Efficient bead-on-plate weld model for parameter estimation towards effective wire arc additive manufacturing simulation
D Strobl, JF Unger, C Ghnatios, A Klawonn, A Pittner… - Welding in the …, 2024 - Springer
Despite the advances in hardware and software techniques, standard numerical methods
fail in providing real-time simulations, especially for complex processes such as additive …
fail in providing real-time simulations, especially for complex processes such as additive …
Polymer extrusion die design using a data-driven autoencoders technique
C Ghnatios, E Gravot, V Champaney, N Verdon… - International Journal of …, 2024 - Springer
Designing extrusion dies remains a tricky issue when considering polymers. In fact,
polymers exhibit strong non-Newtonian rheology that manifest in noticeable viscoelastic …
polymers exhibit strong non-Newtonian rheology that manifest in noticeable viscoelastic …
An advanced resin reaction modeling using data-driven and digital twin techniques
C Ghnatios, P Gérard, A Barasinski - International Journal of Material …, 2023 - Springer
Elium® resin is nowadays actively investigated to leverage its recycling ability. Thus,
multiple polymerization modeling are developed and used. In this work, we investigate the …
multiple polymerization modeling are developed and used. In this work, we investigate the …
PGD in thermal transient problems with a moving heat source: A sensitivity study on factors affecting accuracy and efficiency
D Strobl, JF Unger, C Ghnatios… - Engineering …, 2024 - Wiley Online Library
Thermal transient problems, essential for modeling applications like welding and additive
metal manufacturing, are characterized by a dynamic evolution of temperature. Accurately …
metal manufacturing, are characterized by a dynamic evolution of temperature. Accurately …
First Steps in Probabilistic Hybrid Twin Extrapolation Based on Nonparametric Probabilistic Method and Machine Learning Algorithms
C Ghnatios - 2023 Fifth International Conference on Advances …, 2023 - ieeexplore.ieee.org
With emerging mechanical engineering applications on a daily basis, the incorporation of
data into models and data-driven modeling are subjected to constant improvement …
data into models and data-driven modeling are subjected to constant improvement …
Marketing digital y captación de clientes en la empresa Agroindustrias Dane SRL, Tarapoto, 2022
RM Estela Yomona - 2022 - repositorio.ucv.edu.pe
El presente estudio presentó como objetivo general determinar el nivel de relación entre
marketing digital y captación de clientes en la empresa Agroindustrias Dane SRL, Tarapoto …
marketing digital y captación de clientes en la empresa Agroindustrias Dane SRL, Tarapoto …
Machine Learning (Ml) Based Reduced Order Modelling (Rom) for Linear and Non-Linear Solid and Structural Mechanics
Multiple model reduction techniques have been proposed to tackle linear and non linear
problems. Intrusive model order reduction techniques exhibit high accuracy levels, however …
problems. Intrusive model order reduction techniques exhibit high accuracy levels, however …