Machine learning-based predictive modeling of contact heat transfer

AT Vu, S Gulati, PA Vogel, T Grunwald… - International Journal of …, 2021 - Elsevier
Heat transfer phenomena at the interface between two contacting solids are highly complex
involving multiple influencing factors. Over the years, a large amount of experiments were …

Real-time quality control in thin glass forming using infrared thermography and deep learning

AT Vu, PA Vogel, A Siva Subramanian… - Key Engineering …, 2022 - Trans Tech Publ
Towards the growing trends in lightweight, flexible, and optical advantages, thin glasses
become key components in numerous applications such as consumer electronics like …

[PDF][PDF] Modeling relaxation nature of nonequilibrium glass in nonisothermal glass molding

VA Tuan - 2023 - researchgate.net
I would like to express my profound gratitude to Prof. Dr.-Ing. Thomas Bergs for his
dedicated supervision throughout my entire PhD journey. His insightful discussions, whether …

Multi-target regression and cross-validation for non-isothermal glass molding experiments with small sample sizes

H Mende, S Kiroriwal, J Pfrommer, RH Schmitt… - Optifab …, 2023 - spiedigitallibrary.org
Machine learning has become a core part of smart factories and Industry 4.0. In our work, we
extend the use of machine learning for quality prediction of a thin glass product formed using …

[PDF][PDF] Machine learning-based predictions of form accuracy for curved thin glass by vacuum assisted hot forming process

PA Vogel, AT Vu, H Mende, S Gulati… - 2022 IMEKO TC10 …, 2022 - researchgate.net
Thin glass is applied in numerous applications, appearing as three-dimensional smartphone
covers, displays, and in thin batteries. Nonisothermal glass molding has been developed as …

Enabling Sustainability in Glass Optics Manufacturing by Wafer Scale Molding

C Strobl, PA Vogel, AT Vu, H Mende… - Key Engineering …, 2022 - Trans Tech Publ
Numerous optical applications have rising demands for ever increasing quantities from
lighting and projection optics for modern vehicles to home or street lighting using LED …

[引用][C] Entwicklung eines Prozessmodells für die nicht-isotherme vakuumunterstützte Dünnglasumformung

PA Vogel - Dissertation, RWTH Aachen …