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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