Timon Rabczuk

According to our database1, Timon Rabczuk authored at least 55 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2021
Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution.
Comput. Phys. Commun., 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

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

Dynamic spline bas-relief modeling with isogeometric collocation method.
Comput. Aided Geom. Des., 2020

COVID-19 Outbreak Prediction with Machine Learning.
Algorithms, 2020

DigiSim - An Open Source Software Package for Heterogeneous Material Modeling Based on Digital Image Processing.
Adv. Eng. Softw., 2020

2019
Multiscale Polynomial-Based High-Order Central High Resolution Schemes.
J. Sci. Comput., 2019

Isogeometric analysis for surface PDEs with extended Loop subdivision.
J. Comput. Phys., 2019

Spline bas-relief modeling from sketches by isogeometric analysis approach.
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

Particle swarm optimization model to predict scour depth around bridge pier.
CoRR, 2019

A surrogate model for computational homogenization of elastostatics at finite strain using the HDMR-based neural network approximator.
CoRR, 2019

Threshold shift method for reliability-based design optimization.
CoRR, 2019

A NURBS-based Inverse Analysis for Reconstruction of Nonlinear Deformations of Thin Shell Structures.
CoRR, 2019

Singularity Structure Simplification of Hexahedral Mesh via Weighted Ranking.
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
A Virtual Element Method for 2D linear elastic fracture analysis.
CoRR, 2018

Exact conversion from Bézier tetrahedra to Bézier hexahedra.
Comput. Aided Geom. Des., 2018

Isogeometric analysis with strong multipatch <i>C</i><sup>1</sup>-coupling.
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

Multi-Scale Convolutional Neural Network for Remote Sensing Scene Classification.
Proceedings of the 2018 IEEE International Conference on Electro/Information Technology, 2018

2017
An improved isogeometric analysis method for trimmed geometries.
CoRR, 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

Learning and Intelligent Optimization for Material Design Innovation.
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

2016
Nonlocal damage modelling in clay/epoxy nanocomposites using a multiscale approach.
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
Isogeometric analysis: An overview and computer implementation aspects.
Math. Comput. Simul., 2015

A novel dynamic multilevel technique for image registration.
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
A Simple Circular Cell Method for Multilevel Finite Element Analysis.
J. Appl. Math., 2012

A comparative study of two molecular mechanics models based on harmonic potentials
CoRR, 2012

Isogeometric analysis: an overview and computer implementation aspects.
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
Meshless methods: A review and computer implementation aspects.
Math. Comput. Simul., 2008


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