11 citations · 15 across the 3 of their papers we have counts for
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cond-mat.mtrl-sci2021★ 3 cited
Comprehensive process-molten pool relations modeling using CNN for wire-feed laser additive manufacturing
Noopur Jamnikar, Sen Liu, Craig Brice +1
Wire-feed laser additive manufacturing (WLAM) is gaining wide interest due to its high level of automation, high deposition rates, and good quality of printed parts. In-process mon…
cond-mat.mtrl-sci2021★ 1 cited
Machine learning based in situ quality estimation by molten pool condition-quality relations modeling using experimental data
Noopur Jamnikar, Sen Liu, Craig Brice +1
The advancement of machine learning promises the ability to accelerate the adoption of new processes and property designs for metal additive manufacturing. The molten pool geometry…
cond-mat.mtrl-sci2021
Comprehensive Quality Investigations of Wire-feed Additive Manufacturing by Learning of Experimental Data
Sen Liu, Craig Brice, Xiaoli Zhang
Wire-feed laser additive manufacturing is an emerging fabrication technique capable of highly automated large-scale volume production that can reduce both material waste and overal…