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20242026
most citedRank Reduction Autoencoders

2 citations · 4 across the 12 of their papers we have counts for

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6 papers · 1 filter

cs.CE2026

A plausible Parametrization of Modal Basis for Dynamical Systems Analysis

Sebastian Rodriguez, Sergio Torregrosa, Alicia Cordero +3

In the field of solid dynamics, knowing the corresponding modal basis of the system is capital, in order to improve design with respect to a desired dynamical behavior, such as avo…

cs.CE2026

ADIOSS Automatic Diagnostic Of System Simulations

Di Jiang, Sebastian Rodriguez, Herve Colin +2

Automotive engineering makes extensive use of numerical simulation throughout the design process. The development of numerical models, their validation against experimental tests,…

cs.CE2025

Generative Parametric Design (GPD): A framework for real-time geometry generation and on-the-fly multiparametric approximation

Mohammed El Fallaki Idrissi, Jad Mounayer, Sebastian Rodriguez +2

This paper presents a novel paradigm in simulation-based engineering sciences by introducing a new framework called Generative Parametric Design (GPD). The GPD framework enables th…

cs.CE2025★ 1 cited

Machine Learning (ML) based Reduced Order Modeling (ROM) for linear and non-linear solid and structural mechanics

Mikhael Tannous, Chady Ghnatios, Eivind Fonn +2

Multiple model reduction techniques have been proposed to tackle linear and non linear problems. Intrusive model order reduction techniques exhibit high accuracy levels, however, t…

cs.CE2024★ 1 cited

Single Atom Convolutional Matching Pursuit: Theoretical Framework and Application to Lamb Waves based Structural Health Monitoring

Sebastian Rodriguez, Marc Rébillat, Shweta Paunikar +4

Structural Health Monitoring (SHM) aims to monitor in real time the health state of engineering structures. For thin structures, Lamb Waves (LW) are very efficient for SHM purposes…

cs.CE2024

A reduced simulation applied to viscoelastic fatigue of polymers using a time multi-scale approach based on Partition of Unity method

Sebastian Rodriguez, Angelo Pasquale, Jad Mounayer +5

The simulation of viscoelastic time-evolution problems described by a large number of internal variables and with a large spectrum of relaxation times requires high computational r…