All Papers - UKAEA Scientific Publications

Showing 1 - 3 of 3 UKAEA Paper Results

UKAEA-CCFE-PR(26)4322026

"Pyvale: A Fast, Scalable, Open-Source 2D Digital Image Correlation (DIC) Engine Capable of Handling Gigapixel Images"
Pyvale is an open-source software package that aims to become an all-in-one tool for sensor simulation, sensor uncertainty quantification, sensor placement optimization, and calibration/validation. Central to this is support for image-based sensors, with a dedicated Digital Image Correlation (DIC) module designed for both standalone use and integra…
- Preprint
UKAEA-CCFE-PR(26)4072024

"A novel, finite-element-based framework for sparse data solution reconstruction and multiple choices"
Digital twinning is gaining widespread popularity across various areas of engineering, and indeed it offers a capability of effective real-time monitoring and control, which are vital for cost-intensive experimental facilities, particularly the ones where extreme conditions exist. Sparse experimental measurements collected by various diagnostic sen…
- Preprint
- Purchase
UKAEA-CCFE-PR(23)1872023

"Comparative study of Transformer- and LSTM-based machine learning methods for transient thermal field reconstruction"
Solution reconstruction from limited number of measurements is useful in many areas of heat transfer applications. Unlike the standard problems, such reconstruction problems are ill-posed; thus, the non-uniqueness of solution and inherent instability severely complicates the modelling process. Consequently, more conventional inverse analysis method…
- Preprint
- Published

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UKAEA Papers

Browse our papers below.

"Pyvale: A Fast, Scalable, Open-Source 2D Digital Image Correlation (DIC) Engine Capable of Handling Gigapixel Images"

"A novel, finite-element-based framework for sparse data solution reconstruction and multiple choices"

"Comparative study of Transformer- and LSTM-based machine learning methods for transient thermal field reconstruction"

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