Works matching IS 22137467 AND DT 2024 AND VI 11 AND IP 1

Results: 26

Prediction and parametric assessment of soil one-dimensional vertical free swelling potential using ensemble machine learning models.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00277-z

By:

Habib, Maan;
Habib, Ahed;
Alibrahim, Bashar

Publication type:

Article

Massively parallel phase field fracture simulations on supercomputers: towards multi-billion degree-of-freedom computations.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00280-4

By:

Chafia, Zakaria;
Yvonnet, Julien;
Bleyer, Jérémy;
Vincent, Stéphane;
El Ouafa, Simon

Publication type:

Article

Towards a real-time simulation of elastoplastic deformation using multi-task neural networks.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00278-y

By:

Schmeitz, R.;
Remmers, J. J. C.;
Mula, O.;
van der Sluis, O.

Publication type:

Article

Data-driven material modeling based on the Constitutive Relation Error.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00279-x

By:

Ladevèze, Pierre;
Chamoin, Ludovic

Publication type:

Article

Reduced order modeling of blood perfusion in parametric multipatch liver lobules.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00274-2

By:

Siddiqui, Ahsan Ali;
Jessen, Etienne;
Stoter, Stein K. F.;
Néron, David;
Schillinger, Dominik

Publication type:

Article

Microstructure homogenization: human vs machine.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00275-1

By:

Julian, Lißner;
Felix, Fritzen

Publication type:

Article

Physics-informed two-tier neural network for non-linear model order reduction.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00273-3

By:

Hong, Yankun;
Bansal, Harshit;
Veroy, Karen

Publication type:

Article

A consistent diffuse-interface model for two-phase flow problems with rapid evaporation.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00276-0

By:

Schreter-Fleischhacker, Magdalena;
Munch, Peter;
Much, Nils;
Kronbichler, Martin;
Wall, Wolfgang A.;
Meier, Christoph

Publication type:

Article

Application of graph neural networks to predict explosion-induced transient flow.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00272-4

By:

Covoni, Ginevra;
Montomoli, Francesco;
Tagarielli, Vito L.;
Bisio, Valentina;
Rossin, Stefano;
Ruggiero, Marco

Publication type:

Article

Role of physical structure on performance index of crossflow microchannel heat exchanger with regression analysis.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00271-5

By:

Jahan, Salma;
Nasrin, Rehena

Publication type:

Article

Improved accuracy of continuum surface flux models for metal additive manufacturing melt pool simulations.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00270-6

By:

Much, Nils;
Schreter-Fleischhacker, Magdalena;
Munch, Peter;
Kronbichler, Martin;
Wall, Wolfgang A.;
Meier, Christoph

Publication type:

Article

An efficient PGD solver for structural dynamics applications.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00269-z

By:

Vella, Clément;
Gosselet, Pierre;
Prudhomme, Serge

Publication type:

Article

Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00268-0

By:

Schneider, Thomas;
Bedrikow, Alexandre Beiderwellen;
Stahl, Karsten

Publication type:

Article

A computational two-scale approach to cancellous bone remodelling.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00267-1

By:

Steinmann, Paul;
Schmidt, Ina;
Pivonka, Peter;
Papastavrou, Areti

Publication type:

Article

Peridynamic numerical investigation of asymmetric strain-controlled fatigue behaviour using the kinetic theory of fracture.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00264-4

By:

Vaitkunas, Tomas;
Griskevicius, Paulius;
Dundulis, Gintautas;
Courtin, Stephan

Publication type:

Article

Solving forward and inverse problems of contact mechanics using physics-informed neural networks.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00265-3

By:

Sahin, Tarik;
von Danwitz, Max;
Popp, Alexander

Publication type:

Article

Optimal trajectory planning combining model-based and data-driven hybrid approaches.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00266-2

By:

Ghnatios, Chady;
Di Lorenzo, Daniele;
Champaney, Victor;
Ammar, Amine;
Cueto, Elias;
Chinesta, Francisco

Publication type:

Article

Accelerated construction of projection-based reduced-order models via incremental approaches.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00263-5

By:

Agouzal, Eki;
Taddei, Tommaso

Publication type:

Article

Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00262-6

By:

Fischer, Hendrik;
Roth, Julian;
Chamoin, Ludovic;
Fau, Amélie;
Wheeler, Mary;
Wick, Thomas

Publication type:

Article

Asymptotically consistent and computationally efficient modeling of short-ranged molecular interactions between curved slender fibers undergoing large 3D deformations.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-023-00257-9

By:

Grill, Maximilian J.;
Wall, Wolfgang A.;
Meier, Christoph

Publication type:

Article

Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00259-1

By:

Roznowicz, Davide;
Stabile, Giovanni;
Demo, Nicola;
Fransos, Davide;
Rozza, Gianluigi

Publication type:

Article

A posteriori error estimation for model order reduction of parametric systems.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00260-8

By:

Feng, Lihong;
Chellappa, Sridhar;
Benner, Peter

Publication type:

Article

The displacement mechanism of the cracked rock – a seismic design and prediction study using XFEM and ANNs.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00261-7

By:

Mughieda, Omer;
Guo, Lijie;
Tang, Yunchao;
Okasha, Nader M.;
Azimi, Sayed Javid;
Namdar, Abdoullah;
Azhar, Falak

Publication type:

Article

A hybrid twin based on machine learning enhanced reduced order model for real-time simulation of magnetic bearings.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-024-00258-2

By:

Ghnatios, Chady;
Rodriguez, Sebastian;
Tomezyk, Jerome;
Dupuis, Yves;
Mouterde, Joel;
Da Silva, Joaquim;
Chinesta, Francisco

Publication type:

Article

Fast rapidly convergent penetrable scattering computations.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-023-00255-x

By:

Paul, Jagabandhu;
Pandey, Ambuj;
Rathish Kumar, B. V.;
Anand, Akash

Publication type:

Article

Dimension independent data sets approximation and applications to classification.

Published in:

Advanced Modeling & Simulation in Engineering Sciences, 2024, v. 11, n. 1, p. 1, doi. 10.1186/s40323-023-00256-w

By:

Guidotti, Patrick

Publication type:

Article