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Rohit Unni
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Publications (4)
SPIE Journal Paper | 8 October 2024 Open Access Video Abstract Content
Nested deep transfer learning for modeling of multilayer thin films
AP, Vol. 6, Issue 05, 056006, (October 2024) https://doi.org/10.1117/12.10.1117/1.AP.6.5.056006
KEYWORDS: Data modeling, Design, Modeling, Education and training, Thin films, Multilayers, Photonics, Aluminum, Thermal modeling, Statistical modeling
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Proceedings Article | 28 September 2023 Presentation
Rotation-assisted optical trapping for deep learning-based single-cell imaging and classification
Proceedings Volume PC12655, PC126550E (2023) https://doi.org/10.1117/12.2673320
KEYWORDS: Biological imaging, Optical tweezers, Proteins, Optical properties, Nanoparticles, Biological samples, Visualization, Tomography, Spherical lenses, Pathogens
Proceedings Article | 20 August 2020 Presentation
A deep convolutional mixture density network for the inverse design of layered photonic structures
Proceedings Volume 11469, 1146913 (2020) https://doi.org/10.1117/12.2568021
KEYWORDS: Physics, Optical properties, Machine learning, Neural networks, Optical design, Data modeling, Oxides, Nanophotonics
Proceedings Article | 19 August 2020 Poster
Optothermal microrobots with internet-based operation
Proceedings Volume 11463, 1146328 (2020) https://doi.org/10.1117/12.2571011
KEYWORDS: Optical tweezers, Particles, Laser optics, Biosensing, Environmental sensing, Physics
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