P.S. Koutsourelakis

Identifiers

• name variant P.S. Koutsourelakis 0.60 · backfill

Papers (8)

1. The Illusion of Fit: Spatially Resolved Assessment of Constitutive Model Validity in Elastography and Physics-Based Inverse Problems stat.ML · 2025 · author #2
2. Physics-constrained, data-driven discovery of coarse-grained dynamics physics.comp-ph · 2018 · author #2
3. A novel Bayesian strategy for the identification of spatially-varying material properties and model validation: an application to static elastography stat.CO · 2015 · author #1
4. Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics stat.CO · 2015 · author #2
5. Sparse Variational Bayesian Approximations for Nonlinear Inverse Problems: applications in nonlinear elastography stat.AP · 2014 · author #2
6. Free energy computations by minimization of Kullback-Leibler divergence: an efficient adaptive biasing potential method for sparse representations math-ph · 2010 · author #2
7. Scalable Bayesian reduced-order models for high-dimensional multiscale dynamical systems stat.ML · 2010 · author #1
8. A multi-resolution, non-parametric, Bayesian framework for identification of spatially-varying model parameters math-ph · 2008 · author #1

Mentions

• 1011.2416 #2 · backfill · confidence 0.70 P.S. Koutsourelakis
• 1001.2753 #1 · backfill · confidence 0.70 P.S. Koutsourelakis
• 0810.0744 #1 · backfill · confidence 0.70 P.S. Koutsourelakis

Frequent Coauthors

• Isabell M. Franck 2 shared papers
• Elias Bilionis 1 shared papers
• I. Bilionis 1 shared papers
• L. Felsberger 1 shared papers
• Vincent C. Scholz 1 shared papers