Xiaoying Zhuang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 43

Top Topics

Computationally Expensive

Transfer Learning

Top Venues

Adv. Eng. Softw.

Comput. Math. Appl.

Publications

Yizheng Wang, Jia Sun, Jinshuai Bai, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving PDEs based on Kolmogorov Arnold Networks. CoRR (2024)
Dansheng Yao, Hehua Zhu, Bangke Ren, Xiaoying Zhuang
Improving single image localization through domain adaptation and large kernel attention with synthetic data. Eng. Appl. Artif. Intell. 137 (2024)
Xiaoying Zhuang, Bin Li, S. S. Nanthakumar, Thomas Bohlke
Second-order computational homogenization of flexoelectric composites. CoRR (2023)
Bokai Liu, Nam Vu-Bac, Xiaoying Zhuang, Weizhuo Lu, Xiaolong Fu, Timon Rabczuk
Al-DeMat: A web-based expert system platform for computationally expensive models in materials design. Adv. Eng. Softw. 176 (2023)
Shuwei Zhou, Xiaoying Zhuang, Timon Rabczuk
Phase field method for quasi-static hydro-fracture in porous media under stress boundary condition considering the effect of initial stress field. CoRR (2023)
Xiaoying Zhuang, Xinyi Li, Shuwei Zhou
Three-dimensional phase field feature of longitudinal hydraulic fracture propagation in naturally layered rocks under stress boundaries. Eng. Comput. 39 (1) (2023)
Huilong Ren, Xiaoying Zhuang, Erkan Oterkus, HeHua Zhu, Timon Rabczuk
Nonlocal strong forms of thin plate, gradient elasticity, magneto-electro-elasticity and phase-field fracture by nonlocal operator method. Eng. Comput. 39 (1) (2023)
Hai D. Huynh, S. Natarajan, Hung Nguyen-Xuan, Xiaoying Zhuang
Polytopal composite finite elements for modeling concrete fracture based on nonlocal damage models. CoRR (2023)
Shuwei Zhou, Xiaoying Zhuang, Timon Rabczuk
Phase field modeling of brittle compressive-shear fractures in rock-like materials: A new driving force and a hybrid formulation. CoRR (2023)
Xiaoying Zhuang, Shuwei Zhou, Mao Sheng, Gensheng Li
On the hydraulic fracturing in naturally-layered porous media using the phase field method. CoRR (2023)
Qimin Wang, Xiaoying Zhuang
A CNN-based surrogate model of isogeometric analysis in nonlocal flexoelectric problems. Eng. Comput. 39 (1) (2023)
Huilong Ren, Xiaoying Zhuang, Timon Rabczuk
Ductile fracture modeling by phase field, Hencky strain elasticity and finite J2 plasticity using nonlocal operator method. CoRR (2023)
Hongwei Guo, Xiaoying Zhuang, Naif Alajlan, Timon Rabczuk
Physics-informed deep learning for melting heat transfer analysis with model-based transfer learning. Comput. Math. Appl. 143 (2023)
Timon Rabczuk, Xiaoying Zhuang, Erkan Oterkus
Editorial: Computational modeling based on nonlocal theory. Eng. Comput. 39 (1) (2023)
Giang Huynh, Xiaoying Zhuang, Hoang-Giang Bui, Günther Meschke, Hung Nguyen-Xuan
Elasto-plastic large deformation analysis of multi-patch thin shells by isogeometric approach. CoRR (2023)
Shuwei Zhou, Xiaoying Zhuang, Timon Rabczuk
Phase-field modeling of fluid-driven dynamic cracking in porous media. CoRR (2023)
Ayan Chakraborty, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk
Domain adaptation based transfer learning approach for solving PDEs on complex geometries. Eng. Comput. 38 (5) (2022)
Ayan Chakraborty, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang, Timon Rabczuk
Variational energy based XPINNs for phase field analysis in brittle fracture. CoRR (2022)
Hongwei Guo, Xiaoying Zhuang, Pengwan Chen, Naif Alajlan, Timon Rabczuk
Analysis of three-dimensional potential problems in non-homogeneous media with physics-informed deep collocation method using material transfer learning and sensitivity analysis. Eng. Comput. 38 (6) (2022)
Hongwei Guo, Xiaoying Zhuang, Pengwan Chen, Naif Alajlan, Timon Rabczuk
Stochastic deep collocation method based on neural architecture search and transfer learning for heterogeneous porous media. Eng. Comput. 38 (6) (2022)
Huilong Ren, Xiaoying Zhuang, Trung Nguyen-Thoi, Timon Rabczuk
Nonlocal operator method for the Cahn-Hilliard phase field model. Commun. Nonlinear Sci. Numer. Simul. 96 (2021)
Bohayra Mortazavi, Evgeny V. Podryabinkin, Ivan S. Novikov, Timon Rabczuk, Xiaoying Zhuang, Alexander V. Shapeev
Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution. Comput. Phys. Commun. 258 (2021)
Ayan Chakraborty, Thomas Wick, Xiaoying Zhuang, Timon Rabczuk
Multigoal-oriented dual-weighted-residual error estimation using deep neural networks. CoRR (2021)
Huilong Ren, Xiaoying Zhuang, Erkan Oterkus, HeHua Zhu, Timon Rabczuk
Nonlocal strong forms of thin plate, gradient elasticity, magneto-electro-elasticity and phase field fracture by nonlocal operator method. CoRR (2021)
Hongwei Guo, Xiaoying Zhuang, Timon Rabczuk
A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate. CoRR (2021)
Khader Hamdia, Xiaoying Zhuang, Timon Rabczuk
An efficient optimization approach for designing machine learning models based on genetic algorithm. Neural Comput. Appl. 33 (6) (2021)
Hongwei Guo, Xiaoying Zhuang, Xiaoyu Meng, Timon Rabczuk
Integrated intelligent Jaya Runge-Kutta method for solving Falkner-Skan equations for Various Wedge Angles. CoRR (2020)
Qing-Xiang Meng, Wei-Ya Xu, Huan-Ling Wang, Xiaoying Zhuang, Wei-Chau Xie, Timon Rabczuk
DigiSim - An Open Source Software Package for Heterogeneous Material Modeling Based on Digital Image Processing. Adv. Eng. Softw. 148 (2020)
Hongwei Guo, Xiaoying Zhuang, Dawei Liang, Timon Rabczuk
Stochastic groundwater flow analysis in heterogeneous aquifer with modified neural architecture search (NAS) based physics-informed neural networks using transfer learning. CoRR (2020)
Xiaoying Zhuang, Hongwei Guo, Naif Alajlan, Timon Rabczuk
Deep Autoencoder based Energy Method for the Bending, Vibration, and Buckling Analysis of Kirchhoff Plates. CoRR (2020)
Yiming Zhang, Xueqing Yang, Xiaoying Zhuang
A micropolar peridynamics model with non-unified horizon for damage of solids with different non-local effects. CoRR (2020)
Hongwei Guo, Xiaoying Zhuang, Xiaoyu Meng, Timon Rabczuk
Analysis of three dimensional potential problems in non-homogeneous media with deep learning based collocation method. CoRR (2020)
Hai D. Huynh, Phuong Tran, Xiaoying Zhuang, Hung Nguyen-Xuan
An extended polygonal finite element method for large deformation fracture analysis. CoRR (2019)
Nam Vu-Bac, Thang X. Duong, Tom Lahmer, Xiaoying Zhuang, Roger A. Sauer, H. S. Parke, Timon Rabczuk
A NURBS-based Inverse Analysis for Reconstruction of Nonlinear Deformations of Thin Shell Structures. CoRR (2019)
Xiaoying Zhuang, S. S. Nanthakumar, Timon Rabczuk
A meshfree formulation for large deformation analysis of flexoelectric structures accounting for the surface effects. CoRR (2019)
Vien Minh Nguyen-Thanh, Lu Trong Khiem Nguyen, Timon Rabczuk, Xiaoying Zhuang
A surrogate model for computational homogenization of elastostatics at finite strain using the HDMR-based neural network approximator. CoRR (2019)
Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami, Vien Minh Nguyen-Thanh, Hongwei Guo, Khader Hamdia, Timon Rabczuk, Xiaoying Zhuang
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications. CoRR (2019)
Chuong Nguyen, Xiaoying Zhuang, Ludovic Chamoin, Hung Nguyen-Xuan, Xianzhong Zhao, Timon Rabczuk
Three-dimensional topology optimization of auxetic metamaterial using isogeometric analysis and model order reduction. CoRR (2019)
Shuwei Zhou, Timon Rabczuk, Xiaoying Zhuang
Phase field modeling of quasi-static and dynamic crack propagation: COMSOL implementation and case studies. CoRR (2019)
Shuwei Zhou, Timon Rabczuk, Xiaoying Zhuang
Phase field modeling of quasi-static and dynamic crack propagation: COMSOL implementation and case studies. Adv. Eng. Softw. 122 (2018)
Vien Minh Nguyen-Thanh, Xiaoying Zhuang, Hung Nguyen-Xuan, Timon Rabczuk, Peter Wriggers
A Virtual Element Method for 2D linear elastic fracture analysis. CoRR (2018)
Yiming Zhang, Xiaoying Zhuang
A softening-healing law for self-healing quasi-brittle materials: analyzing with Strong Discontinuity embedded Approach. CoRR (2017)
Nam Vu-Bac, Tom Lahmer, Xiaoying Zhuang, Trung Nguyen-Thoi, Timon Rabczuk
A software framework for probabilistic sensitivity analysis for computationally expensive models. Adv. Eng. Softw. 100 (2016)
Nam Vu-Bac, Hung Nguyen-Xuan, Lei Chen, Chang-Kye Lee, Goangseup Zi, Xiaoying Zhuang, Gui Rong Liu, Timon Rabczuk
A Phantom-Node Method with Edge-Based Strain Smoothing for Linear Elastic Fracture Mechanics. J. Appl. Math. 2013 (2013)