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Prajith P. Pillai
at Tata Consultancy Services Ltd
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Publications (4)
Proceedings Article | 13 March 2024 Presentation + Paper
MetaDesigner: a deep learning enabled integrated tool for accelerated design of metamaterials
Proceedings Volume 12903, 129030G (2024) https://doi.org/10.1117/12.3002158
KEYWORDS: Design, Metamaterials, Spectral response, Education and training, Deep learning, Simulations, Reverse modeling, Finite element methods, Electromagnetism, Electromagnetic metamaterials
Proceedings Article | 15 March 2023 Paper
LSTM-based autoencoder for the inverse design of achromatic metalenses
Prajith Pillai, Beena Rai, Aravind Yelashetty, Tapajyoti Das Gupta, Parama Pal
Proceedings Volume 12438, 1243812 (2023) https://doi.org/10.1117/12.2649737
KEYWORDS: Data modeling, Design and modelling, Metalenses, Deep learning, Data conversion, Simulations, Machine learning, Lenses
Proceedings Article | 7 March 2022 Poster
Physics-informed neural network for predicting electric field distributions and permittivities of circular split-ring resonators
Proceedings Volume 12019, 120190R (2022) https://doi.org/10.1117/12.2609446
KEYWORDS: Neural networks, Split ring resonators, Physics, Visualization, Silicon, Photonic nanostructures, Partial differential equations, Nanostructures, Metamaterials, Maxwell's equations
Proceedings Article | 5 March 2021 Presentation
AI-enabled intelligent architectures for designing versatile broadband metamaterial absorbers
Proceedings Volume 11695, 1169512 (2021) https://doi.org/10.1117/12.2578201
KEYWORDS: Metamaterials, Terahertz metamaterials, Split ring resonators, Plasmonics, Optical metamaterials, Optical design, Neural networks, Nanophotonics, Inverse problems, Inverse optics
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