Autonomous Control
FOCUS · B53 · ID: 1067008
Presentations
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System optimization of superconducting qubit readout for quantum error correction
ORAL
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Publication: Suppressing quantum errors by scaling a surface code logical qubit, Google Quantum AI, arXiv:2207.06431 (2022)
Presenters
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Andreas Bengtsson
Google LLC
Authors
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Andreas Bengtsson
Google LLC
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Alexander M Opremcak
Google Quantum AI, Google LLC, University of Wisconsin - Madison
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Mostafa Khezri
Univ of Southern California, Google Quantum AI, Google LLC
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Daniel T Sank
Google Quantum AI, Google LLC
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Paul V Klimov
Google AI, Quantum, Google LLC
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Julian Kelly
Google AI Quantum, Google LLC
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Jimmy Chen
Google LLC
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Bridging the reality gap in quantum devices with physics-aware machine learning
ORAL
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Publication: D. L. Craig, H. Moon, F. Fedele, D. T. Lennon, B. van Straaten, F. Vigneau, L. C. Camenzind, D. M. Zumb¨uhl, G. A. D. Briggs, M. A. Osborne, D. Seijdinovic, and N. Ares, "Bridging the reality gap in quantum devices with physics-aware machine learning," arXiv preprint arXiv:2111.11285, 2021.
Presenters
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David L Craig
University of Oxford
Authors
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David L Craig
University of Oxford
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Hyungil Moon
University of Oxford
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Federico Fedele
Niels Bohr Institute, University of Copenhagen, University of Oxford, University Of Oxford
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Dominic T Lennon
University of Oxford
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Barnaby van Straaten
Oxford University
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Florian Vigneau
University of Oxford, University of Oxford Materials Department
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Leon C Camenzind
RIKEN Center for Emergent Matter Science (CEMS), Wako, Japan, University of Basel, Switzerland; RIKEN Center for Emergent Matter Science (CEMS), Wako, Japan, University of Basel
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Dominik M Zumbuhl
University of Basel
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G. Andrew D Briggs
University of Oxford
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Michael A Osborne
University of Oxford
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Dino Sejdinovic
University of Oxford
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Natalia Ares
University of Oxford
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Developing robust protocols for calibration of a 25-qubit annealing device
ORAL
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Presenters
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Bryce I Fisher
MIT Lincoln Labratory
Authors
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Bryce I Fisher
MIT Lincoln Labratory
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Steven M Disseler
MIT Lincoln Lab
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Steven J Weber
MIT Lincoln Lab
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Robert Rood
MIT Lincoln Lab
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Cyrus F Hirjibehedin
MIT Lincoln Lab
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Mallika T Randeria
MIT Lincoln Laboratory, Lincoln Laboratory, MIT
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Vladimir Bolkhovsky
MIT Lincoln Lab, MIT Lincoln Laboratory
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John Cummings
MIT Lincoln Lab
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Rabindra Das
Massachusetts Institute of Technology MIT, MIT Lincoln Lab
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David K Kim
MIT Lincoln Lab, MIT Lincoln Laboratory
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Jeffrey Knecht
MIT Lincoln Lab, MIT Lincoln Laboratory
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Justin L Mallek
MIT Lincoln Lab
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Bethany M Niedzielski
MIT Lincoln Lab, MIT Lincoln Laboratory
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Ravi Rastogi
MIT Lincoln Lab, MIT Lincoln Laboratory
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Kyle Serniak
MIT Lincoln Laboratory
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Donna-Ruth W Yost
Massachusetts Institute of Technology MIT, MIT - Lincoln Laboratory
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Scott Zarr
MIT Lincoln Lab, MIT Lincoln Laboratory
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Mollie E Schwartz
MIT Lincoln Laboratory
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Steven J Weber
MIT Lincoln Lab
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William D Oliver
Massachusetts Institute of Technology MIT, Massachusetts Institute of Technology (MIT), MIT Lincoln Laboratory, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology, Massachusetts Institute of Technology, MIT Lincoln Laboratory
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Jonilyn L Yoder
MIT Lincoln Lab, MIT Lincoln Laboratory
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System Optimization of Gate Frequencies for Surface Code Quantum Error Correction
ORAL
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Presenters
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Paul V Klimov
Google AI, Quantum, Google LLC
Authors
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Paul V Klimov
Google AI, Quantum, Google LLC
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Towards Robust Automation of Quantum Dot Bootstrapping
ORAL
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Presenters
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Danielle J Middlebrooks
National Institute of Standards and Technology
Authors
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Danielle J Middlebrooks
National Institute of Standards and Technology
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Justyna P Zwolak
National Institute of Standards and Technology
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Cross-architecture Tuning of Silicon and SiGe-based Quantum Devices Using Machine Learning
ORAL
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Publication: arXiv:2107.12975 [cond-mat.mes-hall]
Presenters
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Brandon Severin
University of Oxford
Authors
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Brandon Severin
University of Oxford
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Dominic T Lennon
University of Oxford
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Leon C Camenzind
RIKEN Center for Emergent Matter Science (CEMS), Wako, Japan, University of Basel, Switzerland; RIKEN Center for Emergent Matter Science (CEMS), Wako, Japan, University of Basel
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Florian Vigneau
University of Oxford, University of Oxford Materials Department
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Federico Fedele
Niels Bohr Institute, University of Copenhagen, University of Oxford, University Of Oxford
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Daniel Jirovec
Institute of Science and Technology Austria
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Andrea Ballabio
L-NESS, Physics Department, Politecnico di Milano, Politecnico di Milano, L-NESS, Physics Department, Politecnico di Milano, 22100 Como, Italy, L-NESS, Physics Department, Politecnico di Milano, via Anzani 42, 22100, Como, Italy, L-NESS, Politecnico di Milano
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Daniel Chrastina
L-NESS, Physics Department, Politecnico di Milano, Politecnico di Milano, L-NESS, Physics Department, Politecnico di Milano, 22100 Como, Italy, L-NESS, Physics Department, Politecnico di Milano, via Anzani 42, 22100, Como, Italy, L-NESS, Politecnico di Milano
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Giovanni Isella
L-NESS, Physics Department, Politecnico di Milano, Politecnico di Milano, L-NESS, Physics Department, Politecnico di Milano, 22100 Como, Italy, L-NESS, Politecnico di Milano
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Mathieu de Kruijf
University of Basel
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Miguel J Carballido
University of Basel
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Simon Svab
University of Basel
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Andreas V Kuhlmann
University of Basel
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Floris Braakman
University of Basel
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Simon Geyer
University of Basel
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Florian N Froning
University of Basel
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Hyungil Moon
University of Oxford
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Michael A Osborne
University of Oxford
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Dino Sejdinovic
University of Oxford
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Georgios Katsaros
Institute of Science and Technology Austria, IST Austria, Institute of Science and Technology Austria (ISTA), 3400 Klosterneuburg, Austria, Institute of Science and Technology Austria, Am Campus 1, 3400 Klosterneuburg, Austria
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Dominik M Zumbuhl
University of Basel
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G. Andrew D Briggs
University of Oxford
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Natalia Ares
University of Oxford
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All RF-based tuning algorithm for quantum devices using machine learning
ORAL
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Publication: All RF-based tuning algorithm for quantum devices using machine learning
Presenters
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Barnaby van Straaten
Oxford University
Authors
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Barnaby van Straaten
Oxford University
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Federico Fedele
Niels Bohr Institute, University of Copenhagen, University of Oxford, University Of Oxford
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Florian Vigneau
University of Oxford, University of Oxford Materials Department
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Joseph Hickie
University of Oxford, University of Oxford Materials Department
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Andrea Ballabio
L-NESS, Physics Department, Politecnico di Milano, Politecnico di Milano, L-NESS, Physics Department, Politecnico di Milano, 22100 Como, Italy, L-NESS, Physics Department, Politecnico di Milano, via Anzani 42, 22100, Como, Italy, L-NESS, Politecnico di Milano
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Daniel Chrastina
L-NESS, Physics Department, Politecnico di Milano, Politecnico di Milano, L-NESS, Physics Department, Politecnico di Milano, 22100 Como, Italy, L-NESS, Physics Department, Politecnico di Milano, via Anzani 42, 22100, Como, Italy, L-NESS, Politecnico di Milano
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Georgios Katsaros
Institute of Science and Technology Austria, IST Austria, Institute of Science and Technology Austria (ISTA), 3400 Klosterneuburg, Austria, Institute of Science and Technology Austria, Am Campus 1, 3400 Klosterneuburg, Austria
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Daniel Jirovec
Delft University of Technology, Institute of Science and Technology Austria, Am Campus 1, 3400 Klosterneuburg, Austria
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Natalia Ares
University of Oxford
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Automating microscopy with machine learning: from object identification to hypothesis learning
ORAL · Invited
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Presenters
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Maxim Ziatdinov
Oak Ridge National Lab
Authors
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Maxim Ziatdinov
Oak Ridge National Lab
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Automated and autonomous scanning probe experiments for manipulating and measuring domain wall properties in ferroelectric thin films
ORAL
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Presenters
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Rama K Vasudervan
Oak Ridge National Laboratory, Oak Ridge National Lab
Authors
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Sai M Valleti
UT Bredesen Center for Interdisciplinary Research, Knoxville
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Yongtao Liu
Oak Ridge National Laboratory, Oak Ridge National Lab
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Bharat Pant
University of Texas, Arlington
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Shivaranjan Raghuraman
Oak Ridge National Laboratory
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Maxim Ziatdinov
Oak Ridge National Lab
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Jan-Chi Yang
National Cheng Kung University
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Ye Cao
University of Texas, Arlington
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Stephen Jesse
Oak Ridge National Lab, Oak Ridge National Laboratory, OAK RIDGE NATIONAL LABORATORY
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Sergei V Kalinin
University of Tennessee, University of Tennessee, Knoxville
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Rama K Vasudervan
Oak Ridge National Laboratory, Oak Ridge National Lab
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Designing Models for Autonomous Small-Angle Scattering Measurements of Industrial Soft Materials
ORAL
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Presenters
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Tyler B Martin
National Institute of Standards and Tech
Authors
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Tyler B Martin
National Institute of Standards and Tech
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Peter Beaucage
National Institute of Standards and Technology, National Institute of Standards and Tech
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A Bayesian optimized spectral recommender system with dynamic human-guided targets for physics discovery
ORAL
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Presenters
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Arpan Biswas
Oak Ridge National Lab
Authors
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Arpan Biswas
Oak Ridge National Lab
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Yongtao Liu
Oak Ridge National Laboratory, Oak Ridge National Lab
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Rama K Vasudervan
Oak Ridge National Laboratory, Oak Ridge National Lab
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Maxim Ziatdinov
Oak Ridge National Lab
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Updates to an MeV Ultrafast Electron Diffraction (MUED) System for Data Analysis and Control using Machine Learning
ORAL
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Presenters
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Trudy B Bolin
University of New Mexico
Authors
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Trudy B Bolin
University of New Mexico
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Salvador Sosa Guitron
University of New Mexico
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Aasma Aaslam
University of New Mexico
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Sandra G Biedron
University of New Mexico
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