Marc-Antoine Roux

ORCID: 0000-0001-7976-9661
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About
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Research Areas
  • Advanced Memory and Neural Computing
  • Quantum and electron transport phenomena
  • Ferroelectric and Negative Capacitance Devices
  • Semiconductor materials and devices
  • Advancements in Semiconductor Devices and Circuit Design
  • Atomic and Subatomic Physics Research
  • Semiconductor Quantum Structures and Devices
  • Cultural Heritage Materials Analysis
  • Building materials and conservation
  • Molecular spectroscopy and chirality
  • Advanced Thermodynamics and Statistical Mechanics
  • Conservation Techniques and Studies
  • Diamond and Carbon-based Materials Research
  • Molecular Junctions and Nanostructures
  • Electronic and Structural Properties of Oxides

Université de Sherbrooke
2021-2023

A key challenge in scaling quantum computers is the calibration and control of multiple qubits. In solid-state dots, gate voltages required to stabilize quantized charges are unique for each individual qubit, resulting a high-dimensional parameter space that must be tuned automatically. Machine learning techniques capable processing data - provided an appropriate training set available have been successfully used autotuning past. this paper, we develop extremely small feed-forward neural...

10.1088/2632-2153/ac34db article EN cc-by Machine Learning Science and Technology 2021-11-23

Current quantum systems based on spin qubits are controlled by classical electronics located outside the cryostat. This approach creates a major wiring bottleneck, which is one of main roadblocks toward scalable computers. Thus, we propose memristor-based programmable dc source that can perform biasing dots (QDs) inside novel cryogenic would enable to control applied voltage electrostatic gates programming resistance memristors, thus storing in latter appropriate conditions form QDs. In this...

10.1109/ted.2023.3244133 article EN cc-by IEEE Transactions on Electron Devices 2023-02-20

"On the production of ozone by means a platinum wire made incandescent an electric current." The London, Edinburgh, and Dublin Philosophical Magazine Journal Science, 19(128), p. 403

10.1080/14786446008642883 article EN The London Edinburgh and Dublin Philosophical Magazine and Journal of Science 1860-05-01

Current quantum systems based on spin qubits are controlled by classical electronics located outside the cryostat at room temperature. This approach creates a major wiring bottleneck, which is one of main roadblocks toward truly scalable computers. Thus, we propose memristor-based programmable DC source that could be used to perform biasing dots inside (i.e. in-situ). novel cryogenic would enable control applied voltage electrostatic gates programming resistance memristors, thus storing in...

10.48550/arxiv.2203.07107 preprint EN other-oa arXiv (Cornell University) 2022-01-01
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