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Adv. Model. Simul. Eng. Sci.
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2014
2024
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Publications
volume 11, number 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)
Patrick Guidotti
Dimension independent data sets approximation and applications to classification.
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)
volume 10, number 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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
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)
Hanane Khatouri
,
Tariq Benamara
,
Piotr Breitkopf
,
Jean Demange
Metamodeling techniques for CPU-intensive simulation-based design optimization: a survey.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Fabio Giampaolo
,
Mariapia De Rosa
,
Pian Qi
,
Stefano Izzo
,
Salvatore Cuomo
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Jhouben Cuesta-Ramirez
,
Rodolphe Le Riche
,
Olivier Roustant
,
Guillaume Perrin
,
Cédric Durantin
,
Alain Glière
A comparison of mixed-variables Bayesian optimization approaches.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Muhammad Altaf Khattak
,
Mian Ilyas Ahmad
,
Lihong Feng
,
Peter Benner
Multivariate moment-matching for model order reduction of quadratic-bilinear systems using error bounds.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Harald Willmann
,
Jonas Nitzler
,
Sebastian Brandstaeter
,
Wolfgang A. Wall
Bayesian calibration of coupled computational mechanics models under uncertainty based on interface deformation.
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)
Terrin Stachiw
,
Alexander Crain
,
Joseph Ricciardi
A physics-based neural network for flight dynamics modelling and simulation.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Morgane Chapelier
,
Robin Bouclier
,
Jean-Charles Passieux
Spline-based specimen shape optimization for robust material model calibration.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
Yinghan Wu
,
Kaixuan Shao
,
Francesco Piccialli
,
Gang Mei
Numerical modeling of the propagation process of landslide surge using physics-informed deep learning.
Adv. Model. Simul. Eng. Sci.
9 (1) (2022)
volume 8, number 1, 2021
Jean-François Ganghoffer
,
R. Rahouadj
,
Alexei F. Cheviakov
Symmetry analysis and equivalence transformations for the construction and reduction of constitutive models.
Adv. Model. Simul. Eng. Sci.
8 (1) (2021)
Matthew S. Bonney
,
Richard Evans
,
James Rouse
,
Arthur Jones
,
Pierre Kerfriden
,
Maxime Hamadi
Goal oriented error estimation in multi-scale shell element finite element problems.
Adv. Model. Simul. Eng. Sci.
8 (1) (2021)
Philippe Barabinot
,
Ronan Scanff
,
Pierre Ladevèze
,
David Néron
,
Bruno Cauville
Industrial Digital Twins based on the non-linear LATIN-PGD.
Adv. Model. Simul. Eng. Sci.
8 (1) (2021)
Mohamed Abdelsabour Fahmy
A new boundary element algorithm for modeling and simulation of nonlinear thermal stresses in micropolar FGA composites with temperature-dependent properties.
Adv. Model. Simul. Eng. Sci.
8 (1) (2021)
E. S. Shoukralla
,
Nermin Saber
,
Ahmed Y. Sayed
Computational method for solving weakly singular Fredholm integral equations of the second kind using an advanced barycentric Lagrange interpolation formula.
Adv. Model. Simul. Eng. Sci.
8 (1) (2021)
Martin Servin
,
Tomas Berglund
,
Samuel Nystedt
A multiscale model of terrain dynamics for real-time earthmoving simulation.
Adv. Model. Simul. Eng. Sci.
8 (1) (2021)