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ORCIDAdvanced Modeling and Simulation in Engineering Sciences, Volume 11
Volume 11, Number 1, December 2024
- Patrick Guidotti
:
Dimension independent data sets approximation and applications to classification. 1 - Jagabandhu Paul, Ambuj Pandey, B. V. Rathish Kumar, Akash Anand:
Fast rapidly convergent penetrable scattering computations. 2 - Chady Ghnatios, Sebastian Rodriguez, Jerome Tomezyk, Yves Dupuis, Joel Mouterde, Joaquim Da Silva, Francisco Chinesta:
A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings. 3 - Omer Mughieda, Lijie Guo, Yunchao Tang, Nader M. Okasha, Sayed Javid Azimi, Abdoullah Namdar, Falak Azhar:
The displacement mechanism of the cracked rock - a seismic design and prediction study using XFEM and ANNs. 4 - Lihong Feng, Sridhar Chellappa, Peter Benner:
A posteriori error estimation for model order reduction of parametric systems. 5 - Davide Roznowicz, Giovanni Stabile, Nicola Demo, Davide Fransos, Gianluigi Rozza:
Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics. 6 - Maximilian J. Grill, Wolfgang A. Wall, Christoph Meier:
Asymptotically consistent and computationally efficient modeling of short-ranged molecular interactions between curved slender fibers undergoing large 3D deformations. 7 - Eki Agouzal, Tommaso Taddei:
Accelerated construction of projection-based reduced-order models via incremental approaches. 8 - Hendrik Fischer, Julian Roth, Ludovic Chamoin, Amelie Fau, Mary F. Wheeler, Thomas Wick:
Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity. 9 - Chady Ghnatios, Daniele Di Lorenzo, Victor Champaney, Amine Ammar, Elías Cueto, Francisco Chinesta:
Optimal trajectory planning combining model-based and data-driven hybrid approaches. 10 - Tarik Sahin, Max von Danwitz, Alexander Popp:
Solving forward and inverse problems of contact mechanics using physics-informed neural networks. 11 - Tomas Vaitkunas, Paulius Griskevicius, Gintautas Dundulis, Stephan Courtin:
Peridynamic numerical investigation of asymmetric strain-controlled fatigue behaviour using the kinetic theory of fracture. 12 - Paul Steinmann, Ina Schmidt, Peter Pivonka, Areti Papastavrou:
A computational two-scale approach to cancellous bone remodelling. 13 - Thomas Schneider, Alexandre Beiderwellen Bedrikow, Karsten Stahl:
Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation. 14 - Clément Vella, Pierre Gosselet, Serge Prudhomme:
An efficient PGD solver for structural dynamics applications. 15 - Nils Much, Magdalena Schreter-Fleischhacker, Peter Munch, Martin Kronbichler, Wolfgang A. Wall, Christoph Meier:
Improved accuracy of continuum surface flux models for metal additive manufacturing melt pool simulations. 16 - Salma Jahan, Rehena Nasrin:
Role of physical structure on performance index of crossflow microchannel heat exchanger with regression analysis. 17 - Ginevra Covoni, Francesco Montomoli, Vito L. Tagarielli, Valentina Bisio, Stefano Rossin, Marco Ruggiero:
Application of graph neural networks to predict explosion-induced transient flow. 18 - Magdalena Schreter-Fleischhacker, Peter Munch, Nils Much, Martin Kronbichler, Wolfgang A. Wall, Christoph Anton Meier:
A consistent diffuse-interface model for two-phase flow problems with rapid evaporation. 19 - Yankun Hong, Harshit Bansal, Karen Veroy:
Physics-informed two-tier neural network for non-linear model order reduction. 20 - Julian Lißner, Felix Fritzen:
Microstructure homogenization: human vs machine. 21 - Ahsan Ali Siddiqui, Etienne Jessen, Stein K. F. Stoter, David Néron, Dominik Schillinger:
Reduced order modeling of blood perfusion in parametric multipatch liver lobules. 22 - Pierre Ladevèze, Ludovic Chamoin:
Data-driven material modeling based on the Constitutive Relation Error. 23 - Ruben Schmeitz, Joris J. C. Remmers, Olga Mula, Olaf van der Sluis:
Towards a real-time simulation of elastoplastic deformation using multi-task neural networks. 24 - Zakaria Chafia, Julien Yvonnet, Jérémy Bleyer, Stéphane Vincent, Simon El Ouafa:
Massively parallel phase field fracture simulations on supercomputers: towards multi-billion degree-of-freedom computations. 25 - Maan Habib, Ahed Habib, Bashar Alibrahim:
Prediction and parametric assessment of soil one-dimensional vertical free swelling potential using ensemble machine learning models. 26
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