Michael Kaliske

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 12

Top Topics

Response Surface

Top Venues

Adv. Eng. Softw.

J. Comput. Appl. Math.

Publications

Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
Finite Operator Learning: Bridging Neural Operators and Numerical Methods for Efficient Parametric Solution and Optimization of PDEs. CoRR (2024)
Shahed Rezaei, Ahmad Moeineddin, Michael Kaliske, Markus Apel
Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations. CoRR (2024)
Yongjae Lee, Baris Cansiz, Krunoslav Michael Sveric, Axel Linke, Michael Kaliske
Assessment of LV structural remodelling by the application of the finite element method to 3D echocardiography data. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 12 (1) (2024)
Baris Cansiz, Michael Kaliske
A comparative study of fully implicit staggered and monolithic solution methods. Part II: Coupled excitation-contraction equations of cardiac electromechanics. J. Comput. Appl. Math. 442 (2024)
Sridhar Chellappa, Baris Cansiz, Lihong Feng, Peter Benner, Michael Kaliske
Fast and Reliable Reduced-Order Models for Cardiac Electrophysiology. CoRR (2023)
Ali Harandi, Ahmad Moeineddin, Michael Kaliske, Stefanie Reese, Shahed Rezaei
Mixed formulation of physics-informed neural networks for thermo-mechanically coupled systems and heterogeneous domains. CoRR (2023)
Baris Cansiz, Michael Kaliske
A comparative study of fully implicit staggered and monolithic solution methods. Part I: Coupled bidomain equations of cardiac electrophysiology. J. Comput. Appl. Math. 407 (2022)
Maria Böttcher, Alexander Fuchs, Ferenc Leichsenring, Wolfgang Graf, Michael Kaliske
ELSA: An efficient, adaptive Ensemble Learning-based Sampling Approach. Adv. Eng. Softw. 154 (2021)
F. Niklas Schietzold, Ferenc Leichsenring, Marco Götz, Wolfgang Graf, Michael Kaliske
Robustness versus Performance - Nested Inherence of Objectives in Optimization with Polymorphic Uncertain Parameters. Adv. Eng. Softw. 156 (2021)
Wolfgang Graf, Marco Gotz, Michael Kaliske
Computing permissible design spaces under consideration of functional responses. Adv. Eng. Softw. 117 (2018)
Aleksandra Serafinska, Wolfgang Graf, Michael Kaliske
Artificial Neural Networks Based Friction Law for Elastomeric Materials Applied in Finite Element Sliding Contact Simulations. Complex. 2018 (2018)
Ferenc Leichsenring, Wolfgang Graf, Michael Kaliske
Spiking response model for uniaxial carbon concrete experimental data. SSCI (2016)
Wolfgang Graf, Marco Gotz, Ferenc Leichsenring, Michael Kaliske
Computational Intelligence for Efficient Numerical Design of Structures with Uncertain Parameters. SSCI (2015)
Wolfgang Graf, Steffen Freitag, Jan-Uwe Sickert, Michael Kaliske
Structural Analysis with Fuzzy Data and Neural Network Based Material Description. Comput. Aided Civ. Infrastructure Eng. 27 (9) (2012)
Steffen Freitag, Wolfgang Graf, Michael Kaliske
Recurrent neural networks for fuzzy data. Integr. Comput. Aided Eng. 18 (3) (2011)
Wolfgang Graf, Steffen Freitag, Michael Kaliske, Jan-Uwe Sickert
Recurrent Neural Networks for Uncertain Time-Dependent Structural Behavior. Comput. Aided Civ. Infrastructure Eng. 25 (5) (2010)