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C
Christian Soize
universite paris-est-creteil-val-de-marne
51
H-index
933
Paper Count
1.1W
Citation Count
0
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Published Papers
117
Publication Date
Publication Date
Impact Factor
Citations
Physics-informed random neural architectures on compact boundaryless multiply connected manifolds for random-operator models in machine learning and uncertainty quantification
Computer Methods in Applied Mechanics and Engineering
IF
7.3
2026-09-21
0
OA
AI
Christian Soize
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A Cauchy-Piola framework for micro-based micromorphic continua. Part II: a geometric theory of elastoplasticity
Zeitschrift fur Angewandte Mathematik und Physik
IF
1.6
2026-05-01
0
PRE
AI
La Valle, Gabriele; Soize, Christian
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A CAUCHY-PIOLA FRAMEWORK FOR MICRO-BASED MICROMORPHIC CONTINUA
Mathematics and Mechanics of Complex Systems
IF
1.1
2026-01-01
0
PRE
AI
La Valle, Gabriele; Soize, Christian; Steigmann, David J.
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Transient anisotropic kernel for probabilistic learning on manifolds
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-12-01
0
OA
AI
Soize, Christian; Ghanem, Roger
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Concurrent multiscale simulations of nonlinear random materials using probabilistic learning
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-03-01
3
OA
AI
Chen, Peiyi; Guilleminot, Johann; Soize, Christian
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Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-01-01
7
OA
AI
Soize, Christian; Ghanem, Roger
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Polynomial-chaos-based conditional statistics for probabilistic learning with heterogeneous data applied to atomic collisions of Helium on graphite substrate
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2024-01-01
3
OA
AI
Soize, Christian; To, Quy-Dong
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Updating an uncertain and expensive computational model in structural dynamics based on one single target FRF using a probabilistic learning tool
COMPUTATIONAL MECHANICS
IF
3.8
2023-03-20
7
PRE
AI
Ezvan, O.; Soize, C.; Desceliers, C.; Ghanem, R.
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AI in computational mechanics and engineering sciences
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2023-03-01
1
PRE
AI
Gandomi, Amir H.; Soize, Christian; Stewart, James R.
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Probabilistic learning inference of boundary value problem with uncertainties based on Kullback-Leibler divergence under implicit constraints
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2022-05-01
8
OA
AI
Soize, Christian
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Optimisation of train speed to limit energy consumption
VEHICLE SYSTEM DYNAMICS
IF
3.9
2021-08-19
6
OA
AI
Nespoulous, Julien; Soize, Christian; Funfschilling, Christine; Perrin, Guillaume
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Computational stochastic homogenization of heterogeneous media from an elasticity random field having an uncertain spectral measure
COMPUTATIONAL MECHANICS
IF
3.8
2021-08-18
4
OA
AI
Soize, Christian
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Probabilistic learning on manifolds constrained by nonlinear partial differential equations for small datasets
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2021-07-01
20
OA
AI
Soize, C.; Ghanem, R.
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A stochastic model of voice generation and the corresponding solution for the inverse problem using Artificial Neural Network for case with pathology in the vocal folds
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF
4.9
2021-07-01
4
OA
AI
Cataldo, E.; Soize, C.
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Uncertainty quantification for dynamics of geometrically nonlinear structures coupled with internal acoustic fluids in presence of sloshing and capillarity
JOURNAL OF FLUIDS AND STRUCTURES
IF
3.5
2020-04-01
6
OA
AI
Akkaoui, Q.; Capiez-Lernout, E.; Soize, C.; Ohayon, R.
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Structural uncertainty modeling for nonlinear geometric response using nonintrusive reduced order models
PROBABILISTIC ENGINEERING MECHANICS
IF
3.5
2020-04-01
13
OA
AI
Wang, X. Q.; Mignolet, Marc P.; Soize, Christian
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Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds
JOURNAL OF COMPUTATIONAL PHYSICS
IF
3.8
2019-12-01
28
OA
AI
Ghanem, R. G.; Soize, C.; Safta, C.; Huan, X.; Lacaze, G.; Oefelein, J. C.; Najm, H. N.
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Robust dynamic analysis of detuned-mistuned rotating bladed disks with geometric nonlinearities
COMPUTATIONAL MECHANICS
IF
3.8
2019-11-12
17
OA
AI
Picou, A.; Capiez-Lernout, E.; Soize, C.; Mbaye, M.
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Statistical inverse identification for nonlinear train dynamics using a surrogate model in a Bayesian framework
JOURNAL OF SOUND AND VIBRATION
IF
4.9
2019-10-01
5
OA
AI
Lebel, D.; Soize, C.; Funfschilling, C.; Perrin, G.
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Modeling uncertainties in molecular dynamics simulations using a stochastic reduced-order basis
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2019-09-01
18
OA
AI
Wang, Haoran; Guilleminot, Johann; Soize, Christian
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Research Directions
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Co-authors
Cooperation Journals
A
Amir H. Gandomi
H-index: 107 · Papers: 847
J
James L. Beck
H-index: 69 · Papers: 417
R
Roger Ghanem
H-index: 64 · Papers: 414
H
Habib N. Najm
H-index: 45 · Papers: 469
D
David J. Steigmann
H-index: 44 · Papers: 288
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