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DiSCoVeR 2.0: Mutual Information Informed Novelty Estimation of Materials Along Chemical and Structural Axes

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Gaussian Process for Materials Research

Bruce Pitman
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Advances in Active Learning and Emulation for Multi-Fidelity Simulations

Chih-Li Sung
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Rational Kriging

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Building GP Surrogate Model with High-Dimensional Input

Lulu Kang
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A transport map approach for Bayesian inference of dynamic inverse problems with heavy-tailed priors.

Mirjeta Pasha
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Probabilistic Learning on Manifolds (PLoM) with Transient Diffusion Kernels

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Return of the Latent Space Cowboys: Rethinking the use of VAEs in Bayesian Optimisation over Structured Spaces

Henry Moss
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