4. Statistics
  5. Computation

Phaedon-Stelios Koutsourelakis

Statistics – Computation

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

Physics – Mathematical Physics
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Free energy computations by minimization of Kullback-Leibler divergence: an efficient adaptive biasing potential method for sparse representations

Physics – Mathematical Physics
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Scalable Bayesian reduced-order models for high-dimensional multiscale dynamical systems

Statistics – Machine Learning
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Uncertainty quantification in complex systems using approximate solvers

Statistics – Computation
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