Günther Meschke

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Transfer Learning

Emission Tomography

Geometric Features

Inverse Problems

Top Venues

Adv. Eng. Softw.

Int. J. Approx. Reason.

Publications

Chen Xu, Ba-Trung Cao, Yong Yuan, Günther Meschke
A multi-fidelity deep operator network (DeepONet) for fusing simulation and monitoring data: Application to real-time settlement prediction during tunnel construction. Eng. Appl. Artif. Intell. 133 (2024)
Seyed Saberi, Günther Meschke, Andreas Vogel
An Efficient Parallel Adaptive GMG Solver for Large-Scale Stokes Problems. Euro-Par (2023)
Seyed Saberi, Günther Meschke, Amdreas Vogel
The Influence of Nitsche Stabilization on Geometric Multigrid for the Finite Cell Method. CoRR (2023)
Chen Xu, Ba-Trung Cao, Yong Yuan, Günther Meschke
Fusing simulation and monitoring data for real-time settlement prediction during tunnel construction: A multi-fidelity deep operator network (DeepONet). CoRR (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)
Hoang-Giang Bui, Ba-Trung Cao, Steffen Freitag, Klaus Hackl, Günther Meschke
Surrogate modeling for interactive tunnel track design using the cut finite element method. Eng. Comput. 39 (6) (2023)
Chen Xu, Ba-Trung Cao, Yong Yuan, Günther Meschke
Transfer learning based physics-informed neural networks for solving inverse problems in tunneling. CoRR (2022)
Seyed Saberi, Günther Meschke, Andreas Vogel
A restricted additive Vanka smoother for geometric multigrid. J. Comput. Phys. 459 (2022)
Seyed Saberi, Günther Meschke, A. Vogel
A restricted additive Vanka smoother for geometric multigrid. CoRR (2021)
Seyed Saberi, Günther Meschke, A. Vogel
Adaptive geometric multigrid for the mixed finite cell formulation of Stokes and Navier-Stokes equations. CoRR (2021)
Jelena Ninic, Hoang-Giang Bui, Günther Meschke
BIM-to-IGA: A fully automatic design-through-analysis workflow for segmented tunnel linings. Adv. Eng. Informatics 46 (2020)
Seyed Saberi, A. Vogel, Günther Meschke
Parallel Finite Cell Method with Adaptive Geometric Multigrid. Euro-Par (2020)
Steffen Freitag, Philipp Edler, Katharina Kremer, Günther Meschke
Multilevel surrogate modeling approach for optimization problems with polymorphic uncertain parameters. Int. J. Approx. Reason. 119 (2020)
Ba-Trung Cao, Markus Obel, Steffen Freitag, Peter Mark, Günther Meschke
Artificial neural network surrogate modelling for real-time predictions and control of building damage during mechanised tunnelling. Adv. Eng. Softw. 149 (2020)
Jelena Ninic, Hoang-Giang Bui, Christian Koch, Günther Meschke
Computationally Efficient Simulation in Urban Mechanized Tunneling Based on Multilevel BIM Models. J. Comput. Civ. Eng. 33 (3) (2019)
Jelena Ninic, Hoang-Giang Bui, Günther Meschke
Parametric Design and Isogeometric Analysis of Tunnel Linings within the Building Information Modelling Framework. EG-ICE (2018)
Ba-Trung Cao, Steffen Freitag, Günther Meschke
A hybrid RNN-GPOD surrogate model for real-time settlement predictions in mechanised tunnelling. Adv. Model. Simul. Eng. Sci. 3 (1) (2016)
Abdullah Alsahly, Janosch Stascheit, Günther Meschke
Advanced finite element modeling of excavation and advancement processes in mechanized tunneling. Adv. Eng. Softw. 100 (2016)