Search Results - "Generale, Adam"

A Gaussian process autoregressive model capturing microstructure evolution paths in a Ni–Mo–Nb alloy.

Authors: Marshall, Andrew Generale, Adam Kalidindi, Surya R. et al.

Source: Journal of Materials Science; Mar2024, Vol. 59 Issue 12, p4863-4881, 19p

Sequential Designs for Filling Output Spaces.

Authors: Wang, Shangkun Generale, Adam P. Kalidindi, Surya R. et al.

Source: Technometrics. Feb2024, Vol. 66 Issue 1, p65-76. 12p.

Refining coarse-grained molecular topologies: a Bayesian optimization approach.

Authors: Ray, Pranoy Generale, Adam P. Vankireddy, Nikhith et al.

Source: NPJ Computational Materials; 7/16/2025, Vol. 11 Issue 1, p1-11, 11p

Flow-based generative models for estimating exceedance distributions in unidirectional polymer matrix composites.

Authors: Hur, Jihye (Rachel) Generale, Adam P. Ballard, M. Keith et al.

Source: Mechanics of Materials. Jul2026, Vol. 218, pN.PAG-N.PAG. 1p.

Subjects: Probabilistic generative models, Nonparametric estimation, Polymeric composites, Distribution (Probability theory), Machine learning, Microstructure

Inverse stochastic microstructure design.

Authors: Generale, Adam P. Robertson, Andreas E. Kelly, Conlain et al.

Source: Acta Materialia. Jun2024, Vol. 271, pN.PAG-N.PAG. 1p.

Subjects: Kriging, Statistical learning, Microstructure, Continuum mechanics, Statistical mechanics, Materials science, Ceramic-matrix composites

Uncertainty quantification and propagation in the microstructure-sensitive prediction of the stress-strain response of woven ceramic matrix composites.

Authors: Generale, Adam P. Kalidindi, Surya R.

Source: Computers & Structures. Oct2023, Vol. 286, pN.PAG-N.PAG. 1p.

Subjects: Continuum damage mechanics, Strains & stresses (Mechanics), Ceramic-matrix composites, Multiscale modeling, Damage models, Inhomogeneous materials, Ceramics

Bayesian calibration of continuum damage model parameters for an oxide-oxide ceramic matrix composite using inhomogeneous experimental data.

Authors: Generale, Adam P. Hall, Richard B. Brockman, Robert A. et al.

Source: Mechanics of Materials. Dec2022, Vol. 175, pN.PAG-N.PAG. 1p.

Subjects: Damage models, Continuum damage mechanics, Calibration, Bayesian field theory, Partial least squares regression, Markov chain Monte Carlo

Reduced-order models for microstructure-sensitive effective thermal conductivity of woven ceramic matrix composites with residual porosity.

Authors: Generale, Adam P. Kalidindi, Surya R.

Source: Composite Structures. Oct2021, Vol. 274, pN.PAG-N.PAG. 1p.

Subjects: Reduced-order models, Thermal conductivity, Kriging, Porosity, Ceramic-matrix composites, Principal components analysis

Active learning for the design of polycrystalline textures using conditional normalizing flows.

Authors: Buzzy, Michael O. Montes de Oca Zapiain, David Generale, Adam P. et al.

Source: Acta Materialia. Jan2025, Vol. 284, pN.PAG-N.PAG. 1p.

Subjects: Cost control, Experimental design, Anisotropy, Curatorship, Cost