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Author

Wenhua Yang

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2 papers indexed here

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Aug 2026

A mechanism-data fusion framework for process-microstructure prediction and optimization in laser directed energy deposition of Ti-6Al-4V using dual-level surrogate modeling

A physics-informed mechanism-data fusion framework that couples macroscopic finite element method (FEM) and microscopic phase-field method (PFM) with a dual-level long short-term memory (LSTM) neural network with a dual-level data-driven surrogate model is developed.

Yu-Shuang Zhang, Tong Zhao, Peng-Wei Liu et al. · 0 citations
Open access Aug 2026

A Machine Learning-Augmented Experimental Study of FDM Printing Parameters on the Tensile Properties of Silk PLA

Fused deposition modeling (FDM) is one of the most widely deployed additive manufacturing methods, and the mechanical performance of FDM-printed parts is governed by a small set of strongly coupled process parameters. Silk PLA, a PLA-based filament engineered to deliver a high-gloss finish with improved mechanical perf...

Razaul Islam, Wenhua Yang, Saquib Shahriar et al. · 0 citations

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