461 citations · 593 across the 5 of their papers we have counts for
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Effect of Temperature History During Additive Manufacturing on Crystalline Morphology of Polyether Ether Ketone
Austin Lee, Mathew Wynn, Liam Quigley +2
Additive manufacturing parameters of high-performance polymers greatly affect the thermal history and consequently quality of the end-part. For fused deposition modeling (FDM), thi…
A Machine Learning Framework for Real-time Inverse Modeling and Multi-objective Process Optimization of Composites for Active Manufacturing Control
Keith D. Humfeld, Dawei Gu, Geoffrey A. Butler +2
For manufacturing of aerospace composites, several parts may be processed simultaneously using convective heating in an autoclave. Due to uncertainties including tool placement, co…
Theory-Guided Machine Learning for Process Simulation of Advanced Composites
Navid Zobeiry, Anoush Poursartip
Science-based simulation tools such as Finite Element (FE) models are routinely used in scientific and engineering applications. While their success is strongly dependent on our un…