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researcher

Carlo Gigli

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.ET1
  • physics.optics1
ORCID 0000-0001-8327-0425

identity via Semantic Scholar / OpenAlex

most citedPhysics-informed neural networks for diffraction tomography

9 citations · 13 across the 2 of their papers we have counts for

collaborators

4 papers

physics.optics2024

Wave optical model for tomographic volumetric additive manufacturing

Felix Wechsler, Carlo Gigli, Jorge Madrid-Wolff +1

Tomographic Volumetric Additive Manufacturing (TVAM) allows printing of mesoscopic objects within seconds or minutes. Tomographic patterns are illuminated onto a rotating glass via…

physics.optics2024

Programming the scalable optical learning operator with spatial-spectral optimization

Yi Zhou, Jih-Liang Hsieh, Ilker Oguz +6

Electronic computers have evolved drastically over the past years with an ever-growing demand for improved performance. However, the transfer of information from memory and high en…

cs.ET2022★ 4 cited

Programming Nonlinear Propagation for Efficient Optical Learning Machines

Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinc +5

The ever-increasing demand for processing data with larger machine learning models requires more efficient hardware solutions due to limitations such as power dissipation and scala…

physics.optics2022★ 9 cited

Physics-informed neural networks for diffraction tomography

Amirhossein Saba, Carlo Gigli, Ahmed B. Ayoub +1

We propose a physics-informed neural network as the forward model for tomographic reconstructions of biological samples. We demonstrate that by training this network with the Helmh…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.