A multi-resolution, non-parametric, Bayesian framework for identification of spatially-varying model parameters von Koutsourelakis, P.S.

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Free energy computations by minimization of Kullback–Leibler divergence: An efficient adaptive biasing potential method for sparse representations von Bilionis, I., Koutsourelakis, P.S.

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Assessing structural vulnerability against earthquakes using multi-dimensional fragility surfaces: A Bayesian framework von Koutsourelakis, P.S.

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A critical appraisal of reliability estimation procedures for high dimensions von Schuëller, G.I., Pradlwarter, H.J., Koutsourelakis, P.S.

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Design of complex systems in the presence of large uncertainties: A statistical approach von Koutsourelakis, P.S.

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Stochastic upscaling in solid mechanics: An excercise in machine learning von Koutsourelakis, P.S.

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Reliability of structures in high dimensions, part I: algorithms and applications von Koutsourelakis, P.S., Pradlwarter, H.J., Schuëller, G.I.

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Variational Bayesian strategies for high-dimensional, stochastic design problems von Koutsourelakis, P.S.

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Fast uncertainty quantification of activation sequences in patient‐specific cardiac electrophysiology meeting clinical time constraints von Quaglino, A., Pezzuto, S., Koutsourelakis, P. S., Auricchio, A., Krause, R.

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Effect of material uncertainties on fatigue life calculations of aircraft fuselages: A cohesive element model von Koutsourelakis, P.S., Kuntiyawichai, K., Schuëller, G.I.

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Application of line sampling simulation method to reliability benchmark problems von Pradlwarter, H.J., Schuëller, G.I., Koutsourelakis, P.S., Charmpis, D.C.

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Probabilistic characterization and simulation of multi-phase random media von Koutsourelakis, P.S.

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A note on the first-passage problem and VanMarcke’s approximation — short communication von Koutsourelakis, P.S.

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Reliability of structures in high dimensions. Part II. Theoretical validation von Koutsourelakis, P.S.

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Sparse Variational Bayesian approximations for nonlinear inverse problems: Applications in nonlinear elastography von Franck, Isabell M., Koutsourelakis, P.S.

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Special Issue: Big data and predictive computational modeling von Koutsourelakis, P.S., Zabaras, N., Girolami, M.

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Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics von Franck, I.M., Koutsourelakis, P.S.

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A novel Bayesian strategy for the identification of spatially-varying material properties and model validation: an application to static elastography von Koutsourelakis, P S

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Fast uncertainty quantification of activation sequences in patient-specific cardiac electrophysiology meeting clinical time constraints von Quaglino, A, Pezzuto, S, Koutsourelakis, P S, Auricchio, A, Krause, R

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A multi-resolution, non-parametric, Bayesian framework for identification of spatially-varying model parameters von Koutsourelakis, P S

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