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Soumyashree S. Panda
at Indian Institute of Technology Gandhinagar
SPIE Involvement:
Author
Publications (3)
SPIE Journal Paper | 31 July 2023
Deep learning aids simultaneous structure–material design discovery: a case study on designing phase change material metasurfaces
JNP, Vol. 17, Issue 03, 036006, (July 2023) https://doi.org/10.1117/12.10.1117/1.JNP.17.036006
KEYWORDS: Design and modelling, Education and training, Deep learning, Crystals, Mathematical optimization, Data modeling, Optical filters, Nanophotonics, Performance modeling, Evolutionary optimization
Proceedings Article | 5 March 2022 Presentation + Paper
A learning-based approach for metasurface design beyond the unit-cell approximation
Proceedings Volume 12010, 1201005 (2022) https://doi.org/10.1117/12.2615755
KEYWORDS: Diffraction, Neural networks, Nanophotonics, Error analysis, Data modeling, 3D modeling, Scattering
SPIE Journal Paper | 31 March 2020
Transmission-mode all-dielectric metasurface color filter arrays designed by evolutionary search
JNP, Vol. 14, Issue 01, 016014, (March 2020) https://doi.org/10.1117/12.10.1117/1.JNP.14.016014
KEYWORDS: Optical filters, Silicon, Silica, Electronic filtering, Structural design, Plasmonics, Image sensors, Dielectrics, Amorphous silicon, Thin films
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