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Adv. Model. Simul. Eng. Sci.
2014
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2024
2014
2024
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Publications
volume 11, number 1, 2024
Davide Roznowicz
,
Giovanni Stabile
,
Nicola Demo
,
Davide Fransos
,
Gianluigi Rozza
Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Patrick Guidotti
Dimension independent data sets approximation and applications to classification.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Paul Steinmann
,
Ina Schmidt
,
Peter Pivonka
,
Areti Papastavrou
A computational two-scale approach to cancellous bone remodelling.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Jagabandhu Paul
,
Ambuj Pandey
,
B. V. Rathish Kumar
,
Akash Anand
Fast rapidly convergent penetrable scattering computations.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
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.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Chady Ghnatios
,
Daniele Di Lorenzo
,
Victor Champaney
,
Amine Ammar
,
Elías Cueto
,
Francisco Chinesta
Optimal trajectory planning combining model-based and data-driven hybrid approaches.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Clément Vella
,
Pierre Gosselet
,
Serge Prudhomme
An efficient PGD solver for structural dynamics applications.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Thomas Schneider
,
Alexandre Beiderwellen Bedrikow
,
Karsten Stahl
Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
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.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
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.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Tarik Sahin
,
Max von Danwitz
,
Alexander Popp
Solving forward and inverse problems of contact mechanics using physics-informed neural networks.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Eki Agouzal
,
Tommaso Taddei
Accelerated construction of projection-based reduced-order models via incremental approaches.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
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.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Salma Jahan
,
Rehena Nasrin
Role of physical structure on performance index of crossflow microchannel heat exchanger with regression analysis.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Tomas Vaitkunas
,
Paulius Griskevicius
,
Gintautas Dundulis
,
Stephan Courtin
Peridynamic numerical investigation of asymmetric strain-controlled fatigue behaviour using the kinetic theory of fracture.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
Lihong Feng
,
Sridhar Chellappa
,
Peter Benner
A posteriori error estimation for model order reduction of parametric systems.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
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.
Adv. Model. Simul. Eng. Sci.
11 (1) (2024)
volume 10, number 1, 2023
Ziyi Yin
,
Rafael Orozco
,
Mathias Louboutin
,
Felix J. Herrmann
Solving multiphysics-based inverse problems with learned surrogates and constraints.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Lingga Aksara Putra
,
Bernhard Huber
,
Matthias Gaderer
Real-world application of a discrete feedback control system for flexible biogas production.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Pratyush Bhatt
,
Yash Kumar
,
Azzeddine Soulaïmani
Deep convolutional architectures for extrapolative forecasts in time-dependent flow problems.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Rajit Ranjan
,
Matthijs Langelaar
,
Fred van Keulen
,
Can Ayas
Classification and analysis of common simplifications in part-scale thermal modelling of metal additive manufacturing processes.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Naoto Mitsume
Compatible interface wave-structure interaction model for combining mesh-free particle and finite element methods.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Ana C. Ordonez
,
Nicolas Tardieu
,
Carola Kruse
,
Daniel Ruiz
,
Sylvie Granet
Scalable block preconditioners for saturated thermo-hydro-mechanics problems.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Reika Nomura
,
Shinsuke Takase
,
Shuji Moriguchi
,
Kenjiro Terada
On the flow conditions requiring detailed geometric modeling for multiscale evaluation of coastal forests.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Azzedine Abdedou
,
Azzeddine Soulaïmani
Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencoders.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Nicola Demo
,
Marco Tezzele
,
Gianluigi Rozza
A DeepONet multi-fidelity approach for residual learning in reduced order modeling.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Rishith Ellath Meethal
,
Anoop Kodakkal
,
Mohamed Khalil
,
Aditya Ghantasala
,
Birgit Obst
,
Kai-Uwe Bletzinger
,
Roland Wüchner
Finite element method-enhanced neural network for forward and inverse problems.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Abel Sancarlos
,
Victor Champaney
,
Elías Cueto
,
Francisco Chinesta
Regularized regressions for parametric models based on separated representations.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Yi Zhang
,
Lars Mikelsons
Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VAE for model calibration.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Saddam Hijazi
,
Melina Freitag
,
Niels Landwehr
POD-Galerkin reduced order models and physics-informed neural networks for solving inverse problems for the Navier-Stokes equations.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Farouk Maaboudallah
,
Noureddine Atalla
A "data-driven uncertainty" computational method to model and predict instabilities of a frictional system.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Kumpei Tsuji
,
Mitsuteru Asai
,
Kiyonobu Kasama
Seepage failure prediction of breakwater using an unresolved ISPH-DEM coupling method enriched with Terzaghi's critical hydraulic gradient.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Hannes Fröck
,
Matthias Graser
,
Michael Reich
,
Michael Lechner
,
Marion Merklein
,
Olaf Kessler
Numerical modelling of the process chain for aluminium Tailored Heat-Treated Profiles.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
Mao Kurumatani
,
Takumi Kato
,
Hiromu Sasaki
Damage model for simulating cohesive fracture behavior of multi-phase composite materials.
Adv. Model. Simul. Eng. Sci.
10 (1) (2023)
volume 9, number 1, 2022
Jonghyuk Baek
,
Ryan T. Schlinkman
,
Frank N. Beckwith
,
Jiun-Shyan Chen
A deformation-dependent coupled Lagrangian/semi-Lagrangian meshfree hydromechanical formulation for landslide modeling.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Jan Oldenburg
,
Finja Borowski
,
Alper Öner
,
Klaus-Peter Schmitz
,
Michael Stiehm
Geometry aware physics informed neural network surrogate for solving Navier-Stokes equation (GAPINN).
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Mohammad Javad Kazemzadeh-Parsi
,
Amine Ammar
,
Francisco Chinesta
Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Harald Willmann
,
Wolfgang A. Wall
Inverse analysis of material parameters in coupled multi-physics biofilm models.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Nora Hagmeyer
,
Matthias Mayr
,
Ivo Steinbrecher
,
Alexander Popp
One-way coupled fluid-beam interaction: capturing the effect of embedded slender bodies on global fluid flow and vice versa.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Miguel Masó
,
Alessandro Franci
,
Ignasi de-Pouplana
,
Alejandro Cornejo
,
Eugenio Oñate
A Lagrangian-Eulerian procedure for the coupled solution of the Navier-Stokes and shallow water equations for landslide-generated waves.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Veronika Singer
,
Klaus B. Sautter
,
Antonia Larese
,
Roland Wüchner
,
Kai-Uwe Bletzinger
A partitioned material point method and discrete element method coupling scheme.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Sergio R. Idelsohn
,
Juan M. Giménez
,
Norberto M. Nigro
The Pseudo-Direct Numerical Simulation Method considered as a Reduced Order Model.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Francisco Chinesta
,
Elías Cueto
Empowering engineering with data, machine learning and artificial intelligence: a short introductive review.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Brubeck L. Freeman
A multi-point constraint unfitted finite element method.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Nissrine Akkari
,
Fabien Casenave
,
David Ryckelynck
,
Christian Rey
An updated Gappy-POD to capture non-parameterized geometrical variation in fluid dynamics problems.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Sebastián Cedillo
,
Ana-Gabriela Núñez
,
Esteban Sánchez-Cordero
,
Luis Timbe
,
Esteban Samaniego
,
Andrés Alvarado Martínez
Physics-Informed Neural Network water surface predictability for 1D steady-state open channel cases with different flow types and complex bed profile shapes.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Christian Burkhardt
,
Paul Steinmann
,
Julia Mergheim
Thermo-mechanical simulations of powder bed fusion processes: accuracy and efficiency.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
E. Rajasekhar Nicodemus
A methodology to assess and improve the physics consistency of an artificial neural network regression model for engineering applications.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Manyu Xiao
,
Jun Ma
,
Dongcheng Lu
,
Balaji Raghavan
,
Weihong Zhang
Stress-constrained topology optimization using approximate reanalysis with on-the-fly reduced order modeling.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Valerie A. Martin
,
Reuben H. Kraft
,
Thomas H. Hannah
,
Stephen Ellis
An energy-based study of the embedded element method for explicit dynamics.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)