| An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications E Samaniego, C Anitescu, S Goswami, VM Nguyen-Thanh, H Guo, ... Computer Methods in Applied Mechanics and Engineering 362, 112790, 2020 | 1945 | 2020 |
| Dual‐horizon peridynamics H Ren, X Zhuang, Y Cai, T Rabczuk International Journal for Numerical Methods in Engineering 108 (12), 1451-1476, 2016 | 743 | 2016 |
| Dual-horizon peridynamics: A stable solution to varying horizons H Ren, X Zhuang, T Rabczuk Computer Methods in Applied Mechanics and Engineering 318, 762-782, 2017 | 680 | 2017 |
| A software framework for probabilistic sensitivity analysis for computationally expensive models N Vu-Bac, T Lahmer, X Zhuang, T Nguyen-Thoi, T Rabczuk Advances in Engineering Software 100, 19-31, 2016 | 622 | 2016 |
| Exceptional piezoelectricity, high thermal conductivity and stiffness and promising photocatalysis in two-dimensional MoSi2N4 family confirmed by first-principles B Mortazavi, B Javvaji, F Shojaei, T Rabczuk, AV Shapeev, X Zhuang Nano Energy 82, 105716, 2021 | 591 | 2021 |
| A deep collocation method for the bending analysis of Kirchhoff plate H Guo, X Zhuang, T Rabczuk arXiv preprint arXiv:2102.02617, 2021 | 587 | 2021 |
| Phase field modeling of quasi-static and dynamic crack propagation: COMSOL implementation and case studies S Zhou, T Rabczuk, X Zhuang Advances in Engineering Software 122, 31-49, 2018 | 458 | 2018 |
| Deep autoencoder based energy method for the bending, vibration, and buckling analysis of Kirchhoff plates with transfer learning X Zhuang, H Guo, N Alajlan, H Zhu, T Rabczuk European Journal of Mechanics-A/Solids 87, 104225, 2021 | 421 | 2021 |
| A phase-field modeling approach of fracture propagation in poroelastic media S Zhou, X Zhuang, T Rabczuk Engineering Geology 240, 189-203, 2018 | 398 | 2018 |
| An extended isogeometric thin shell analysis based on Kirchhoff–Love theory N Nguyen-Thanh, N Valizadeh, MN Nguyen, H Nguyen-Xuan, X Zhuang, ... Computer Methods in Applied Mechanics and Engineering 284, 265-291, 2015 | 392 | 2015 |
| Stochastic analysis of the fracture toughness of polymeric nanoparticle composites using polynomial chaos expansions KM Hamdia, M Silani, X Zhuang, P He, T Rabczuk International Journal of Fracture 206 (2), 215-227, 2017 | 388 | 2017 |
| Phase field modelling of crack propagation, branching and coalescence in rocks S Zhou, X Zhuang, H Zhu, T Rabczuk Theoretical and Applied Fracture Mechanics 96, 174-192, 2018 | 380 | 2018 |
| A nonlocal operator method for partial differential equations with application to electromagnetic waveguide problem T Rabczuk, H Ren, X Zhuang Henderson: Tech Science Press, 2019 | 368 | 2019 |
| An efficient optimization approach for designing machine learning models based on genetic algorithm KM Hamdia, X Zhuang, T Rabczuk Neural Computing and Applications 33 (6), 1923-1933, 2021 | 345 | 2021 |
| Fracture properties prediction of clay/epoxy nanocomposites with interphase zones using a phase field model MA Msekh, NH Cuong, G Zi, P Areias, X Zhuang, T Rabczuk Engineering Fracture Mechanics 188, 287-299, 2018 | 340 | 2018 |
| Fracture modeling using meshless methods and level sets in 3D: framework and modeling X Zhuang, CE Augarde, KM Mathisen International Journal for Numerical Methods in Engineering 92 (11), 969-998, 2012 | 339 | 2012 |
| First‐principles multiscale modeling of mechanical properties in graphene/borophene heterostructures empowered by machine‐learning interatomic potentials B Mortazavi, M Silani, EV Podryabinkin, T Rabczuk, X Zhuang, ... Advanced Materials 33 (35), 2102807, 2021 | 330 | 2021 |
| Phase-field modeling of fluid-driven dynamic cracking in porous media S Zhou, X Zhuang, T Rabczuk Computer Methods in Applied Mechanics and Engineering 350, 169-198, 2019 | 324 | 2019 |
| A deep energy method for finite deformation hyperelasticity VM Nguyen-Thanh, X Zhuang, T Rabczuk European Journal of Mechanics-A/Solids 80, 103874, 2020 | 322 | 2020 |
| An explicit phase field method for brittle dynamic fracture HL Ren, XY Zhuang, C Anitescu, T Rabczuk Computers & Structures 217, 45-56, 2019 | 313 | 2019 |
Hehua ZhuProfessor of Civil Engineering, Tongji UniversityVerified email at tongji.edu.cn
