default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDXiaoying Zhuang
Person information
- affiliation: Leibniz University Hannover, Institute of Photonics, Hannover, Germany
- affiliation: Tongji University, Department of Geotechnical Engineering, Shanghai, China
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
showing all ?? records
2020 – today
- 2026
[b1]Timon Rabczuk, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang
, Yizheng Wang:
Scientific Machine Learning with Engineering Applications. Springer 2026, ISBN 978-3-032-20306-9, pp. 1-232- [j24]Yufeng Li, Mao Sheng, Xiaoying Zhuang, Shuai Zhang, Shouceng Tian, Zhongwei Huang, Gensheng Li:
Early risk warning model of hydraulic fracturing screen-out risk based on deep learning method. Adv. Eng. Informatics 74: 104789 (2026) - [j23]Zhongyu Hu, Mao Sheng, Zhaoyang Wei, Xiaoying Zhuang, Kankan Bai, Shouceng Tian:
Real-time fracture geometry prediction: An integration of pressure prediction and deep learning surrogate model. Eng. Appl. Artif. Intell. 176: 114730 (2026) - [i37]Yizheng Wang, Zhongkai Hao, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Pretrain Finite Element Method: A Pretraining and Warm-start Framework for PDEs via Physics-Informed Neural Operators. CoRR abs/2601.03086 (2026) - [i36]Yizheng Wang, Cosmin Anitescu, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Deep Energy Method with Large Language Model assistance: an open-source Streamlit-based platform for solving variational PDEs. CoRR abs/2602.07838 (2026) - [i35]Yizheng Wang, Mohammad Sadegh Eshaghi, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Replay-Based Continual Learning for Physics-Informed Neural Operators. CoRR abs/2605.04832 (2026) - 2025
- [j22]Ya Duan, Xiaoying Zhuang, Huilong Ren, Timon Rabczuk:
An open-source LS-DYNA implementation of the variational damage model. Adv. Eng. Softw. 206: 103924 (2025) - [j21]Yilin Rao, Liangshu He, Yabin Jin, HeHua Zhu, Timon Rabczuk, Xiaoying Zhuang:
Machine learning for transmission spectra prediction on gradient seismic metastructure. Comput. Phys. Commun. 315: 109750 (2025) - [j20]Than V. Tran, S. S. Nanthakumar, Timon Rabczuk, Xiaoying Zhuang:
On-Demand Inverse Design of Metamaterials Using Deep Neural Networks with Bayesian Optimization. Intell. Comput. 4 (2025) - [j19]Yuan Guo, Zhuojia Fu, Jian Min, Shiyu Lin, Xiaoting Liu, Youssef F. Rashed, Xiaoying Zhuang:
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks. Neural Networks 191: 107825 (2025) - [c1]Huangxin Chen, Yuxiang Chen, Jisheng Kou, Shuyu Sun, Dunhui Xiao, Xuejun Xu, Haitao Yu, Tao Zhang, Xiaoying Zhuang:
Robust, Efficient, and Long-Time Accurate Schemes to Simulate Gas Storage in Geological Formation. ICCS (3) 2025: 213-227 - [i34]Yizheng Wang, Jinshuai Bai, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Transfer Learning in Physics-Informed Neural Networks: Full Fine-Tuning, Lightweight Fine-Tuning, and Low-Rank Adaptation. CoRR abs/2502.00782 (2025) - [i33]Yuan Guo, Zhuojia Fu, Jian Min, Shiyu Lin, Xiaoting Liu, Youssef F. Rashed, Xiaoying Zhuang:
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks. CoRR abs/2502.07325 (2025) - [i32]Yanpeng Gong, Yida He, Yue Mei, Xiaoying Zhuang, Fei Qin, Timon Rabczuk:
Physics-Informed Kolmogorov-Arnold Networks for multi-material elasticity problems in electronic packaging. CoRR abs/2508.16999 (2025) - [i31]Mohammad Sadegh Eshaghi, Cosmin Anitescu, Navid Valizadeh, Yizheng Wang, Xiaoying Zhuang, Timon Rabczuk:
NOWS: Neural Operator Warm Starts for Accelerating Iterative Solvers. CoRR abs/2511.02481 (2025) - [i30]Yanpeng Gong, Sishuai Li, Fei Qin, Yue Mei, Xiaoying Zhuang, Timon Rabczuk:
A coupled finite element-virtual element method for thermomechanical analysis of electronic packaging structures. CoRR abs/2511.09348 (2025) - 2024
- [j18]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: 108951 (2024) - [i29]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 abs/2406.11045 (2024) - [i28]Mohammad Sadegh Eshaghi, Mostafa Bamdad, Cosmin Anitescu, Yizheng Wang, Xiaoying Zhuang, Timon Rabczuk:
DeepNetBeam: A Framework for the Analysis of Functionally Graded Porous Beams. CoRR abs/2408.02698 (2024) - [i27]Yizheng Wang, Jinshuai Bai, Zhongya Lin, Qimin Wang, Cosmin Anitescu, Jia Sun, Mohammad Sadegh Eshaghi, Yuantong Gu, Xi-Qiao Feng, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu:
Artificial intelligence for partial differential equations in computational mechanics: A review. CoRR abs/2410.19843 (2024) - 2023
- [j17]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: 103398 (2023) - [j16]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: 303-317 (2023) - [j15]Wen-Hui Chu, Zhuo-Jia Fu, Zhuochao Tang, Wenzhi Xu, Xiaoying Zhuang:
A machine learning approach coupled with polar coordinate based localized collocation method for inner surface identification in heat conduction problem. Comput. Math. Appl. 148: 41-61 (2023) - [j14]Timon Rabczuk, Xiaoying Zhuang, Erkan Oterkus:
Editorial: Computational modeling based on nonlocal theory. Eng. Comput. 39(1): 3 (2023) - [j13]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): 23-44 (2023) - [j12]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): 711-734 (2023) - [j11]Qimin Wang, Xiaoying Zhuang:
A CNN-based surrogate model of isogeometric analysis in nonlocal flexoelectric problems. Eng. Comput. 39(1): 943-958 (2023) - [i26]Huilong Ren, Xiaoying Zhuang, Timon Rabczuk:
Ductile fracture modeling by phase field, Hencky strain elasticity and finite J2 plasticity using nonlocal operator method. CoRR abs/2302.13783 (2023) - [i25]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 abs/2307.05007 (2023) - [i24]Xiaoying Zhuang, Shuwei Zhou, Mao Sheng, Gensheng Li:
On the hydraulic fracturing in naturally-layered porous media using the phase field method. CoRR abs/2307.11168 (2023) - [i23]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 abs/2308.05748 (2023) - [i22]Shuwei Zhou, Xiaoying Zhuang, Timon Rabczuk:
Phase-field modeling of fluid-driven dynamic cracking in porous media. CoRR abs/2309.02438 (2023) - [i21]Hai D. Huynh, S. Natarajan, Hung Nguyen-Xuan, Xiaoying Zhuang:
Polytopal composite finite elements for modeling concrete fracture based on nonlocal damage models. CoRR abs/2309.08579 (2023) - [i20]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 abs/2309.08584 (2023) - [i19]Xiaoying Zhuang, Bin Li, S. S. Nanthakumar, Thomas Bohlke:
Second-order computational homogenization of flexoelectric composites. CoRR abs/2312.05556 (2023) - 2022
- [j10]Ayan Chakraborty, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk:
Domain adaptation based transfer learning approach for solving PDEs on complex geometries. Eng. Comput. 38(5): 4569-4588 (2022) - [j9]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): 5173-5198 (2022) - [j8]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): 5423-5444 (2022) - [i18]Ayan Chakraborty, Cosmin Anitescu, Somdatta Goswami, Xiaoying Zhuang, Timon Rabczuk:
Variational energy based XPINNs for phase field analysis in brittle fracture. CoRR abs/2207.02307 (2022) - 2021
- [j7]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: 105687 (2021) - [j6]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: 107583 (2021) - [j5]Khader M. Hamdia, Xiaoying Zhuang, Timon Rabczuk:
An efficient optimization approach for designing machine learning models based on genetic algorithm. Neural Comput. Appl. 33(6): 1923-1933 (2021) - [i17]Hongwei Guo, Xiaoying Zhuang, Timon Rabczuk:
A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate. CoRR abs/2102.02617 (2021) - [i16]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 abs/2103.08696 (2021) - [i15]Ayan Chakraborty, Thomas Wick, Xiaoying Zhuang, Timon Rabczuk:
Multigoal-oriented dual-weighted-residual error estimation using deep neural networks. CoRR abs/2112.11360 (2021) - 2020
- [j4]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: 102836 (2020) - [i14]Yiming Zhang, Xueqing Yang, Xiaoying Zhuang:
A micropolar peridynamics model with non-unified horizon for damage of solids with different non-local effects. CoRR abs/2009.08202 (2020) - [i13]Hongwei Guo, Xiaoying Zhuang, Xiaoyu Meng, Timon Rabczuk:
Integrated intelligent Jaya Runge-Kutta method for solving Falkner-Skan equations for Various Wedge Angles. CoRR abs/2010.05682 (2020) - [i12]Xiaoying Zhuang, Hongwei Guo, Naif Alajlan, Timon Rabczuk:
Deep Autoencoder based Energy Method for the Bending, Vibration, and Buckling Analysis of Kirchhoff Plates. CoRR abs/2010.05698 (2020) - [i11]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 abs/2010.12060 (2020) - [i10]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 abs/2010.12344 (2020)
2010 – 2019
- 2019
- [i9]Nam Vu-Bac, Thang X. Duong, Tom Lahmer, Xiaoying Zhuang, Roger Andrew Sauer, H. S. Parke, Timon Rabczuk:
A NURBS-based Inverse Analysis for Reconstruction of Nonlinear Deformations of Thin Shell Structures. CoRR abs/1902.02204 (2019) - [i8]Shuwei Zhou, Timon Rabczuk, Xiaoying Zhuang:
Phase field modeling of quasi-static and dynamic crack propagation: COMSOL implementation and case studies. CoRR abs/1902.05922 (2019) - [i7]Hai D. Huynh, Phuong Tran, Xiaoying Zhuang, Hung Nguyen-Xuan:
An extended polygonal finite element method for large deformation fracture analysis. CoRR abs/1903.05160 (2019) - [i6]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 abs/1906.02005 (2019) - [i5]Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami, Vien Minh Nguyen-Thanh, Hongwei Guo, Khader M. 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 abs/1908.10407 (2019) - [i4]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 abs/1908.11449 (2019) - [i3]Xiaoying Zhuang, S. S. Nanthakumar, Timon Rabczuk:
A meshfree formulation for large deformation analysis of flexoelectric structures accounting for the surface effects. CoRR abs/1911.06553 (2019) - 2018
- [j3]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: 31-49 (2018) - [i2]Vien Minh Nguyen-Thanh, Xiaoying Zhuang, Hung Nguyen-Xuan, Timon Rabczuk, Peter Wriggers:
A Virtual Element Method for 2D linear elastic fracture analysis. CoRR abs/1808.00355 (2018) - 2017
- [i1]Yiming Zhang, Xiaoying Zhuang:
A softening-healing law for self-healing quasi-brittle materials: analyzing with Strong Discontinuity embedded Approach. CoRR abs/1706.04906 (2017) - 2016
- [j2]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: 19-31 (2016) - 2013
- [j1]Nam Vu-Bac, Hung Nguyen-Xuan, Lei Chen, Changkye 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: 978026:1-978026:12 (2013)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-07-04 00:57 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
