Samantha Webster

Hybrid thermal modeling of additive manufacturing processes using physics-informed neural networks for temperature prediction and parameter identification

Shuheng Liao, Tianju Xue, Jihoon Jeong et al. · Computational Mechanics · 2023 · 134 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +17

Physical mechanisms in hybrid additive manufacturing: A process design framework

Samantha Webster, Hui Lin, Fred M. Carter et al. · Journal of Materials Processing Technology · 2021 · 85 citations

Engineering, Manufacturing Engineering, Materials Engineering +14

In-situ Observations of Directed Energy Deposition Additive Manufacturing Using High-Speed X-ray Imaging

Sarah J. Wolff, Samantha Webster, Niranjan D. Parab et al. · JOM · 2020 · 73 citations · Full text

Engineering, Manufacturing Engineering, Materials Engineering +12

Simulation-guided variable laser power design for melt pool depth control in directed energy deposition

Shuheng Liao, Samantha Webster, Dean Y. Huang et al. · Additive manufacturing · 2022 · 58 citations

Engineering, Computational Engineering, Computational Fluid Dynamics +12

Cooling rate measurement in directed energy deposition using photodiode-based planck thermometry (PDPT)

Jihoon Jeong, Samantha Webster, Shuheng Liao et al. · Additive Manufacturing Letters · 2022 · 37 citations · Full text

Engineering, Manufacturing Engineering, Mechanical Engineering +17