Liam Fleming
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View article: A Bayesian data modelling framework for chemical processes using adaptive sequential design with Gaussian process regression
A Bayesian data modelling framework for chemical processes using adaptive sequential design with Gaussian process regression Open
Accurate simulators are relied upon in the process industry for plant design and operation. Typical simulators, based on mechanistic models, require considerable resources: skilled engineers, computational time, and proprietary data. This …
View article: A Statistical Approach to Surface Metrology for 3D-Printed Stainless Steel
A Statistical Approach to Surface Metrology for 3D-Printed Stainless Steel Open
Surface metrology is the area of engineering concerned with the study of geometric variation in surfaces. This article explores the potential for modern techniques from spatial statistics to act as generative models for geometric variation…
View article: A Statistical Approach to Surface Metrology for 3D-Printed Stainless Steel
A Statistical Approach to Surface Metrology for 3D-Printed Stainless Steel Open
Surface metrology is the area of engineering concerned with the study of geometric variation in surfaces. This paper explores the potential for modern techniques from spatial statistics to act as generative models for geometric variation i…
View article: A data-centric approach to generative modelling for 3D-printed steel
A data-centric approach to generative modelling for 3D-printed steel Open
The emergence of additive manufacture (AM) for metallic material enables components of near arbitrary complexity to be produced. This has potential to disrupt traditional engineering approaches. However, metallic AM components exhibit grea…