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Lubner Group

Machine Learning

Automated Gold Nanorod Spectral Morphology Analysis Pipeline

in 2024, Machine Learning

S. Gleason, et. al., “Automated Gold Nanorod Spectral Morphology Analysis Pipeline,” ACS Nano 2024 18 (51), 34646-34655

Tagged: Publications

Inverse Design of Photonic Surfaces via High throughput Femtosecond Laser Processing and Tandem Neural Networks

in 2024, Machine Learning

M. Park, et. al., “Inverse Design of Photonic Surfaces via High throughput Femtosecond Laser Processing and Tandem Neural Networks,” Advanced Science 11, 2401951 (2024).

Tagged: Publications

Optical emissivity dataset of multimaterial heterogeneous designs generated with automated figure extraction

in 2022, Machine Learning

V. Baibakova, M. Elzouka, S. D. Lubner, R. Prasher, A. Jain, “Optical emissivity dataset of multimaterial heterogeneous designs generated with automated figure extraction,” Scientific data 9, (2022).

Tagged: Publications

Interpretable Forward and Inverse Design of Particle Spectral Emissivity Using Common Machine-Learning Models

in 2020, Machine Learning

M. Elzouka, C. Yang, A. Albert, R. S. Prasher*, S. D. Lubner*, “Interpretable Forward and Inverse Design of Particle Spectral Emissivity Using Common Machine-Learning Models,” Matter (Cell Reports Physical Science), 1 (12), 100259 (2020).

Tagged: Publications

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Principle Investigator

Sean Lubner

Department of Mechanical Engineering
Boston University
8 St. Mary’s Street
PHO 719
Boston, MA 02215

slubner@bu.edu
617-353-0137

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