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Johann Guilleminot

Paul Ruffin Scarborough Associate Professor of Engineering
Thomas Lord Department of Mechanical Engineering and Materials Science
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


NRT-HDR: Harnessing AI for Autonomous Material Design

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

Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (UQ-MLIP 2024)

ConferencePrincipal Investigator · Awarded by National Science Foundation · 2024 - 2025

Accurate and reliable computational dosimetry and targeting for transcranial magnetic stimulation

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

External Relationships


  • Elsevier Inc.

This faculty member (or a member of their immediate family) has reported outside activities with the companies, institutions, or organizations listed above. This information is available to institutional leadership and, when appropriate, management plans are in place to address potential conflicts of interest.