957 citations
- Maxwell Institute for Mathematical SciencesGB96 papers
- University of EdinburghGB20 papers
- Centre National de la Recherche ScientifiqueFR19 papers
- University of OxfordGB19 papers
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- Imperial College LondonGB11 papers
- University College LondonGB11 papers
- Leibniz University HannoverDE10 papers
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- University of GothenburgSE10 papers
- Vilnius UniversityLT10 papers
- Heriot-Watt University MalaysiaMY9 papers
23 papers · 1 filter
A machine learning approach for efficient uncertainty quantification using multiscale methods
Shing Chan, Ahmed H. Elsheikh
Several multiscale methods account for sub-grid scale features using coarse scale basis functions. For example, in the Multiscale Finite Volume method the coarse scale basis functi…
Real-time Convolutional Neural Networks for Emotion and Gender Classification
Octavio Arriaga, Matias Valdenegro-Toro, Paul Plöger
In this paper we propose an implement a general convolutional neural network (CNN) building framework for designing real-time CNNs. We validate our models by creating a real-time v…
Silicon photonic processor of two-qubit entangling quantum logic
R. Santagati, J. W. Silverstone, M. J. Strain +11
Entanglement is a fundamental property of quantum mechanics, and is a primary resource in quantum information systems. Its manipulation remains a central challenge in the developme…
Towards On-Chip Integrated Optical Quantum Frequency Combs
Lucia Caspani, Christian Reimer, Michael Kues +12
Recent development in quantum photonics allowed to start the process of bringing photonic-quantum-based systems out of the lab into real world applications. As an example, devices…
Heterogeneous Networked Data Recovery from Compressive Measurements Using a Copula Prior
Nikos Deligiannis, João F. C. Mota, Evangelos Zimos +1
Large-scale data collection by means of wireless sensor network and internet-of-things technology poses various challenges in view of the limitations in transmission, computation,…
Optical time reversal from time-dependent Epsilon-Near-Zero media
Stefano Vezzoli, Vincenzo Bruno, Clayton DeVault +7
Materials with a spatially uniform but temporally varying optical response have applications ranging from magnetic field-free optical isolators to fundamental studies of quantum fi…