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Abantika Ghosh
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CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems
M Elhamod, J Bu, C Singh, M Redell, A Ghosh, V Podolskiy, WC Lee, ...
ACM Transactions on Intelligent Systems and Technology 13 (6), 1-23, 2022
372022
Machine Learning-Based Diffractive Image Analysis with Subwavelength Resolution
A Ghosh, DJ Roth, LH Nicholls, WP Wardley, AV Zayats, VA Podolskiy
ACS Photonics 8 (5), 1448-1456, 2021
172021
Physics‐Informed Machine Learning for Optical Modes in Composites
A Ghosh, M Elhamod, J Bu, WC Lee, A Karpatne, VA Podolskiy
Advanced Photonics Research 3 (11), 2200073, 2022
42022
Machine learning-based diffractive imaging with subwavelength resolution
A Ghosh, DJ Roth, LH Nicholls, WP Wardley, A Zayats, VA Podolskiy
CLEO: QELS_Fundamental Science, FW3B. 7, 2020
42020
Science-informed machine-learning for optical composites (Conference Presentation)
VA Podolskiy, A Ghosh, M Elhamod, J Bu, WC Lee, A Karpatne
Metamaterials, Metadevices, and Metasystems 2022, PC121950Y, 2022
2022
Physics-Informed Machine Learning for Optical Metamaterials
A Ghosh
University of Massachusetts Lowell, 2022
2022
Physics-guided machine learning for Maxwell's equations
A Ghosh, M Elhamod, J Bu, WC Lee, A Karpatne, VA Podolskiy
Metamaterials, Metadevices, and Metasystems 2021 11795, 117952H, 2021
2021
Diffractive Characterization of Sub-wavelength Objects with Machine Learning
A Ghosh, DJ Roth, LH Nicholls, WP Wardley, A Zayats, VA Podolskiy
CLEO: QELS_Fundamental Science, FTh2M. 6, 2021
2021
Machine-learning-assisted diffractive imaging with subwavelength resolution
VA Podolskiy, A Ghosh, DJ Roth, LH Nicholls, WP Wardley, AV Zayats
Metamaterials, Metadevices, and Metasystems 2020 11460, 1146019, 2020
2020
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