Zhang, H., J. E. Dolbow, and J. Guilleminot. “Representing model uncertainties in brittle fracture simulations (Accepted).” Computer Methods in Applied Mechanics and Engineering 418 (January 5, 2024).


Chu, S., A. Iliopoulos, J. Michopoulos, J. Steuben, J. Thomas, and J. Guilleminot. “Stochastic modeling of spatially-dependent elastoplastic parameters in 316L stainless steel produced by direct energy deposition (Accepted).” Mechanics of Materials 187 (December 1, 2023).

Zhang, H., and J. Guilleminot. “A Riemannian stochastic representation for quantifying model uncertainties in molecular dynamics simulations.” Computer Methods in Applied Mechanics and Engineering 403 (January 1, 2023).


Chen, P., and J. Guilleminot. “Polyconvex neural networks for hyperelastic constitutive models: A rectification approach.” Mechanics Research Communications 125 (October 1, 2022).

Nguyen, C. T., V. Langlois, J. Guilleminot, F. Detrez, A. Duval, M. Bornert, P. Aimedieu, and C. Perrot. “Polydisperse solid foams: Multiscale modeling and simulations of elasto-acoustic properties including thin membrane effects.” International Journal of Solids and Structures 249 (August 1, 2022).

Chen, P., and J. Guilleminot. “Spatially-dependent material uncertainties in anisotropic nonlinear elasticity: Stochastic modeling, identification, and propagation.” Computer Methods in Applied Mechanics and Engineering 394 (May 1, 2022).

Wang, H., J. Guilleminot, B. W. Schafer, and M. Tootkaboni. “Stochastic analysis of geometrically imperfect thin cylindrical shells using topology-aware uncertainty models.” Computer Methods in Applied Mechanics and Engineering 393 (April 1, 2022).

Trinh, Van Hai, Johann Guilleminot, Camille Perrot, and Viet Dung Vu. “Learning acoustic responses from experiments: A multiscale-informed transfer learning approach.” The Journal of the Acoustical Society of America 151, no. 4 (April 2022): 2587.

Zhang, Hao, Luis J. Gomez, and Johann Guilleminot. “Uncertainty quantification of TMS simulations considering MRI segmentation errors.” Journal of Neural Engineering 19, no. 2 (March 2022).

Langlois, V., C. T. Nguyen, F. Detrez, J. Guilleminot, and C. Perrot. “Permeability of polydisperse solid foams.” Physical Review. E 105, no. 1–2 (January 2022): 015101.


Chu, S., J. Guilleminot, C. Kelly, B. Abar, and K. Gall. “Stochastic Modeling and identification of material parameters on structures produced by additive manufacturing.” Computer Methods in Applied Mechanics and Engineering 387 (December 15, 2021).

Hun, D. A., J. Yvonnet, J. Guilleminot, A. Dadda, A. M. Tang, and M. Bornert. “Desiccation cracking of heterogeneous clayey soil: Experiments, modeling and simulations.” Engineering Fracture Mechanics 258 (December 1, 2021).

Trinh, V. H., J. Guilleminot, and C. Perrot. “On the sensitivity of the design of composite sound absorbing structures.” Materials and Design 210 (November 15, 2021).

Zhang, H., J. Guilleminot, and L. J. Gomez. “Stochastic modeling of geometrical uncertainties on complex domains, with application to additive manufacturing and brain interface geometries.” Computer Methods in Applied Mechanics and Engineering 385 (November 1, 2021).

Mihai, L Angela, Haoran Wang, Johann Guilleminot, and Alain Goriely. “Nematic liquid crystalline elastomers are aeolotropic materials.” Proceedings. Mathematical, Physical, and Engineering Sciences 477, no. 2253 (September 2021): 20210259.


Nguyen, C. T., J. Guilleminot, F. Detrez, V. Langlois, M. Bornert, A. Duval, and C. Perrot. “Micro-Macro Acoustic Modeling of Heterogeneous Foams with Nucleation Perturbation.” In SAE Technical Papers, 2020.

Hu, T., J. Guilleminot, and J. E. Dolbow. “A phase-field model of fracture with frictionless contact and random fracture properties: Application to thin-film fracture and soil desiccation.” Computer Methods in Applied Mechanics and Engineering 368 (August 15, 2020).

Guilleminot, J., and J. E. Dolbow. “Data-driven enhancement of fracture paths in random composites.” Mechanics Research Communications 103 (January 1, 2020).

Guilleminot, J. “Modeling non-Gaussian random fields of material properties in multiscale mechanics of materials.” In Uncertainty Quantification in Multiscale Materials Modeling, 385–420, 2020.


Hun, D. A., J. Guilleminot, J. Yvonnet, and M. Bornert. “Stochastic multiscale modeling of crack propagation in random heterogeneous media.” International Journal for Numerical Methods in Engineering 119, no. 13 (September 28, 2019): 1325–44.

Guilleminot, J., A. Asadpoure, and M. Tootkaboni. “Topology optimization under topologically dependent material uncertainties.” Structural and Multidisciplinary Optimization 60, no. 3 (September 15, 2019): 1283–87.

Wang, H., J. Guilleminot, and C. Soize. “Modeling uncertainties in molecular dynamics simulations using a stochastic reduced-order basis.” Computer Methods in Applied Mechanics and Engineering 354 (September 1, 2019): 37–55.

Staber, B., J. Guilleminot, C. Soize, J. Michopoulos, and A. Iliopoulos. “Stochastic modeling and identification of a hyperelastic constitutive model for laminated composites.” Computer Methods in Applied Mechanics and Engineering 347 (April 15, 2019): 425–44.

Chu, S., and J. Guilleminot. “Stochastic multiscale modeling with random fields of material properties defined on nonconvex domains.” Mechanics Research Communications 97 (April 1, 2019): 39–45.

Trinh, V. H., V. Langlois, J. Guilleminot, C. Perrot, Y. Khidas, and O. Pitois. “Tuning membrane content of sound absorbing cellular foams: Fabrication, experimental evidence and multiscale numerical simulations.” Materials and Design 162 (January 15, 2019): 345–61.