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Introduction to MLQ2021 by the organisers
Q#1 (tutorial)
Quantum sensing with nitrogen-vacancy centres in diamond.
Alex Retzker (The Hebrew University of Jerusalem – Israel)
Q#1 (tutorial): Parameter estimation, the quantum way:
theory and application of quantum estimation.
Chris Ferrie (University of Technology, Sydney – Australia)
Q#1 (invited):
Parallel detection and spatial mapping of large nuclear spin clusters.
Christian Degen (Department of Physics, ETH Zurich – Switzerland)
Q#1: Quantum-enhanced barcode decoding and pattern recognition.
Leonardi Banchi (University of Florence, Italy)
Q#1: A neural network based approach to efficient inference
of the qubit noise environment
David Wise (University College London, UK)
Q#1: Environment induced non-classical measurement statistics
of a quantum sensor.
Durga Dasari (University of Stuttgart, Germany)
Q#1 (invited): Neural-network-enhanced parameter estimation
exploiting classification and regression.
Luca Pezze’ (INO-CNR and LENS, Florence – Italy)
Q#1: Q&A with Chris Ferrie (University of Technology, Sydney – Australia)
Break 13:40-14:10
Break 15:10-16:30
Break 18:05-19:30
GMT: 12:10-13:40
CET: 13:10-14:40
EST: 07:10-08:40
PST: 04:10-05:40
CST: 20:10-21:40
AEDT: 23:10-00:40(+1)
GMT: 14:10-15:10
CET: 15:10-16:10
EST: 9:10-10:10
PST: 06:10-07:10
CST: 22:10-23:10
AEDT(+1): 01:10-02:10
GMT: 16:30-17:15
CET: 17:30-18:15
EST: 11:30-12:15
PST: 08:30-09:15
CST (+1): 00:30-01:15
AEDT(+1): 03:30-04:15
GMT: 17:15-17:40
CET: 18:15-18:40
EST: 12:15-12:40
PST: 09:15-09:40
CST (+1): 01:15-01:40
AEDT(+1): 04:15-04:40
GMT: 17:40-18:05
CET: 18:40-19:05
EST: 12:40-13:05
PST: 09:40-10:05
CST (+1): 01:40-02:05
AEDT(+1):04:40-05:05
GMT: 19:30-19:55
CET: 20:30-20:55
EST: 14:30-1:55
PST: 11:30-11:55
CST (+1): 03:30-03:55
AEDT(+1): 06:30-06:55
GMT: 20:00-20:45
CET: 21:00-21:45
EST: 15:00-15:45
PST: 12:00-12:45
CST (+1): 04:00-04:45
AEDT(+1): 07:00-07:45
Monday 1st
GMT: 20:45-21:15
CET: 21:45-22:15
EST: 15:45-16:15
PST: 12:45-13:15
CST(+1): 04:45-05:15
AEDT(+1): 07:45-08:15
GMT/London: 12:00-12:10
CET/Berlin: 13:00-13:10
EST/Boston: 07:00-08:10
PST/Los Angeles: 04:00-04:10
CST/Beijing: 20:00-20:10
AEDT/Sydney: 23:00-23:10
Accelerating AI with NVIDIA end-to-end solutions
Industrial Talk
Asher Fredman (NVIDIA)
Q#2 (tutorial): An introduction to quantum computing with superconducting
circuits and the main challenges to their scalability.
Leonardo DiCarlo (QuTech, Delft – the Netherlands)
Q#2 (tutorial): Automatic Parameter Tuning via Heuristic Search.
Timo Kötzing (Hasso Plattner Institute, Potsdam – Germany)
Poster Session.
Q#2 (invited): Ray-based framework for tuning quantum dot devices:
Two dots and beyond.
Justyna P. Zwolak (NIST, Gaithersburg – USA)
Q#2: Machine-learning tools for rapid control, calibration and
characterization of QPUs and other quantum devices.
Shai Machnes (Saarland University and Forschungszentrum Jülich – Germany)
Q#2:Characterization of atomic qubits in silicon by machine learning.
Muhammad Usman (University of Melbourne – Australia)
Break 11:30-12:00
Break 13:30-14:00
Break 17:30-17:45
GMT: 17:45-18:30
CET: 18:45-19:30
EST: 12:45-13:30
PST: 09:45-10:30
CST(+1): 01:45-02:30
AEDT(+1): 04:45-05:30
GMT: 18:30-18:55
CET: 19:30-19:55
EST: 13:30-13:55
PST: 10:30-10:55
CST(+1): 02:30-02:55
AEDT(+1): 05:30-05:55
GMT: 18:55-19:20
CET: 19:55-20:20
EST: 13:55-14:20
PST: 10:55-11:20
CST(+1): 02:55-03:20
AEDT(+1): 05:55-06:20
Tuesday 2nd
GMT/London: 10:45-11:30
CET/Berlin: 11:45-12:30
EST/Boston: 05:45-06:30
PST/Los Angeles: 02:45-03:30
CST/Beijing: 18:45-19:30
AEDT/Sydney: 21:45-22:30
GMT: 12:00-13:30
CET: 13:00-14:30
EST: 07:00-08:30
PST: 04:00-05:30
CST: 20:00-21:30
AEDT: 23:00-00:30(+1)
GMT: 15:30-17:30
CET: 16:30-18:30
EST: 10:30-12:30
PST: 07:30-09:30
CST: 23:30-01:30(+1)
AEDT(+1): 02:30-04:30
GMT: 14:00-15:30
CET: 15:00-16:30
EST: 09:00-10:30
PST: 06:00-07:30
CST: 22:00-23:30
AEDT(+1): 01:00-02:30
Q#1 (invited)
Atomic-scale imaging of nuclear spins with a quantum sensor.
Tim Taminiau (QuTech, Delft – the Netherlands)
Q#1: Deep Learning Enhanced Individual Nuclear-Spin Detection in Diamond
Kyunghoon Jung (Seoul National University, Korea)
Q#1: Smart Quantum Sensors:
Neural-Network Heuristics for Adaptive Bayesian Quantum Estimation.
Lukas J Fiderer (University of Nottingham, UK)
Q#1: Efficient Sensing for Experiments with Limited Prior Knowledge
and Total Sensing Time.
Kirill Streltsov (University of Ulm, Germany)
Q#3 (tutorial):
There is no time for science as usual: Materials Acceleration Platforms
Alan Aspuru-Guzik (University of Toronto)
Q#3 (tutorial)
Variational Quantum Eigensolvers.
Sophia Economou (VirginiaTech – USA)
Break 16:30-17:00
Break 13:10-13:30
Break 14:20-15:00
GMT: 12:45-13:10
CET: 13:45-14:10
EST: 07:45-08:10
PST: 04:45-05:10
CST: 20:45-21:10
AEDT: 23:45-00:10(+1)
GMT: 13:30-13:55
CET: 14:30-14:55
EST: 08:30-08:55
PST: 05:30-05:55
CST: 21:30-21:55
AEDT(+1): 00:30-00:55
GMT: 13:55-14:20
CET: 14:55-15:20
EST: 08:55-9:20
PST: 05:55-06:20
CST: 21:55-22:20
AEDT(+1): 00:55-01:20
GMT: 15:00-16:30
CET: 16:00-17:30
EST: 10:00-11:30
PST: 07:00-08:30
CST: 23:00-00:30 (+1)
AEDT(+1): 02:00-03:30
GMT: 17:00-18:30
CET: 18:00-29:30
EST: 13:00-14:30
PST: 09:00-10:30
CST(+1): 01:00-02:30
AEDT(+1): 04:00-05:30
Wednesday 3rd
GMT/London: 12:00-12:45
CET/Berlin: 13:00-13:45
EST/Boston: 07:00-07:45
PST/Los Angeles: 04:00-04:45
CST/Beijing: 20:00-20:45
AEDT/Sydney: 23:00-23:45
Q#2 (invited)
Machine learning for automating quantum dot qubit operations.
Hendrik Bluhm (RWTH Aachen University – Germany)
Q#2: Automatic virtual voltage extraction of a 2xN array of
quantum dots with machine learning.
Giovanni Oakes (University of Cambridge – UK)
Q#2: Machine learning enables completely automatic tuning of a
quantum device faster than human experts.
Dominic T Lennon (University of Oxford – UK)
Quantum Orchestration: Integrated hardware and software for design and
execution of complex quantum control protocols.
Industry Talks
Yonathan Cohen (Quantum Machines)
Q#2 (invited)
Automated control and characterization of quantum devices.
Eliška Greplová (Technical University of Delft, the Netherlands)
Q#2: Booting a quantum computer:
A QUA-based graph framework for automatic qubit calibration.
Gal Winer (Quantum Machines – Israel)
Q#2: Classification of multimode states through artificial neural networks.
Valeria Cimini (Universita’ degli Studi Roma Tre – Italy)
Break 16:35-17:00
Break 14:45-15:00
GMT: 13:10-13:35
CET: 14:10-14:35
EST: 08:10-08:35
PST: 05:10-05:35
CST: 21:10-21:35
AEDT(+1): 00:10-00:35
GMT: 14:00-14:45
CET: 15:00-15:45
EST: 09:00-09:45
PST: 06:00-06:45
CST: 22:00-22:45
AEDT(+1): 01:00-01:45
GMT: 15:00-15:45
CET: 16:00-16:45
EST: 10:00-10:45
PST: 07:00-07:45
CST: 23:00-23:45
AEDT(+1): 02:00-02:45
GMT: 15:45-16:10
CET: 16:45-17:10
EST: 10:45-11:10
PST: 07:45-08:10
CST: 23:45-00:10(+1)
AEDT(+1): 02:45-03:10
GMT: 16:10-16:35
CET: 17:10-17:35
EST: 11:10-11:35
PST: 08:10-08:35
CST(+1): 00:10-00:35
AEDT(+1): 03:10-03:35
Thursday 4th (cont.)
Thursday 4th
GMT/London: 12:00-12:45
CET/Berlin: 13:00-13:45
EST/Boston: 07:00-07:45
PST/Los Angeles: 04:00-04:45
CST/Beijing: 20:00-20:45
AEDT/Sydney: 23:00-23:45
GMT: 12:45-13:10
CET: 13:45-14:10
EST: 07:45-08:10
PST: 04:45-05:10
CST: 20:45-21:10
AEDT: 23:45-00:10(+1)
Break 13:35-14:00
Q#3 (invited): Probing the role of learning in computational chemistry
with a quantum computation perspective.
Jarrod McClean (Google Quantum Artificial Intelligence Lab)
Q#3: Natural Evolutionary Strategies for Variational Quantum Computation.
Abhinav Anand (University of Toronto – Canada)
GMT: 17:00-17:45
CET: 18:00-18:45
EST: 12:00-12:45
PST: 09:00-09:45
CST(+1): 01:00-01:45
AEDT(+1): 04:00-04:45
GMT: 17:45-18:10
CET: 18:45-19:10
EST: 12:45-13:10
PST: 09:45-10:10
CST(+1): 01:45-02:10
AEDT(+1): 04:45-05:10
Q#3 (invited): The power of quantum neural networks.
Min-Hsiu Hsieh (University of Technology Sydney – Australia)
Q#3: Variable Ansatz VQE: a semi-agnostic approach.
Matias Bilkis (Autonomous University of Barcelona – Spain)
Q#3: Accurate Simulation of Quantum Chemistry on Quantum Computers
Integrated with Neural Networks.
Bryce Fuller (IBM Quantum – USA)
Q#3: Reconstructing quantum states with generative models
Roger Melko (Department of Physics & Astronomy, University of Waterloo – Canada)
Q#1: Improving Quantum Sensing with Variational Methods
Johannes Jakob Meyer (Freie Universität Berlin, Germany)
Q#1: Real-time calibration of coherent-state receivers:
learning by trial and error.
Matteo Rosati (Universitat Autonoma de Barcelona, Spain)
Conclusions and poster prizes announcement
Break 13:35-14:00
Friday 5th
GMT/London: 12:00-12:45
CET/Berlin: 13:00-13:45
EST/Boston: 07:00-07:45
PST/Los Angeles: 04:00-04:45
CST/Beijing: 20:00-20:45
AEDT/Sydney: 23:00-23:45
GMT: 12:45-13:10
CET: 13:45-14:10
EST: 07:45-08:10
PST: 04:45-05:10
CST: 20:45-21:10
AEDT: 23:45-00:10(+1)
GMT: 13:10-13:35
CET: 14:10-14:35
EST: 08:10-08:35
PST: 05:10-05:35
CST: 21:10-21:35
AEDT(+1): 00:10-00:35
GMT: 14:00-14:45
CET: 15:00-15:45
EST: 09:00-09:45
PST: 06:00-06:45
CST: 22:00-22:45
AEDT(+1): 01:00-01:45
GMT: 14:45-15:10
CET: 15:45-16:10
EST: 09:45-10:10
PST: 06:45-07:10
CST: 22:45-23:10
AEDT(+1): 01:45-02:10
GMT: 15:10-15:35
CET: 16:10-16:35
EST: 10:10-10:35
PST: 07:10-07:35
CST: 23:10-23:35
AEDT(+1): 02:10-02:35
GMT: 15:35-16:00
CET: 16:35-17:00
EST: 10:35-11:00
PST: 07:35-08:00
CST: 23:35-00:00
AEDT(+1): 02:35-03:00
