Phaedon-Stelios Koutsourelakis

Identifiers

• name variant Phaedon-Stelios Koutsourelakis 0.60 · backfill

Papers (7)

1. Scalable High-Dimensional Bayesian Field Reconstruction with Finite Elements: Application to 3D Porous Media Flow cs.CE · 2026 · author #3
2. Physics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data physics.comp-ph · 2019 · author #3
3. Predictive Collective Variable Discovery with Deep Bayesian Models stat.ML · 2018 · author #3
4. Beyond black-boxes in Bayesian inverse problems and model validation: applications in solid mechanics of elastography physics.comp-ph · 2018 · author #2
5. Predictive Coarse-Graining stat.ML · 2016 · author #3
6. Variational Bayesian strategies for high-dimensional, stochastic design problems stat.CO · 2015 · author #1
7. Uncertainty quantification in complex systems using approximate solvers stat.CO · 2008 · author #1

Mentions

• 1507.06759 #1 · arxiv_oai · confidence 0.70 Phaedon-Stelios Koutsourelakis
• 1507.06759 #1 · backfill · confidence 0.70 Phaedon-Stelios Koutsourelakis
• 0808.3416 #1 · arxiv_oai · confidence 0.70 Phaedon-Stelios Koutsourelakis
• 2605.24682 #3 · arxiv_oai · confidence 0.70 Phaedon-Stelios Koutsourelakis
• 0808.3416 #1 · backfill · confidence 0.70 Phaedon-Stelios Koutsourelakis

Frequent Coauthors

• Nicholas Zabaras 3 shared papers
• Markus Sch\"oberl 2 shared papers
• Jonas Nitzler 1 shared papers
• Lukas Bruder 1 shared papers
• Maximilian Bergbauer 1 shared papers
• Paris Perdikaris 1 shared papers
• Wolfgang A. Wall 1 shared papers
• Yinhao Zhu 1 shared papers