Rui-Yang Zhang

Lancaster University

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)

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Gabriel Diaz-Aylwin (1)Joseph Neighbor (1)Abiel Malkani Talwar (1)Henry B. Moss (1)

Papers (1)

Oct 8, 2026

Lancaster University6d ago

Example-driven Parametrisations for Bayesian Shape Optimisation

Learnable shape parameterizations unlock superior sample efficiency and design exploration in Bayesian optimization, outperforming hand-crafted approaches across diverse engineering domains.

Gabriel Diaz-Aylwin, Joseph Neighbor, Abiel Malkani Talwar +2

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design

Rui-Yang Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)

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Rui-Yang Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)