Enhancing the robustness of rib-groove filling and strain homogeneity in the isothermal forging of titanium alloy multi-rib components
T Ding, K Wei, Y Hou, X Dong, L Huang… - Chinese Journal of …, 2024 - Springer
Isothermal forging stands as an effective technology for the production of large-scale
titanium alloy multi-rib components. However, challenges have persisted, including die …
titanium alloy multi-rib components. However, challenges have persisted, including die …
[HTML][HTML] Development of Robust Steel Alloys for Laser-Directed Energy Deposition via Analysis of Mechanical Property Sensitivities
To ensure consistent performance of additively manufactured metal parts, it is advantageous
to identify alloys that are robust to process variations. This paper investigates the effect of …
to identify alloys that are robust to process variations. This paper investigates the effect of …
MeltpoolINR: Predicting temperature field, melt pool geometry, and their rate of change in laser powder bed fusion
We present a data-driven, differentiable neural network model designed to learn the
temperature field, its gradient, and the cooling rate, while implicitly representing the melt …
temperature field, its gradient, and the cooling rate, while implicitly representing the melt …
Sensitivity study of process parameters of wire arc additive manufacturing using probabilistic deep learning and uncertainty quantification
TQD Pham, VX Tran - Concurrent Engineering, 2024 - journals.sagepub.com
This study employs a deep learning (DL) based stochastic approach to comprehensively
interpret the effects of current intensity and velocity variations on temperature evolutions and …
interpret the effects of current intensity and velocity variations on temperature evolutions and …
Effects of Process and Heat Source Parameters on Temperature Evolution in Thin-wall Wire Arc Additive Manufacturing using Explainable Deep Learning
TQD Pham, CM Bui, T Van Le… - Science and …, 2023 - stdj.scienceandtechnology.com.vn
The wire arc additive manufacturing (WAAM) process involves a multitude of uncertain
parameters, making WAAM a complex system for analysis. To comprehensively investigate …
parameters, making WAAM a complex system for analysis. To comprehensively investigate …