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Brian Giera
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Machine‐learning‐based monitoring of laser powder bed fusion
B Yuan, GM Guss, AC Wilson, SP Hau‐Riege, PJ DePond, S McMains, ...
Advanced Materials Technologies 3 (12), 1800136, 2018
1432018
Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications
J Sawada, F Akopyan, AS Cassidy, B Taba, MV Debole, P Datta, ...
Proceedings of the International Conference for High Performance Computing …, 2016
972016
Heterogeneous sensing and scientific machine learning for quality assurance in laser powder bed fusion–A single-track study
A Gaikwad, B Giera, GM Guss, JB Forien, MJ Matthews, P Rao
Additive Manufacturing 36, 101659, 2020
872020
Electric double-layer structure in primitive model electrolytes: comparing molecular dynamics with local-density approximations
B Giera, N Henson, EM Kober, MS Shell, TM Squires
Langmuir 31 (11), 3553-3562, 2015
652015
Semi-supervised convolutional neural networks for in-situ video monitoring of selective laser melting
B Yuan, B Giera, G Guss, I Matthews, S Mcmains
2019 IEEE winter conference on applications of computer vision (WACV), 744-753, 2019
64*2019
Automated detection and sorting of microencapsulation via machine learning
A Chu, D Nguyen, SS Talathi, AC Wilson, C Ye, WL Smith, AD Kaplan, ...
Lab on a Chip 19 (10), 1808-1817, 2019
402019
Mesoscale particle-based model of electrophoretic deposition
B Giera, LA Zepeda-Ruiz, AJ Pascall, TH Weisgraber
Langmuir 33 (2), 652-661, 2017
332017
Automated detection of part quality during two-photon lithography via deep learning
XY Lee, SK Saha, S Sarkar, B Giera
Additive Manufacturing 36, 101444, 2020
292020
Mesoscale particle-based model of electrophoresis
B Giera, LA Zepeda-Ruiz, AJ Pascall, JD Kuntz, CM Spadaccini, ...
Journal of the Electrochemical Society 162 (11), D3030, 2015
182015
In-process monitoring and prediction of droplet quality in droplet-on-demand liquid metal jetting additive manufacturing using machine learning
A Gaikwad, T Chang, B Giera, N Watkins, S Mukherjee, A Pascall, ...
Journal of Intelligent Manufacturing 33 (7), 2093-2117, 2022
132022
Model-free test of local-density mean-field behavior in electric double layers
B Giera, N Henson, EM Kober, TM Squires, MS Shell
Physical Review E 88 (1), 011301, 2013
132013
Modeling meso-and microstructure in materials patterned with acoustic focusing
DS Melchert, K Johnson, B Giera, EJ Fong, M Shusteff, J Mancini, ...
Materials & Design 202, 109512, 2021
122021
Correlating dynamic microstructure to observed color in electrophoretic displays via in situ small-angle x-ray scattering
SC Bukosky, JA Hammons, B Giera, E Lee, J Han, MC Freyman, ...
Physical Review Materials 4 (7), 075802, 2020
82020
Comparing direct and pulsed-direct current electrophoretic deposition on neural electrodes: deposition mechanism and functional influence
V Ramesh, C Rehbock, B Giera, JJ Karnes, JB Forien, SD Angelov, ...
Langmuir 37 (32), 9724-9734, 2021
72021
Anisotropic thermally conductive composites enabled by acoustophoresis and stereolithography
DS Melchert, A Tahmasebipour, X Liu, J Mancini, B Moran, B Giera, ...
Advanced Functional Materials 32 (31), 2201687, 2022
62022
Two Photon lithography additive manufacturing: Video dataset of parameter sweep of light dosages, photo-curable resins, and structures
XY Lee, SK Saha, S Sarkar, B Giera
Data in Brief 32, 106119, 2020
62020
Electrophoretic deposition of platinum nanoparticles using ethanol-water mixtures significantly reduces neural electrode impedance
V Ramesh, B Giera, JJ Karnes, N Stratmann, V Schaufler, Y Li, ...
Journal of the Electrochemical Society 169 (2), 022504, 2022
52022
Experimental characterization and modeling of optical tweezer particle handling dynamics
MD Porter, B Giera, RM Panas, LA Shaw, M Shusteff, JB Hopkins
Applied Optics 57 (22), 6565-6571, 2018
52018
Modeling flow-based electrophoretic deposition for functionally graded materials
MAS de Troya, JR Morales, B Giera, AJ Pascall, MA Worsley, ...
Materials & Design 209, 110000, 2021
32021
Image classification and control of microfluidic systems
AB Chu, D Nguyen, AD Kaplan, B Giera
Applications of Machine Learning 11139, 23-29, 2019
32019
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