Timon Rabczuk
Orcid: 0000-0002-7150-296X
According to our database1,
Timon Rabczuk
authored at least 100 papers
between 2008 and 2025.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2025
IGA-Graph-Net: Isogeometric analysis-reuse method based on graph neural networks for topology-consistent models.
J. Comput. Phys., 2025
The localized radial basis function collocation method for dendritic solidification, solid phase sintering and wetting phenomenon based on phase field.
J. Comput. Phys., 2025
2024
3D isogeometric indirect BEM solution based on virtual surface sources on the boundaries of Helmholtz acoustic problems.
Eng. Comput., August, 2024
A Gaussian-cubic backward substitution method for the four-order pure stream function formulation of two-dimensional incompressible viscous flows.
Eng. Comput., June, 2024
Numerical simulations of two-dimensional incompressible Navier-Stokes equations by the backward substitution projection method.
Appl. Math. Comput., April, 2024
Artificial intelligence for partial differential equations in computational mechanics: A review.
CoRR, 2024
CoRR, 2024
Kolmogorov Arnold Informed neural network: A physics-informed deep learning framework for solving PDEs based on Kolmogorov Arnold Networks.
CoRR, 2024
HomoGenius: a Foundation Model of Homogenization for Rapid Prediction of Effective Mechanical Properties using Neural Operators.
CoRR, 2024
An adaptive support domain for the in-compressible fluid flow based on the localized radial basis function collocation method.
Comput. Math. Appl., 2024
2023
Subdivision-based IGA Coupled EIEQ Method for the Cahn-Hilliard Phase-Field Model of Homopolymer Blends on Complex Surfaces.
Comput. Aided Des., November, 2023
Computational modeling of quasi static fracture using the nonlocal operator method and explicit phase field model.
Eng. Comput., October, 2023
Weak form of bond-associated peridynamic differential operator for solving differential equations.
Eng. Comput., October, 2023
Nonlocal strong forms of thin plate, gradient elasticity, magneto-electro-elasticity and phase-field fracture by nonlocal operator method.
Eng. Comput., February, 2023
Eng. Comput., February, 2023
Nonlocal modeling of bi-material and modulus graded plates using peridynamic differential operator.
Eng. Comput., February, 2023
Al-DeMat: A web-based expert system platform for computationally expensive models in materials design.
Adv. Eng. Softw., February, 2023
Towards Risk-Free Trustworthy Artificial Intelligence: Significance and Requirements.
Int. J. Intell. Syst., 2023
CoRR, 2023
A discontinuous Galerkin method based isogeometric analysis framework for flexoelectricity in micro-architected dielectric solids.
CoRR, 2023
A Parallel Feature-preserving Mesh Variable Offsetting Method with Dynamic Programming.
CoRR, 2023
Phase field method for quasi-static hydro-fracture in porous media under stress boundary condition considering the effect of initial stress field.
CoRR, 2023
Phase field modeling of brittle compressive-shear fractures in rock-like materials: A new driving force and a hybrid formulation.
CoRR, 2023
Ductile fracture modeling by phase field, Hencky strain elasticity and finite J2 plasticity using nonlocal operator method.
CoRR, 2023
Physics-informed deep learning for melting heat transfer analysis with model-based transfer learning.
Comput. Math. Appl., 2023
2022
Nonlocal Operator Method for Solving Partial Differential Equations: State-of-the-Art Review and Future Perspectives.
J. Adv. Eng. Comput., 2022
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., 2022
Stochastic deep collocation method based on neural architecture search and transfer learning for heterogeneous porous media.
Eng. Comput., 2022
Domain adaptation based transfer learning approach for solving PDEs on complex geometries.
Eng. Comput., 2022
Eng. Comput., 2022
CoRR, 2022
Space-time backward substitution method for nonlinear transient heat conduction problems in functionally graded materials.
Comput. Math. Appl., 2022
IGA-Reuse-NET: A deep-learning-based isogeometric analysis-reuse approach with topology-consistent parameterization.
Comput. Aided Geom. Des., 2022
An open source peridynamics code for dynamic fracture in homogeneous and heterogeneous materials.
Adv. Eng. Softw., 2022
2021
An efficient optimization approach for designing machine learning models based on genetic algorithm.
Neural Comput. Appl., 2021
Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution.
Comput. Phys. Commun., 2021
Multigoal-oriented dual-weighted-residual error estimation using deep neural networks.
CoRR, 2021
A robust monolithic solver for phase-field fracture integrated with fracture energy based arc-length method and under-relaxation.
CoRR, 2021
Resistance-Time Co-Modulated PointNet for Temporal Super-Resolution Simulation of Blood Vessel Flows.
CoRR, 2021
Commun. Nonlinear Sci. Numer. Simul., 2021
Nonlinear transient vibration of viscoelastic plates: A NURBS-based isogeometric HSDT approach.
Comput. Math. Appl., 2021
Comput. Aided Des., 2021
2020
One-dimensional model for the unsteady flow of a generalized third-grade viscoelastic fluid.
Neural Comput. Appl., 2020
Structural shape optimization using Bézier triangles and a CAD-compatible boundary representation.
Eng. Comput., 2020
CoRR, 2020
Stochastic groundwater flow analysis in heterogeneous aquifer with modified neural architecture search (NAS) based physics-informed neural networks using transfer learning.
CoRR, 2020
Analysis of three dimensional potential problems in non-homogeneous media with deep learning based collocation method.
CoRR, 2020
Deep Autoencoder based Energy Method for the Bending, Vibration, and Buckling Analysis of Kirchhoff Plates.
CoRR, 2020
Integrated intelligent Jaya Runge-Kutta method for solving Falkner-Skan equations for Various Wedge Angles.
CoRR, 2020
High correlated variables creator machine: Prediction of the compressive strength of concrete.
CoRR, 2020
Shear Stress Distribution Prediction in Symmetric Compound Channels Using Data Mining and Machine Learning Models.
CoRR, 2020
Comput. Aided Geom. Des., 2020
DigiSim - An Open Source Software Package for Heterogeneous Material Modeling Based on Digital Image Processing.
Adv. Eng. Softw., 2020
2019
J. Sci. Comput., 2019
J. Comput. Phys., 2019
Graph. Model., 2019
A meshfree formulation for large deformation analysis of flexoelectric structures accounting for the surface effects.
CoRR, 2019
Three-dimensional topology optimization of auxetic metamaterial using isogeometric analysis and model order reduction.
CoRR, 2019
An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications.
CoRR, 2019
Transfer learning enhanced physics informed neural network for phase-field modeling of fracture.
CoRR, 2019
CoRR, 2019
A surrogate model for computational homogenization of elastostatics at finite strain using the HDMR-based neural network approximator.
CoRR, 2019
A NURBS-based Inverse Analysis for Reconstruction of Nonlinear Deformations of Thin Shell Structures.
CoRR, 2019
CoRR, 2019
Joint image segmentation and registration based on a dynamic level set approach using truncated hierarchical B-splines.
Comput. Math. Appl., 2019
A Survey of Deep Learning Techniques: Application in Wind and Solar Energy Resources.
IEEE Access, 2019
2018
Comput. Aided Geom. Des., 2018
Comput. Aided Geom. Des., 2018
Phase field modeling of quasi-static and dynamic crack propagation: COMSOL implementation and case studies.
Adv. Eng. Softw., 2018
Automatic Premature Ventricular Contractions Detection for Multi-Lead Electrocardiogram Signal.
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018
2017
Constructing IGA-suitable planar parameterization from complex CAD boundary by domain partition and global/local optimization.
CoRR, 2017
A mechanistic model for drug release from PLGA-based drug eluting stent: A computational study.
Comput. Biol. Medicine, 2017
Volumetric parametrization from a level set boundary representation with PHT-splines.
Comput. Aided Des., 2017
An applicable method for modifying over-allocated multi-mode resource constraint schedules in the presence of preemptive resources.
Ann. Oper. Res., 2017
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017
2016
J. Comput. Sci., 2016
A multiscale coupled finite-element and phase-field framework to modeling stressed grain growth in polycrystalline thin films.
J. Comput. Phys., 2016
Adaptive FEM-based nonrigid image registration using truncated hierarchical B-splines.
Comput. Math. Appl., 2016
A software framework for probabilistic sensitivity analysis for computationally expensive models.
Adv. Eng. Softw., 2016
2015
Math. Comput. Simul., 2015
Comput. Math. Appl., 2015
Concurrent multiscale modeling of three dimensional crack and dislocation propagation.
Adv. Eng. Softw., 2015
2014
Phase field modelling of stressed grain growth: Analytical study and the effect of microstructural length scale.
J. Comput. Phys., 2014
Isogeometric analysis suitable trivariate NURBS representation of composite panels with a new offset algorithm.
Comput. Aided Des., 2014
2013
A Phantom-Node Method with Edge-Based Strain Smoothing for Linear Elastic Fracture Mechanics.
J. Appl. Math., 2013
2012
J. Appl. Math., 2012
CoRR, 2012
2011
An alternative alpha finite element method with discrete shear gap technique for analysis of laminated composite plates.
Appl. Math. Comput., 2011
2010
An alternative alpha finite element method (AαFEM) for free and forced structural vibration using triangular meshes.
J. Comput. Appl. Math., 2010
Image-based measurement of alveoli volume expansion in an animal model of a diseased lung.
Int. J. Comput. Appl. Technol., 2010
2008
Math. Comput. Simul., 2008