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AMMAR AMINE
Professeur des universités
Professeur des Universités
DIPPE - Durabilité, Ingénierie des Procédés et Physique des Ecoulements
Amine Ammar is a full Professor on Computational Mechanics at Arts & Métiers (French high school of engineering) - LAMPA. He has obtained his PhD Thesis in 2001 at Paris VI university - ENS Cachan, the title is “Polymer flow induced crystallization, Application to injection molding". In the year 2006 he has obtained his French degree to supervise research (HdR); specialty: mechanics. It was about " the solution of kinetic theory models related to complex fluids". On 2009 he has obtained the Scientific prize of the European Association of Material Forming awarded in the 12th Esaform conference and the French Jean Mandel prize awarded in the 19th CFM conference. His research has been made on different topics: model reduction of PDE resolution, proper generalized decomposition, kinetic theory of polymers and suspensions, short reinforced fiber composite processing. He is author of 130 scientific works published in international journals. He has supervised more than 20 PhD.
Coupled crystal plasticity-cohesive zone modeling of rock salt viscoplasticity.
Finite Elements in Analysis and Design
2025
;
252
(1)
Physics-regularized data augmentation for effects on local mechanical properties of an epoxy resin ageing under thermo-oxidative environment.
Computational Materials Science
2025
;
259
:
114166.
Efficient identification of a flow-induced crystallization model for injection molding simulation.
International Journal of Advanced Manufacturing Technology
2024
;
133
(11-12)
:
5243-5270.
Optimal trajectory planning combining model-based and data-driven hybrid approaches.
Advanced Modeling and Simulation in Engineering Sciences
2024
;
11
(1)
:
1-19.
https://link.springer.com/article/10.1186/s40323-024-00266-2/fulltext.html
Predicting high-fidelity data from coarse-mesh computational fluid dynamics corrected using hybrid twins based on optimal transport.
Mechanics & Industry
2024
;
25
:
31.
Viscosity of graphene in lubricating oil, ethylene glycol and glycerol.
Journal of Thermal Analysis and Calorimetry
2023
;
148
(21)
:
11455-11465.
Parametric Analysis of Thick FGM Plates Based on 3D Thermo-Elasticity Theory: A Proper Generalized Decomposition Approach.
Materials
2023
;
16
(4)
:
1-23.
Describing and Modeling Rough Composites Surfaces by Using Topological Data Analysis and Fractional Brownian Motion.
Polymers
2023
;
15
(6)
:
1449.
Contribution of muscle MRI for diagnosis of myopathy.
Revue Neurologique
2023
;
179
(1-2)
:
61-80.
Towards an accurate pressure estimation in injection molding simulation using surrogate modeling.
International Journal of Material Forming
2022
;
15
(6)
:
2-19.
Hybrid twins based on optimal transport.
Computers & Mathematics with Applications
2022
;
127
:
12-24.
Statistical Fluid Dynamics.
2022
;
174 p..
Modelling and Optimization of Machining of Ti-6Al-4V Titanium Alloy Using Machine Learning and Design of Experiments Methods.
Journal of Manufacturing and Materials Processing
2022
;
6
(3)
:
58.
Parametric Curves Metamodelling Based on Data Clustering, Data Alignment, POD-Based Modes Extraction and PGD-Based Nonlinear Regressions.
Frontiers in Materials
2022
;
9
:
904707.
Introduction for the Special Issue: Statistical Fluid Dynamics.
Entropy
2022
;
24
(6)
:
782.
Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries.
Advanced Modeling and Simulation in Engineering Sciences
2022
;
9
:
2.
Data-Driven Modelling of Polyethylene Recycling under High-Temperature Extrusion.
Polymers
2022
;
14
(4)
:
800.
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework.
Advanced Modeling and Simulation in Engineering Sciences
2021
;
8
(1)
:
267-293.
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework.
Advanced Modeling and Simulation in Engineering Sciences
2021
;
8
(26)
:
1-22.
Effect of arteriolar distensibility on the lateral migration of liquid-filled microparticles flowing in a human arteriole.
Journal of Mechanics in Medicine and Biology
2021
;
21
(8)
Enhanced parametric shape descriptions in PGD-based space separated representations.
Advanced Modeling and Simulation in Engineering Sciences
2021
;
8
(1)
Effect of Shear Flow on Nanoparticles Migration near Liquid Interfaces.
Entropy
2021
;
23
(9)
:
1143.
Viscosity and Rheological Properties of Graphene Nanopowders Nanofluids.
Entropy
2021
;
23
(8)
:
979.
Modelling of shrinkage formation in casting by the phase field method.
International Journal of Material Forming
2021
;
14
(5)
:
885-899.
Surrogate parametric metamodel based on Optimal Transport.
Mathematics and Computers in Simulation
2021
;
194
:
36-63.
Data-driven model based on the simulation of cracking process in brittle material using the phase-field method in application.
Comptes Rendus. Mécanique
2020
;
348
(8-9)
:
729-744.
Magnetic resonance imaging of COVID-19 anosmic patients reveals abnormalities of the olfactory bulb: Preliminary prospective study.
Journal of Infection
2020
;
81
(5)
:
816-846.
Reduced modelling computation of layered soil's harmonic green functions.
Finite Elements in Analysis and Design
2020
;
177
:
103419.
A phase‐field model for brittle fracture of anisotropic materials.
International Journal for Numerical Methods in Engineering
2020
;
121
(15)
:
3362-3381.
On the data-driven modeling of reactive extrusion.
Fluids
2020
;
5
(2)
:
94.
On the effective conductivity and the apparent viscosity of a thin rough polymer interface using PGD‐based separated representations.
International Journal for Numerical Methods in Engineering
2020
;
121
:
5256-5274.
Incremental dynamic mode decomposition: A reduced-model learner operating at the low-data limit.
Comptes Rendus. Mécanique
2019
;
347
(11)
:
780-792.
Multiscale proper generalized decomposition based on the partition of unity.
International Journal for Numerical Methods in Engineering
2019
;
120
(6)
:
727-747.
Advanced separated spatial representations for hardly separable domains.
Computer Methods in Applied Mechanics and Engineering
2019
;
Volume 354,
:
Pages 802-819.
Direct numerical simulation of flexible molecules and data-driven molecular conformation.
Comptes Rendus. Mécanique
2019
;
347
(11)
:
743-753.
Some applications of compressed sensing in computational mechanics: model order reduction, manifold learning, data-driven applications and nonlinear dimensionality reduction.
Computational Mechanics
2019
;
64
(5)
:
1259-1271.
Rayleigh-Bénard convection of Casson fluids.
International Journal of Thermal Sciences
2018
;
127
:
79-90.
Proper Generalized Decomposition (PGD) for the numerical simulation of polycrystalline aggregates under cyclic loading.
Comptes Rendus. Mécanique
2018
;
20.
On the multi-scale description of micro-structured fluids composed of aggregating rods.
Continuum Mechanics and Thermodynamics
2018
.
A multiscale separated representation to compute the mechanical behavior of composites with periodic microstructure.
Mathematics and Computers in Simulation
2018
;
144
:
162-181.
Data-driven upscaling of orientation kinematics in suspensions of rigid fibres.
Computer Modeling in Engineering and Sciences
2018
;
117
(3)
:
367-386.
A Multidimensional Data-Driven Sparse Identification Technique: The Sparse Proper Generalized Decomposition.
Complexity
2018
;
2018
:
1-11.
Orthogonal micro-cutting modeling of the Ti17 titanium alloy using the crystal plasticity theory.
Finite Elements in Analysis and Design
2017
;
137
:
43-55.
High-resolution elastic analysis of thin-ply composite laminates.
Composite Structures
2017
;
12.
Aspect ratio effects in Rayleigh-Bénard convection of Herschel-Bulkley fluids.
Engineering Computations
2017
;
19.
Development of a numerical model for the understanding of the chip formation in high-pressure water-jet assisted machining.
Finite Elements in Analysis and Design
2016
;
108
:
1-8.
Flow modelling of quasi-Newtonian fluids in two-scale fibrous fabrics: Advanced simulations.
International Journal of Material Forming
2016
;
1-10.
Effect of the inverse Langevin approximation on the solution of the Fokker-Planck equation of non-linear dilute polymer.
Journal of Non-Newtonian Fluid Mechanics
2016
;
(231)
:
1-5.
Thermo-mechanical characterization of the Ti17 titanium alloy under extreme loading conditions.
International Journal of Advanced Manufacturing Technology
2016
;
1-11.
Chemical Master Equation Empirical Moment Closure.
Biological Systems: Open Access
2016
;
5
(1)
:
1-12.
Numerical and Experimental Investigations on Deep Drawing of G1151 Carbon Fiber Woven Composites.
Applied Composite Materials
2016
;
23
(3)
:
461-476.
Thermal Conductivity of Suspension of Aggregating Nanometric Rods.
Entropy
2016
;
19
:
1-15.
Efficient Stabilization of Advection Terms Involved in Separated Representations of Boltzmann and Fokker-Planck Equations.
Communications in Computational Physics
2015
;
17
(4)
:
975-1006.
Kinetic Theory Modeling and Efficient Numerical Simulation of Gene Regulatory Networks Based on Qualitative Descriptions.
Entropy
2015
;
17
(4)
:
1896-1915.
On the multi‑scale description of electrical conducting suspensions involving perfectly dispersed rods.
Advanced Modeling and Simulation in Engineering Sciences
2015
;
2
(23)
:
1-24.
Simulations of two-dimensional steady isothermal and non-isothermal steady flows with slip for a viscoelastic memory-integral fluid.
Engineering Computations
2015
;
32
(8)
:
2318-2342.
Parametric solution of the Rayleigh-Benard convection model by using the PGD Application to nanofluids.
International Journal of Numerical Methods for Heat and Fluid Flow
2015
;
25
(6)
:
1252-1281.
Tool wear analysis and improvement of cutting conditions using the high-pressure water-jet assistance when machining the Ti17 titanium alloy.
Precision Engineering
2015
;
42
:
294-301.
The proper generalized decomposition for the simulation of delamination using cohesive zone model.
International Journal for Numerical Methods in Engineering
2014
;
99
(13)
:
1000-1022.
Ideal minimal residual-based proper generalized decomposition for non-symmetric multi-field models - Application to transient elastodynamics in space-time domain.
Computer Methods in Applied Mechanics and Engineering
2014
;
273
:
56-76.
Parametric solutions involving geometry: A step towards efficient shape optimization.
Computer Methods in Applied Mechanics and Engineering
2014
;
268
:
178-193.
A mesoscopic rheological model of moderately concentrated colloids.
Journal of Non-Newtonian Fluid Mechanics
2014
;
212
:
1-12.
Real-time in silico experiments on gene regulatory networks and surgery simulation on handheld devices.
Journal of Computational Surgery
2014
;
1
(1)
:
1-14.
Direct numerical simulation of complex viscoelastic flows via fast lattice-Boltzmann solution of the Fokker-Planck equation.
Journal of Non-Newtonian Fluid Mechanics
2013
;
201
:
29-38.
Kinetic Theory Microstructure Modeling in Concentrated Suspensions.
Entropy
2013
;
15
(7)
:
2805-2832.
Experimental Study of tool Wear Mechanisms in Conventional and High Pressure Coolant Assisted Machining of Titanium Alloy Ti17.
Key Engineering Materials
2013
;
554-557
:
1961-1966.
Kinetic theory of colloidal suspensions: morphology, rheology, and migration.
Rheologica Acta
2013
;
52
(6)
:
557-577.
Proper Generalized Decomposition method for incompressible Navier-Stokes equations with a spectral discretization.
Applied Mathematics and Computation
2013
;
219
(15)
:
8145-8162.
Space-time proper generalized decompositions for the resolution of transient elastodynamic models.
Computer Methods in Applied Mechanics and Engineering
2013
;
255
:
67-88.
On the solution of the heat equation in very thin tapes.
International Journal of Thermal Sciences
2013
;
65
:
148-157.
Linking Discrete and Stochastic Models: The Chemical Master Equation as a Bridge between Process Hitting and Proper Generalized Decomposition.
Computational Methods in Systems Biology
2013
;
8130
:
50-63.
One and Two-Fiber Orientation Kinetic Theories of Fiber Suspensions.
Journal of Non-Newtonian Fluid Mechanics
2013
;
200
:
17-33.
Non Incremental Transient Solution of the Rayleigh-Bénard Convection Model Using the PGD.
Journal of Non-Newtonian Fluid Mechanics
2013
;
200
:
65-78.
Simulation of Heat and Mass Transport in a Square Lid-Driven Cavity with Proper Generalized Decomposition (PGD).
Numerical Heat Transfer, Part B Fundamentals
2013
;
63
(1)
:
18-43.
Reduction of the chemical master equation for gene regulatory networks using proper generalized decompositions.
International Journal for Numerical Methods in Biomedical Engineering
2012
;
28
(9)
:
960-973.
Nonincremental proper generalized decomposition solution of parametric uncoupled models defined in evolving domains.
International Journal for Numerical Methods in Engineering
2012
;
93
(8)
:
887-904.
Deterministic solution of the kinetic theory model of colloidal suspensions of structureless particles.
Rheologica Acta
2012
;
51
(6)
:
527-543.
Proper Generalized Decomposition method for incompressible flows in stream-vorticity formulation.
Revue Européenne de Mécanique Numérique/European Journal of Computational Mechanics
2012
;
19
(5-7)
:
591-617.
Simulating microstructure evolution during passive mixing.
International Journal of Material Forming
2012
;
5
(1)
:
73-81.
On the solution of the multidimensional Langer's equation using the proper generalized decomposition method for modeling phase transitions.
Modelling and Simulation in Materials Science and Engineering
2012
;
20
(1)
An overview of the proper generalized decomposition with applications in computational rheology.
Journal of Non-Newtonian Fluid Mechanics
2011
;
166
(11)
:
578-592.
Proper general decomposition (PGD) for the resolution of Navier-Stokes equations.
Journal of Computational Physics
2011
;
230
(4)
:
1387-1407.
From PGD to iPGD.
2011
.
Proper Generalized Decomposition of Time-Multiscale Models.
International Journal for Numerical Methods in Engineering
2011
;
90
(5)
:
569-596.
Coupling finite elements and proper generalized decompositions.
International Journal for Multiscale Computational Engineering
2011
;
9
:
17 - 33.
Extra stress tensor in fiber suspensions: Mechanics and thermodynamics.
Journal of Rheology
2011
;
55
:
17-42.
On the deterministic solution of multidimensional parametric models using the Proper Generalized Decomposition.
Mathematics and Computers in Simulation
2010
;
81
(4)
:
791-810.
An Error Estimator for Separated Representations of Highly Multidimensional Models.
Computer Methods in Applied Mechanics and Engineering
2010
;
199
(25-28)
:
1872-1880.
An Efficient Reduced Simulation of Residual Stresses in Composites Forming Processes.
International Journal of Material Forming
2010
;
3
(Suppl 2)
:
1339-1350.
Recent Advances in the Use of Separated Representations.
International Journal for Numerical Methods in Engineering
2010
;
81
(5)
:
637-659.
On the Use of Proper Generalized Decompositions for Solving the Multidimensional Chemical Master Equation.
Revue Européenne de Mécanique Numérique/European Journal of Computational Mechanics
2010
;
19
:
53-64.
A Fully Deterministic Micro-Macro Simulation of Complex Flows Involving Reversible Network Fluid Models.
Mathematics and Computers in Simulation
2010
;
80
(9)
:
1936-1961.
Mesoscopic Tube Model of Fluids Composed of Wormlike Micelles.
Rheologica Acta
2010
;
49
(5)
:
495-506.
Proper Generalized Decomposition of Multiscale Models.
International Journal for Numerical Methods in Engineering
2010
;
83
(8-9)
:
1114-1132.
Recent Advances and New Challenges in the Use of the Proper Generalized Decomposition for Solving Multidimensional Models.
Archives of Computational Methods in Engineering
2010
;
17
(4)
:
327-350.
Solving Parametric Complex Fluids Models in Rheometric Flows.
Journal of Non-Newtonian Fluid Mechanics
2010
;
165
(23-24)
:
1588-1601.
Non-Incremental Strategies Based on Separated Representations : Applications in Computational Rheology.
Communications in Mathematical Sciences
2010
;
8
(3)
:
671-695.
On the Convergence of a Greedy Rank-One Update Algorithm for a Class of Linear Systems.
Archives of Computational Methods in Engineering
2010
;
17
(4)
:
473-486.
Routes for Efficient Computational Homogenization of Nonlinear Materials Using the Proper Generalized Decompositions.
Archives of Computational Methods in Engineering
2010
;
17
(4)
:
373–391.
Non-incremental strategies for simulating thermomechanical models with uncertainty.
International Journal of Material Forming
2009
;
2
(S1)
:
563-566.
Recirculating Flows Involving Short Fiber Suspensions: Numerical Difficulties and Efficient Advanced Micro-Macro Solvers.
Archives of Computational Methods in Engineering
2009
;
16
(1)
:
1-30.
Coupling Finite Elements and Reduced Approximation Bases.
Revue Européenne de Mécanique Numérique/European Journal of Computational Mechanics
2009
;
18
(5-6)
:
445-463.
Non-Conventional Numerical Strategies in the Advanced Simulation of Materials and Processes.
International Journal of Modern Manufacturing Technologies
2009
;
1
:
49-56.
http://www.ijmmt.ro/international-journal-ijmmt.php?volume=vol1no12009
Rheological modeling of carbon nanotube aggregate suspensions.
Journal of Rheology
2009
;
52
(6)
:
1311-1330.
Reduced Numerical Modeling of Flows Involving Liquid-Crystalline Polymeres.
Journal of Non-Newtonian Fluid Mechanics
2009
;
160
(2 3)
:
140-156.
Consistent closure schemes for statistical models of anisotropic fluids.
Journal of Non-Newtonian Fluid Mechanics
2008
;
149
(1-3)
:
40 - 55.
Simulation numérique d'écoulements axisymétriques non-isothermes de polymères.
Rhéologie
2008
;
13
:
22-30.
The Nanometric and Micrometric Scales of the Structure and Mechanics of Materials Revisited : An Introduction to the Challenge of Fully Deterministic Numerical Descriptions.
International Journal for Multiscale Computational Engineering
2008
;
6
(3)
:
191-213.
Alleviating Mesh Constraints: Model Reduction, Parallel Time Integration and High Resolution Homogenization.
Computer Methods in Applied Mechanics and Engineering
2008
;
197
(5)
:
400-413.
The rheological modelling of carbon nanotube suspensions in steady shear flows.
International Journal of Material Forming
2008
;
1
(2)
:
83-88.
Towards a high-resolution numerical strategy based on separated representations.
International Journal of Material Forming
2008
;
1
:
1099-1102.
Towards a Fokker-Planck Rheometer.
2008
;
1027
(1)
On the frontier of the simulation world. When models involve excessive degrees of freedom.
Revue Européenne de Mécanique Numérique/European Journal of Computational Mechanics
2008
;
17
:
583 - 595.
Some Incipient Techniques For Improving Efficiency in Computational Mechanics.
International Journal of Material Forming
2008
;
1
:
p.1083-1086.
A new family of solvers for some classes of multidimensional partial differential equations encountered in kinetic theory modelling of complex fluids. Part II: Transient simulation using space-time separated representations.
Journal of Non-Newtonian Fluid Mechanics
2007
;
144
(2-3)
:
98-121.
A numerical approach for polymer flow predictions in two-dimensionnal geometries involving crystallization processes.
International Journal of Forming Processes
2007
;
10
(4)
:
447-470.
On the Simulation of Kinetic Theory Models of Complex Fluids Using the Fokker-Planck Approach.
Applied Rheology
2007
;
17/2
(26494)
:
1-14.
Empirical Natural Closure Relation for Short Fiber Suspension Models.
International Journal of Forming Processes
2007
;
10/3
:
361-385.
On the reduction of stochastic kinetic theory models of complex fluids.
Modelling and Simulation in Materials Science and Engineering
2007
;
15
:
639 - 652.
On Model Reduction and its Potential Applications in Chemical Enginneering.
World Journal of Chemical Engineering
2007
;
1
(1)
:
3-12.
A New Family of Solvers for Some Classes of Multidimensional Partial Differential Equations Encountered in Kinetic Theory Modeling of Complex Fluids.
Journal of Non-Newtonian Fluid Mechanics
2006
;
139
(3)
:
153-176.
On the Steady Regime Assumptions in Flows Involving Short Fiber Suspensions.
International Journal of Forming Processes
2006
;
9
(4)
:
431-456.
On the "A Priori" Model Reduction: Overview and Recent Developments.
Archives of Computational Methods in Engineering
2006
;
13
(1)
:
91-128.
Deterministic particle approach of Multi Bead-Spring polymer models.
Revue Européenne de Mécanique Numérique/European Journal of Computational Mechanics
2006
;
15
(5)
:
481-494.
On the Reduction of Kinetic Theory Models Related to Finitely Extensible Dumbbells.
Journal of Non-Newtonian Fluid Mechanics
2006
;
134
(1-3)
:
136-147.
Mise en forme des composites à matrice polymère renforcée avec des fibres courtes : Vingt ans de simulation numérique.
Revue des composites et des matériaux avancés = Journal of Composite and Advanced Materials
2005
;
15
:
323-337.
On the Fiber Orientation in Steady Recirculating Flows Involving Short Fibers Suspensions.
Rheologica Acta
2005
;
44
:
406-417.
α-NEM and model reduction.
Revue Européenne des Éléments Finis
2005
;
14
(6-7)
:
903-923.
Crystallization of polymers under strain: from molecular properties to macroscopic models.
Computer Methods in Applied Mechanics and Engineering
2003
;
192
(28 30)
:
3245-3265.
Simulation des écoulements de polymères branchés avec le modèle pom-pom.
Rhéologie
2002
;
1
:
1-10.
Forming limit curves in blow molding for polymers exhibiting deformation induced crystallization.
International Journal of Forming Processing
2002
;
5
(2-3-4)
:
401-413.
A molecular model for flow induced crystallization of polymers.
Macromolecular Symposia
2002
;
185
(1)
:
243-255.
Cristallisation induite par l'écoulement d'un polymère. Cas d'un polymère viscoélastique décrit par des variables moléculaires.
Mechanics & Industry
2002
;
3
(6)
:
525-535.