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Author

H. Dang

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Conference Jul 2026

Effects of DoE Sampling and Hyperparameter Selection on ANN-Based Surrogate Models for Large-Scale 3D Concrete Printer Frames

In mechanical design optimization, ANN-based surrogate models are increasingly used to replace computationally expensive simulations such as the Finite Element Method (FEM) and Computational Fluid Dynamics (CFD). However, their performance strongly depends on the quality of training data (Design of Experiments - DoE) a...

D. Ta, V. B. Phung, H. Dang et al. · 0 citations
Conference Jul 2026

ANN Application for Predicting and Investigating Dynamic Response of a Slider-Crank Mechanism with an Elastic Element

Incorporating elastic elements into planar mechanisms offers significant advantages in terms of energy efficiency, impact load reduction, and the elimination of dynamic reaction forces during operation. However, the mathematical models describing the dynamics of these mechanisms typically involve complex numerical comp...

V. B. Phung, H. Dang, T. Hoang et al. · 0 citations

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