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Robert Boyd

As seen in: Forbes, Nature, Taylor & Francis Online, ACS Publications, Educational Studies, The Seattle Times, Science Magazine, iFixit, Cell Press, Physical Review B and
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Articles

Hybrid deep reconstruction for vignetting-free upconversion imaging through scattering in epsilon-near-zero materials

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By Hao Zhang, Yang Xu, Wenwen Zhang, Saumya Choudhary, M. Zahirul Alam, Long Nguyen, Long Nguyễn, Matthew Klein, Shivashankar R. Vangala, J. Keith Miller, Eric Johnson, Joshua R. Hendrickson, Robert Boyd, Sergio Carbajo
| Nature Verified
Abstract Optical imaging through turbid or heterogeneous environments, collectively referred to as complex media, is fundamentally challenged by scattering, which scrambles structured spatial and phase information. To address this, we propose a hybrid-supervised deep learning framework to reconstruct high-fidelity images from nonlinear scattering measurements acquired with a time-gated epsilon-near-zero (ENZ) imaging system.
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Rethinking reciprocity

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By Sarah Mathew, Robert Boyd
| Cell Press Verified
Keywords reciprocity friendship cooperation iterated prisoner’s dilemma relationships Get full text access Log in, subscribe or purchase for full access. References 1. Trivers, R.L. The evolution of reciprocal altruism Q. Rev. Biol. 1971; 46:35-57 2. Axelrod, R. ∙ Hamilton, W.D. The evolution of cooperation Science. 1981; 211:1390-1396 3. Brosnan, S.F. ∙ de Waal, F.B.M. A proximate perspective on reciprocal altruism Hum. Nat. 2002; 13:129-152 4. Jaeggi, A.V. ...
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Experimental demonstration of high space compression by optical spaceplates

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By Ryan Hogan, R. Margoth Córdova-Castro, Graham Carlow, Brian Sullivan, Orad Reshef, Robert Boyd, Jeff S. Lundeen, Yaryna Mamchur
| Nature Verified
Abstract The large physical size of optical imaging systems is one of the greatest constraints on their use, limiting the performance and deployment of a range of systems from telescopes to mobile phone cameras. Spaceplates are nonlocal optical devices that compress free-space propagation into a shorter distance, paving the way for more compact optical systems, potentially even thin flat cameras.
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