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Dr. Abantika Ghosh
at Univ of Massachusetts Lowell
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 3 October 2022 Presentation
Science-informed machine-learning for optical composites (Conference Presentation)
Proceedings Volume PC12195, PC121950Y (2022) https://doi.org/10.1117/12.2632454
KEYWORDS: Composites, Electromagnetism, Data modeling, Maxwell's equations, Machine learning, Image processing, Environmental sensing
Proceedings Article | 3 August 2021 Poster
Physics-guided machine learning for Maxwell's equations
Proceedings Volume 11795, 117952H (2021) https://doi.org/10.1117/12.2594575
KEYWORDS: Machine learning, Maxwell's equations, Composites, Metamaterials, Wave propagation, Structural design, Physics, Optimization (mathematics), Neural networks, Dielectrics
Proceedings Article | 20 August 2020 Poster
Information flow in diffractive imaging with subwavelength resolution
Proceedings Volume 11460, 114602T (2020) https://doi.org/10.1117/12.2568619
KEYWORDS: Image resolution, Machine learning, Image processing, Optical microscopy, Diffraction, Diffraction gratings, Detection and tracking algorithms
Proceedings Article | 20 August 2020 Presentation
Machine-learning-assisted diffractive imaging with subwavelength resolution
Proceedings Volume 11460, 1146019 (2020) https://doi.org/10.1117/12.2568122
KEYWORDS: Image resolution, Machine learning, Diffraction, Image restoration, Machine vision, Geometrical optics, Evolutionary algorithms, Spatial resolution, Data acquisition, Artificial intelligence
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