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12272277

Funded outputs count: 8
Funder award ID: 12272277
OpenAlex ID: G383440407
Locally enhanced neural networks for discontinuities in solid mechanics
2026 · Zhihong Lai, Luyang Zhao, et al. · International Journal of Mechanical Sciences · 5
DENNs: Discontinuity-Embedded Neural Networks for fracture mechanics
2025 · Luyang Zhao, Qian Shao · Computer Methods in Applied Mechanics and Engineering · 19
Machine Learning-Directed Discovery of Ultrahigh Young’s Modulus Crystals
2025 · Bo Zhu, Qian Shao · The Journal of Physical Chemistry C
Accelerated discovery of ultraincompressible, superhard materials via physics-enhanced active learning
2025 · Xiaoang Yuan, Bo Zhu, et al. · Materials Horizons · 2
A physics-enhanced deep learning approach for prediction of stress intensity factors in bimaterial interface cracks
2024 · Luyang Zhao, Qian Shao · Engineering Fracture Mechanics · 8
A novel strength-energy criterion for bimaterial interface crack propagation
2024 · Ping Li, Qian Shao, et al. · International Journal of Solids and Structures · 15
Coupling mixed hybrid and extended finite element methods for the simulation of hydro-mechanical processes in fractured porous media
2023 · Lingai Guo, Marwan Fahs, et al. · Computers and Geotechnics · 15
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A database construction method for data-driven computational mechanics of composites
2023 · Liang Li, Qian Shao, et al. · International Journal of Mechanical Sciences · 38
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