Mr. Amirhossein Saba Profile

Amirhossein Saba

at EPFL

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Publications (3)

Proceedings Article | 12 August 2023 Presentation

Optical design using physics-inspired neural networks

Demetri Psaltis, Carlo Gigli, Amirhossein Saba

Proceedings Volume PC12622, PC126220I (2023) https://doi.org/10.1117/12.2679815

KEYWORDS: Optical design, Physics, Neural networks, Nonlinear optics, Optical tomography, Nanophotonics, Maxwell equations, Machine learning, Diffraction

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Proceedings Article | 17 March 2023 Presentation

Predicting nonlinear optical scattering with physics informed neural networks

Carlo Gigli, Amirhossein Saba, Ahmed Bassam Ayoub, Demetri Psaltis

Proceedings Volume PC12438, PC124380Q (2023) https://doi.org/10.1117/12.2651859

KEYWORDS: Neural networks, Light scattering, Scattering, Physics, Electromagnetic scattering, Refractive index, Maxwell's equations, Polarization, Partial differential equations, Optical components

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SPIE Journal Paper | 22 November 2022 Open Access

Physics-informed neural networks for diffraction tomography

Amirhossein Saba, Carlo Gigli, Ahmed Bassam Ayoub, Demetri Psaltis

AP, Vol. 4, Issue 06, 066001, (November 2022) https://doi.org/10.1117/12.10.1117/1.AP.4.6.066001

KEYWORDS: Tomography, Education and training, Refractive index, Neural networks, Diffraction, Scattering, Photonics, Statistical modeling, Multiple sclerosis, Polystyrene

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