Publications

Computational Physics

A new pseudo-spectral solver for 2D tsunami equations subjected to dynamic earthquake ground motion

Thomas Melkior, Harsha S. Bhat, Faisal Amlani

10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2025) - 2025

Numerical Analysis

A fast, high-order, parallel numerical methodology for hyperbolic PDEs: applications to elastodynamics problems in ultrasonic non-destructive testing & seismic wave propagation

Faisal Amlani

10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2025) - 2025

Mechanical engineering

Identification et quantification des mécanismes de dommages mécaniques dans les polymères renforcés de fibres de verre par tomographie à rayons X

Owing to their advantageous properties compared to conventional engineering materials, the use of fiber reinforced polymers (FRP) is in constant increase. Due to their heterogeneous nature, various damage mechanisms initiate on different scales…

Ana Vrgoč Mandić

Engineering Sciences

Neural Triangular Map for Density Estimation and Sampling with Application to Bayesian Inference

Dawen Wu, Ludovic Chamoin, Stéphane Bressan

Journal of Computational Physics - 2025

Engineering Sciences

Local/global non-intrusive coupling strategy for robust design: a first attempt

Léa Karaouni, Ludovic Chamoin, O. Allix, S. Guinard

Advanced Modeling and Simulation in Engineering Sciences - 2025

Engineering Sciences

Non-intrusive local/global coupling with local deep learning-based models for the effective simulation of spotwelded structures under impact

Afsal Pulikkathodi, Ludovic Chamoin, Elisabeth Lacazedieu, Juan Pedro Berro Ramirez, Laurent Rota, Malek Zarroug

International Journal for Numerical Methods in Engineering - 2025

Biomechanics

Time-Frequency Machine Learning Transfer Function for Central Pressure Waveforms

Abstract Background Clinical studies show that pulsatile hemodynamics and pressure waveform analysis are valuable for the diagnosis and prognosis of hypertension and heart failure. While generalized transfer functions (GTF) have shown clinical…

Soha Niroumandi, Heng Wei, Faisal Amlani, M Hossein Gorji, Rashid Alavi, Julio Chirinos, Niema Pahlevan

European Heart Journal Open - 2025

Materials and structures in mechanics

Graph Neural Network-Enhanced Model Order Reduction for Complex Geometries

Victor Matray, Faisal Amlani, Frédéric Feyel, David Néron

10th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2025) - 2025

Mechanics

Simplified model for the transient dynamic analysis of bolted assemblies

Bolted joints are crucial in assembly structures, particularly due to the high stresses and complex non-linear behaviours they experience. These joints are common in mechanical engineering applications, notably in aeronautics, where a single…

Quentin Lançon, Pierre-Alain Guidault, Pierre-Alain Boucard, Nicolas Vallino

COMPDYN 2025 - 2025

Biodiversity and Ecology

Modelling the impact of linear infrastructure on species dispersal in a changing climate: a scalable surrogate approach

As climate change accelerates, many species must shift their ranges to survive. Yet humanmade linear infrastructures-such as roads, railways, and power lines-fragment habitats and create major barriers to movement. Understanding and mitigating these…

Jean-Baptiste Page, Didier Clouteau, Pierre Jehel, Filippo Gatti, Carmen Bessa-Gomes

The International Society for Ecological Modelling Global Conference 2025 - 2025