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Samantha Webster

2 papers hereh-index 10506 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cond-mat.mtrl-sci1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

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

150 citations · 150 across the 1 of their papers we have counts for

collaborators

2 papers

cond-mat.mtrl-sci2026

Particle Inertia-Driven Pore Formation over Material Property Effects in Laser Powder-blown Directed Energy Deposition

Dong Hee Kang, Samantha Webster, Sampson Canacoo +3

Laser Powder-blown Directed Energy Deposition (LP-DED) offers flexibility for process and materials and high productivity (~5 kg/h), but process-induced pores often compromise mech…

cs.LG2022★ 150 cited

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

Shuheng Liao, Tianju Xue, Jihoon Jeong +3

Understanding the thermal behavior of additive manufacturing (AM) processes is crucial for enhancing the quality control and enabling customized process design. Most purely physics…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.