Shuheng Liao

发表

Mechanistic artificial intelligence (Mechanistic-AI) for modeling, design, and control of advanced manufacturing processes: Current state and perspectives

Wing Kam Liu, M. Mozaffar, Zhengtao Gan, 2021, Journal of Materials Processing Technology.

Toolpath Planning for Manufacturing of Complex Parts Through Incremental Sheet Forming

A. Slocum, K. Ehmann, Jian Cao, 2022, ASME Open Journal of Engineering.

Physics-embedded graph network for accelerating phase-field simulation of microstructure evolution in additive manufacturing

Tianju Xue, Zhengtao Gan, Jian Cao, 2022, npj Computational Materials.

Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data

Tianju Xue, Jian Cao, Shuheng Liao, 2022, ArXiv.

JAX-FEM: A differentiable GPU-accelerated 3D finite element solver for automatic inverse design and mechanistic data science

Tianju Xue, Zhengtao Gan, Jian Cao, 2022, Comput. Phys. Commun..

Efficient GPU-accelerated thermomechanical solver for residual stress prediction in additive manufacturing

M. Mozaffar, Jian Cao, Shuheng Liao, 2023, Computational Mechanics.

Advancing the Accuracy of Computational Models for Double-Sided Incremental Forming

Kornel Ehmann, Newell Moser, Shuheng Liao, 2021, Forming the Future.

Hybrid thermal modeling of additive manufacturing processes using physics-informed neural networks for temperature prediction and parameter identification

K. Ehmann, Tianju Xue, Jian Cao, 2022, Computational Mechanics.

In-situ springback compensation in incremental sheet forming

Kornel Ehmann, Huaqing Ren, Jian Cao, 2019, CIRP Annals.

Hybrid full-field thermal characterization of additive manufacturing processes using physics-informed neural networks with data

Tianju Xue, Jian Cao, Shuheng Liao, 2022, ArXiv.

Dpps: A Deep-Learning Based Point-Light Photometric Stereo Method for 3d Reconstruction of Metallic Surfaces

Ping Guo, Shuheng Liao, Yaoke Wang, 2023, SSRN Electronic Journal.

Accelerating Phase-Field Simulation of Three-Dimensional Microstructure Evolution in Laser Powder Bed Fusion with Composable Machine Learning Predictions

Tianju Xue, Shuheng Liao, Jian Cao, 2023, Additive Manufacturing.

Machine-agnostic energy density model for laser, powder-blown directed energy deposition

Jian Cao, Shuheng Liao, Jihoon Jeong, 2023, Journal of Manufacturing Processes.