Dr Nick Robe
Research Fellow
Department of Mechanical Engineering
12 Scholarly works
1 Projects
HIGHLIGHTS
2026
Journal article
StrAPS: Structural angular power spectrum for unsupervised morphology identification in block copolymers
DOI: 10.1016/j.commatsci.2026.1148552025
Journal article
Interpretable SHAP-bounded Bayesian optimization for underwater acoustic metamaterial coating design
DOI: 10.1007/s00158-025-04104-w2025
Journal article
Constrained Bayesian accelerated design of acoustic polyurethane coatings with metamaterial features under hydrostatic pressure
DOI: 10.1007/s00158-025-04107-72025
Journal article
From SMILES to scattering: Automated high-throughput atomistic polyurethane simulations compared with WAXS data
DOI: 10.1016/j.commatsci.2025.1139312025
Research grants (other domestic)
AI-enabled Novel Software Platform for Accelerated Design of Fit-for-Purpose Polymeric Materials
2025
Journal article
Interpretable active learning meta-modeling for the association dynamics of telechelic polymers on colloidal particles
DOI: 10.1122/8.00009302025
Thesis / Dissertation
Machine Learning Accelerated Multiscale Simulations for Waterborne Coating Fluids
RECENT SCHOLARLY WORKS
2024
Journal article
Evanescent Gels: Competition between Sticker Dynamics and Single-Chain Relaxation
DOI: 10.1021/acs.macromol.3c020552023
Journal article
Bayesian coarsening: rapid tuning of polymer model parameters
DOI: 10.1007/s00397-023-01397-w2023
Conference Proceedings
Efficient Tuning of Coarse Grained Polymer Models Using Bayesian Inference
2018
Journal article
Aging is a log-Poisson process, not a renewal process
DOI: 10.1103/PhysRevE.98.0206022018
Journal article
Two-time correlations for probing the aging dynamics of glassy colloids
DOI: 10.1039/c8sm02191k