Emilio Martínez-Pañeda
2022	J	`jnl`	Numerical Modeling of Ice Accumulation on Three-Dimensional Bridge Cables under Freezing Rain and Natural Wind Conditions. Symmetry Dalei Wang, Mengjin Sun, Rujin Ma, Xiang Shen
2020	J	`jnl`	A phase field formulation for dissolution-driven stress corrosion cracking. CoRR Chuanjie Cui, Rujin Ma, Emilio Martínez-Pañeda
2020	J	`jnl`	An Automated Inspection Method for the Steel Box Girder Bottom of Long-Span Bridges Based on Deep Learning. IEEE Access Dalei Wang, Yiquan Zhang, Yue Pan, Bo Peng, Haoran Liu, Rujin Ma
2020	J	`jnl`	Deep Learning Based Vehicle Detection and Classification Methodology Using Strain Sensors under Bridge Deck. Sensors Rujin Ma, Zhen Zhang, Yiqing Dong, Yue Pan
2020	J	`jnl`	Machine Vision-Based Monitoring Methodology for the Fatigue Cracks in U-Rib-to-Deck Weld Seams. IEEE Access Dalei Wang, Yiqing Dong, Yue Pan, Rujin Ma