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Prevention of Overfitting on Mesh-Structured Data Regressions with a Modified Laplace Operator

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Engineering Design via Surrogate Modelling: A Practical Guide
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Development of an Unstructured Navier-Stokes Solver for Hypersonic Nonequilibrium Aerothermodynamics
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Development of a Commercial CFD Tool Based on a Discontinuous Galerkin Formulation
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GPflow: A Gaussian process library using TensorFlow
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Denoising Diffusion Probabilistic Models
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Bayesian Model Selection, the Marginal Likelihood, and Generalization
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Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters
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