George Barbastathis
Scholar

George Barbastathis

Google Scholar ID: 4rsJDwUAAAAJ
Professor of Mechanical Engineering, Massachusetts Institute of Technology
Opticscomputational imagingmachine learninginverse problems
Citations & Impact
All-time
Citations
7,190
 
H-index
36
 
i10-index
108
 
Publications
20
 
Co-authors
25
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Published a paper in Nature Communications on learning-based speckle analysis for powder particle size distribution estimation (03/2023)
  • Published in Light: Science and Applications on dynamical machine learning for reconstructing dense-layered phase objects (04/2021)
  • Published in Optics Express on recurrent neural networks for imaging transparent objects through dynamic scattering media (01/2021)
  • Published in Cell: Patterns on deep-learning-based nationwide COVID-19 spread prediction (11/2020)
  • Published in Light: Science and Applications on deep learning for high-fidelity phase retrieval in low-photon regimes (03/2020)
  • Multiple papers in Optics Express and arXiv on computational imaging, artifact analysis in perceptual loss-trained networks, coherent modulation imaging, etc.
  • Supervised successful PhD and Master’s theses by students including Qihang Zhang, Iksung Kang, and Mo Deng