Personal information

Verified email domains

Biography

Dr. Webster’s research resides at the intersection of mechanics, materials science, and machine design, where she uses fundamental knowledge of laser, metal AM technologies to push the boundaries of manufacturing and solve human-centered problems through fabrication of unique, functional designs. She earned her B.S. in Mechanical Engineering at the University of Florida with minors in biomechanics and music performance, and her Ph.D. in Theoretical and Applied Mechanics focused on fundamental mechanics and formation of defects in laser directed energy deposition (DED-LB) at Northwestern University advised by Dr. Jian Cao. She was a National Research Council Postdoc at the National Institute for Standards and Technology (NIST) Material Measurement Laboratory (MML) under the advisement of Dr. Carelyn Campbell, where she focused on hybrid metal AM techniques to address challenges such as defect formation and microstructure control. Throughout her research journey, Dr. Webster has designed custom manufacturing set-ups to study fundamental relationships through in-situ observations at multiple scales, including high-speed in-situ X-ray imaging. She has received the National Science Foundation Graduate Research Fellowship for her work, and she was named one of the Society of Manufacturing Engineers’ 30 under 30.

Activities

Funding (1)

NSF GRFP

2019-08 to 2024-08 | Grant
National Science Foundation (VA, VA, US)
GRANT_NUMBER:

DGE-1842165

Source: Self-asserted source
Samantha Webster

Works (8)

Effect of closed-loop coaxial melt pool temperature control on thermal history and microstructure of nickel alloy 718 in directed energy deposition

Journal of Materials Processing Technology
2025-03 | Journal article
Contributors: Samantha Webster; Jihoon Jeong; Jon-Erik Mogonye; James Zuback; Shuheng Liao; Julian Rocher; Kornel Ehmann; Jian Cao
Source: check_circle
Crossref

In Situ, Parallel Monitoring of Relative Temperature, Material Emission, and Laser Reflection in Powder-Blown Directed Energy Deposition

JOM
2024-11 | Journal article
Contributors: Samantha Webster; Jihoon Jeong; Rujing Zha; Shuheng Liao; Alberto Castro; Lars Jacquemetton; Darren Beckett; Kornel Ehmann; Jian Cao
Source: check_circle
Crossref

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

Computational Mechanics
2023-09 | Journal article
Contributors: Shuheng Liao; Tianju Xue; Jihoon Jeong; Samantha Webster; Kornel Ehmann; Jian Cao
Source: check_circle
Crossref

High-throughput, in situ imaging of multi-layer powder-blown directed energy deposition with angled nozzle

Review of Scientific Instruments
2022-02-01 | Journal article
Contributors: Samantha Webster; Marco Giovannini; Yi Shi; Nicolas Martinez-Prieto; Kamel Fezzaa; Tao Sun; Kornel Ehmann; Jian Cao
Source: check_circle
Crossref

Physical mechanisms in hybrid additive manufacturing: A process design framework

Journal of Materials Processing Technology
2021-05 | Journal article
Contributors: Samantha Webster; Hui Lin; Fred M. Carter III; Kornel Ehmann; Jian Cao
Source: check_circle
Crossref

Template-bayesian approach for the evaluation of melt pool shape and dimension of a DED-process from in-situ X-ray images

CIRP Annals
2021-04 | Journal article
Contributors: Adrian Lindenmeyer; Samantha Webster; Michael F. Zaeh, (2); Kornel F. Ehmann; Jian Cao, (1)
Source: check_circle
Crossref

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

JOM
2021-01 | Journal article
Part of ISSN: 1047-4838
Part of ISSN: 1543-1851
Source: Self-asserted source
Samantha Webster

A Review of In Situ Mechanical Characterization of Polymer Nanocomposites: Prospect and Challenges

Applied Mechanics Reviews
2017-09-01 | Journal article
Part of ISSN: 0003-6900
Part of ISSN: 2379-0407
Source: Self-asserted source
Samantha Webster

Peer review (8 reviews for 3 publications/grants)

Review activity for Additive manufacturing. (2)
Review activity for Journal of manufacturing processes. (5)
Review activity for Optics and Laser Technology. (1)