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Johann Guilleminot

Paul Ruffin Scarborough Associate Professor of Engineering
Civil and Environmental Engineering
172 Hudson Hall, Box 90287, Durham, NC 27708
172 Hudson Hall, Box 90287, Durham, NC 27708

Research Interests


Computational mechanics, mechanics of heterogeneous materials, molecular dynamics simulations and atomistic-to-continuum coupling, stochastic solvers, statistical inverse problem and model validation, stochastic analysis, uncertainty quantification in science and engineering

Selected Grants


Stochastic Modeling and Multiscale Propagation of Model-Form Uncertainties Arising in Molecular Dynamics Simulations

ResearchPrincipal Investigator · Awarded by Army Research Office · 2023 - 2026

NRT-HDR: Harnessing AI for Autonomous Material Design

Inst. Training Prgm or CMECo-Principal Investigator · Awarded by National Science Foundation · 2020 - 2025

Accurate and reliable computational dosimetry and targeting for transcranial magnetic stimulation

ResearchCollaborator · Awarded by National Institutes of Health · 2019 - 2020

Stochastic Modeling and Multiscale Propagation of Model-Form Uncertainties Arising in Molecular Dynamics Simulations

ResearchPrincipal Investigator · Awarded by Army Research Office · 2023 - 2026

NRT-HDR: Harnessing AI for Autonomous Material Design

Inst. Training Prgm or CMECo-Principal Investigator · Awarded by National Science Foundation · 2020 - 2025

Accurate and reliable computational dosimetry and targeting for transcranial magnetic stimulation

ResearchCollaborator · Awarded by National Institutes of Health · 2019 - 2020