Dr. Ahmed Bassam Ayoub Profile

Dr. Ahmed Bassam Ayoub

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Publications (5)

Proceedings Article | 11 August 2023 Presentation + Paper

Encoding single-cell phase-contrast tomograms by 3D Zernike descriptors

Pasquale Memmolo, Daniele Pirone, Daniele Sirico, Lisa Miccio, Vittorio Bianco, Ahmed Ayoub, Demetri Psaltis, Pietro Ferraro

Proceedings Volume 12622, 126220C (2023) https://doi.org/10.1117/12.2674829

KEYWORDS: Tomography, Zernike polynomials, 3D image processing, Flow cytometry, Visualization, Radium, Phase imaging, Intelligence systems, Imaging systems, Californium

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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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Proceedings Article | 20 June 2021 Presentation

Complex field representation using digital micromirror device (DMD)

Ahmed B. Ayoub, Demetri Psaltis

Proceedings Volume 11788, 117880V (2021) https://doi.org/10.1117/12.2593989

KEYWORDS: Digital micromirror devices, Micromirrors, Spatial light modulators, Phase shift keying, Charge-coupled devices, Sensors, CCD image sensors, Amplitude modulation, Scattering media, Phase retrieval

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SPIE Journal Paper | 24 March 2020 Open Access

Three-dimensional tomography of red blood cells using deep learning

Joowon Lim, Ahmed Ayoub, Demetri Psaltis

AP, Vol. 2, Issue 02, 026001, (March 2020) https://doi.org/10.1117/12.10.1117/1.AP.2.2.026001

KEYWORDS: Machine learning, Deep learning

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