Timon Rabczuk

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 85

Top Topics

Transfer Learning

Differential Equations

Top Venues

Comput. Math. Appl.

Adv. Eng. Softw.

Publications

Yuhui Zhang, Ji Lin, Sergiy Yu. Reutskiy, Timon Rabczuk, Jun Lu
A Gaussian-cubic backward substitution method for the four-order pure stream function formulation of two-dimensional incompressible viscous flows. Eng. Comput. 40 (3) (2024)
Pengfei Jiang, Hui Zheng, Jingang Xiong, Timon Rabczuk
An adaptive support domain for the in-compressible fluid flow based on the localized radial basis function collocation method. Comput. Math. Appl. 156 (2024)
Yizheng Wang, Xiang Li, Ziming Yan, Yuqing Du, Jinshuai Bai, Bokai Liu, Timon Rabczuk, Yinghua Liu
HomoGenius: a Foundation Model of Homogenization for Rapid Prediction of Effective Mechanical Properties using Neural Operators. CoRR (2024)
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)
Yuhui Zhang, Timon Rabczuk, Ji Lin, Jun Lu, C. S. Chen
Numerical simulations of two-dimensional incompressible Navier-Stokes equations by the backward substitution projection method. Appl. Math. Comput. 466 (2024)
Qing Pan, Chong Chen, Timon Rabczuk, Jin Zhang, Xiaofeng Yang
Subdivision-based IGA Coupled EIEQ Method for the Cahn-Hilliard Phase-Field Model of Homopolymer Blends on Complex Surfaces. Comput. Aided Des. 164 (2023)
David Medina, Navid Valizadeh, Esteban Samaniego, Alex X. Jerves, Timon Rabczuk
Isogeometric analysis of insoluble surfactant spreading on a thin film. CoRR (2023)
Jorge López, Cosmin Anitescu, Timon Rabczuk
CAD-compatible structural shape optimization with a movable Bézier tetrahedral mesh. 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)
Mehmet Dorduncu, Akif Kutlu, Erdogan Madenci, Timon Rabczuk
Nonlocal modeling of bi-material and modulus graded plates using peridynamic differential operator. Eng. Comput. 39 (1) (2023)
Umut Sahin, Huilong Ren, Cevat Erdem Imrak, Timon Rabczuk
Computational modeling of quasi static fracture using the nonlocal operator method and explicit phase field model. Eng. Comput. 39 (5) (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)
Saurav Sharma, Cosmin Anitescu, Timon Rabczuk
A discontinuous Galerkin method based isogeometric analysis framework for flexoelectricity in micro-architected dielectric solids. 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)
Hongyi Cao, Gang Xu, Renshu Gu, Jinlan Xu, Xiaoyu Zhang, Timon Rabczuk
A Parallel Feature-preserving Mesh Variable Offsetting Method with Dynamic Programming. CoRR (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)
Laith Alzubaidi, Aiman Al-Sabaawi, Jinshuai Bai, Ammar Dukhan, Ahmed H. Alkenani, Ahmed Al-Asadi, Haider A. Alwzwazy, Mohamed Manoufali, Mohammed A. Fadhel, Ahmed Shihab Albahri, Catarina Moreira, Chun Ouyang, Jinglan Zhang, José Santamaría, Asma Salhi, Freek Hollman, Ashish Gupta, Ye Duan, Timon Rabczuk, Amin M. Abbosh, Yuantong Gu
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements. Int. J. Intell. Syst. 2023 (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)
Zhiyuan Li, Dan Huang, Huilong Ren, Timon Rabczuk
Weak form of bond-associated peridynamic differential operator for solving differential equations. Eng. Comput. 39 (5) (2023)
Shuwei Zhou, Xiaoying Zhuang, Timon Rabczuk
Phase-field modeling of fluid-driven dynamic cracking in porous media. CoRR (2023)
Ali Jenabidehkordi, Xiaolong Fu, Timon Rabczuk
An open source peridynamics code for dynamic fracture in homogeneous and heterogeneous materials. Adv. Eng. Softw. 168 (2022)
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)
Pedro Areias, N. Silvestre, Timon Rabczuk
Wrinkling of finite-strain membranes with mixed solid-shell elements. Eng. Comput. 38 (6) (2022)
Yuhui Zhang, Timon Rabczuk, Jun Lu, Shifa Lin, Ji Lin
Space-time backward substitution method for nonlinear transient heat conduction problems in functionally graded materials. Comput. Math. Appl. 124 (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)
Dandan Wang, Jinlan Xu, Fei Gao, Charlie C. L. Wang, Renshu Gu, Fei Lin, Timon Rabczuk, Gang Xu
IGA-Reuse-NET: A deep-learning-based isogeometric analysis-reuse approach with topology-consistent parameterization. Comput. Aided Geom. Des. 95 (2022)
Yongzheng Zhang, Huilong Ren, Timon Rabczuk
Nonlocal Operator Method for Solving Partial Differential Equations: State-of-the-Art Review and Future Perspectives. J. Adv. Eng. Comput. 6 (1) (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)
Gang Xu, Ran Ling, Yongjie Jessica Zhang, Zhoufang Xiao, Zhongping Ji, Timon Rabczuk
Singularity Structure Simplification of Hexahedral Meshes via Weighted Ranking. Comput. Aided Des. 130 (2021)
Hongwei Guo, Xiaoying Zhuang, Timon Rabczuk
A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate. CoRR (2021)
Erfan Shafei, Shirko Faroughi, Timon Rabczuk
Nonlinear transient vibration of viscoelastic plates: A NURBS-based isogeometric HSDT approach. Comput. Math. Appl. 84 (2021)
Zhizheng Jiang, Fei Gao, Renshu Gu, Jinlan Xu, Gang Xu, Timon Rabczuk
Resistance-Time Co-Modulated PointNet for Temporal Super-Resolution Simulation of Blood Vessel Flows. 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)
Ritukesh Bharali, Somdatta Goswami, Cosmin Anitescu, Timon Rabczuk
A robust monolithic solver for phase-field fracture integrated with fracture energy based arc-length method and under-relaxation. CoRR (2021)
Zohreh Sheikh Khozani, Khabat Khosravi, Mohammadamin Torabi, Amir Mosavi, Bahram Rezaei, Timon Rabczuk
Shear Stress Distribution Prediction in Symmetric Compound Channels Using Data Mining and Machine Learning Models. CoRR (2020)
Fernando Carapau, Paulo Manuel de Barros Correia, Timon Rabczuk, Pedro Areias
One-dimensional model for the unsteady flow of a generalized third-grade viscoelastic fluid. Neural Comput. Appl. 32 (16) (2020)
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)
Jorge López, Cosmin Anitescu, Navid Valizadeh, Timon Rabczuk, Naif Alajlan
Structural shape optimization using Bézier triangles and a CAD-compatible boundary representation. Eng. Comput. 36 (4) (2020)
Sina Ardabili, Amir Mosavi, Pedram Ghamisi, Filip Ferdinand, Annamária R. Várkonyi-Kóczy, Uwe Reuter, Timon Rabczuk, Peter M. Atkinson
COVID-19 Outbreak Prediction with Machine Learning. Algorithms 13 (10) (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)
Aydin Shishegaran, Hessam Varaee, Timon Rabczuk, Gholamreza Shishegaran
High correlated variables creator machine: Prediction of the compressive strength of concrete. CoRR (2020)
Abhinav Gupta, Rajib Chowdhury, Anupam Chakrabarti, Timon Rabczuk
A 55-line code for large-scale parallel topology optimization in 2D and 3D. CoRR (2020)
Jinlan Xu, Chengnan Ling, Gang Xu, Zhongping Ji, Xiangyang Wu, Timon Rabczuk
Dynamic spline bas-relief modeling with isogeometric collocation method. Comput. Aided Geom. Des. 81 (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)
Aishwarya Pawar, Yongjie Jessica Zhang, Cosmin Anitescu, Timon Rabczuk
Joint image segmentation and registration based on a dynamic level set approach using truncated hierarchical B-splines. Comput. Math. Appl. 78 (10) (2019)
Shahab Shamshirband, Timon Rabczuk, Kwok-Wing Chau
A Survey of Deep Learning Techniques: Application in Wind and Solar Energy Resources. IEEE Access 7 (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)
Hassan Yousefi, Soheil Mohammadi, Timon Rabczuk
Multiscale Polynomial-Based High-Order Central High Resolution Schemes. J. Sci. Comput. 80 (1) (2019)
Gang Xu, Ran Ling, Yongjie Jessica Zhang, Zhoufang Xiao, Zhongping Ji, Timon Rabczuk
Singularity Structure Simplification of Hexahedral Mesh via Weighted Ranking. CoRR (2019)
Somdatta Goswami, Cosmin Anitescu, Souvik Chakraborty, Timon Rabczuk
Transfer learning enhanced physics informed neural network for phase-field modeling of fracture. CoRR (2019)
Jinlan Xu, Chengnan Ling, Gang Xu, Zhongping Ji, Timon Rabczuk
Spline bas-relief modeling from sketches by isogeometric analysis approach. Graph. Model. 103 (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)
Shahaboddin Shamshirband, Amir Mosavi, Timon Rabczuk
Particle swarm optimization model to predict scour depth around bridge pier. CoRR (2019)
Somdatta Goswami, Souvik Chakraborty, Rajib Chowdhury, Timon Rabczuk
Threshold shift method for reliability-based design optimization. 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)
Qing Pan, Timon Rabczuk, Gang Xu, Chong Chen
Isogeometric analysis for surface PDEs with extended Loop subdivision. J. Comput. Phys. 398 (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)
Gang Xu, Yaoli Jin, Zhoufang Xiao, Qing Wu, Bernard Mourrain, Timon Rabczuk
Exact conversion from Bézier tetrahedra to Bézier hexahedra. Comput. Aided Geom. Des. 62 (2018)
Mohamad Mahmoud Al Rahhal, Naif Al Ajlan, Yakoub Bazi, Haikel Al-Hichri, Timon Rabczuk
Automatic Premature Ventricular Contractions Detection for Multi-Lead Electrocardiogram Signal. EIT (2018)
Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk
-coupling. Comput. Aided Geom. Des. 62 (2018)
Haikel Salem Alhichri, Naif Alajlan, Yakoub Bazi, Timon Rabczuk
Multi-Scale Convolutional Neural Network for Remote Sensing Scene Classification. EIT (2018)
Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk
Volumetric parametrization from a level set boundary representation with PHT-splines. Comput. Aided Des. 82 (2017)
Chiu Ling Chan, Cosmin Anitescu, Timon Rabczuk
Volumetric parametrization from a level set boundary representation with PHT Splines. CoRR (2017)
Amir Mosavi, Timon Rabczuk
Learning and Intelligent Optimization for Material Design Innovation. LION (2017)
Jahed Naghipoor, Timon Rabczuk
A mechanistic model for drug release from PLGA-based drug eluting stent: A computational study. Comput. Biol. Medicine 90 (2017)
Jinlan Xu, Ningning Sun, Laixin Shu, Timon Rabczuk, Gang Xu
An improved isogeometric analysis method for trimmed geometries. CoRR (2017)
Gang Xu, Ming Li, Bernard Mourrain, Timon Rabczuk, Jinlan Xu, Stéphane P. A. Bordas
Constructing IGA-suitable planar parameterization from complex CAD boundary by domain partition and global/local optimization. CoRR (2017)
Aidin Delgoshaei, Timon Rabczuk, Ahad Ali, Mohd Khairol Anuar bin Mohd Ariffin
An applicable method for modifying over-allocated multi-mode resource constraint schedules in the presence of preemptive resources. Ann. Oper. Res. 259 (1-2) (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)
Mostafa Jamshidian, P. Thamburaja, Timon Rabczuk
A multiscale coupled finite-element and phase-field framework to modeling stressed grain growth in polycrystalline thin films. J. Comput. Phys. 327 (2016)
Aishwarya Pawar, Yongjie Zhang, Yue Jia, Xiaodong Wei, Timon Rabczuk, Chiu Ling Chan, Cosmin Anitescu
Adaptive FEM-based nonrigid image registration using truncated hierarchical B-splines. Comput. Math. Appl. 72 (8) (2016)
Mohammad Silani, Hossein Talebi, Abdel Magid S. Hamouda, Timon Rabczuk
Nonlocal damage modelling in clay/epoxy nanocomposites using a multiscale approach. J. Comput. Sci. 15 (2016)
Vinh Phu Nguyen, Cosmin Anitescu, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis: An overview and computer implementation aspects. Math. Comput. Simul. 117 (2015)
Yue Jia, Yongjie Zhang, Timon Rabczuk
A novel dynamic multilevel technique for image registration. Comput. Math. Appl. 69 (9) (2015)
Hossein Talebi, Mohammad Silani, Timon Rabczuk
Concurrent multiscale modeling of three dimensional crack and dislocation propagation. Adv. Eng. Softw. 80 (2015)
Mostafa Jamshidian, Timon Rabczuk
Phase field modelling of stressed grain growth: Analytical study and the effect of microstructural length scale. J. Comput. Phys. 261 (2014)
Vinh Phu Nguyen, Pierre Kerfriden, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis suitable trivariate NURBS representation of composite panels with a new offset algorithm. Comput. Aided Des. 55 (2014)
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)
Hossein Talebi, Goangseup Zi, Mohammad Silani, Esteban Samaniego, Timon Rabczuk
A Simple Circular Cell Method for Multilevel Finite Element Analysis. J. Appl. Math. 2012 (2012)
Vinh Phu Nguyen, Robert N. Simpson, Stéphane P. A. Bordas, Timon Rabczuk
Isogeometric analysis: an overview and computer implementation aspects. CoRR (2012)
Junhua Zhao, Lifeng Wang, Jin-Wu Jiang, Zhengzhong Wang, Wanlin Guo, Timon Rabczuk
A comparative study of two molecular mechanics models based on harmonic potentials CoRR (2012)
C. Thai-Hoang, N. Nguyen-Thanh, Hung Nguyen-Xuan, Timon Rabczuk
An alternative alpha finite element method with discrete shear gap technique for analysis of laminated composite plates. Appl. Math. Comput. 217 (17) (2011)
Christopher E. Hann, Darren Hewett, J. Geoffrey Chase, Timon Rabczuk, Ashwath Sundaresan, Xiaoqi Chen, Wenhui Wang, Geoffrey M. Shaw
Image-based measurement of alveoli volume expansion in an animal model of a diseased lung. Int. J. Comput. Appl. Technol. 39 (1/2/3) (2010)
N. Nguyen-Thanh, Timon Rabczuk, Hung Nguyen-Xuan, Stéphane P. A. Bordas
An alternative alpha finite element method (AαFEM) for free and forced structural vibration using triangular meshes. J. Comput. Appl. Math. 233 (9) (2010)
Vinh Phu Nguyen, Timon Rabczuk, Stéphane P. A. Bordas, Marc Duflot
Meshless methods: A review and computer implementation aspects. Math. Comput. Simul. 79 (3) (2008)