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Fast generation of entanglement between coupled spins using optimization and deep learning methods
Coupled spins form composite quantum systems which play an important role in many
quantum technology applications, with an essential task often being the efficient generation …
quantum technology applications, with an essential task often being the efficient generation …
Taming quantum systems: A tutorial for using shortcuts-to-adiabaticity, quantum optimal control, and reinforcement learning
Precise manipulation of quantum effects at the atomic and nanoscale has become an
essential task in ongoing scientific and technological endeavours. Quantum control methods …
essential task in ongoing scientific and technological endeavours. Quantum control methods …
Artificial Intelligence for Quantum Computing
Artificial intelligence (AI) advancements over the past few years have had an unprecedented
and revolutionary impact across everyday application areas. Its significance also extends to …
and revolutionary impact across everyday application areas. Its significance also extends to …
Unconventional geometric quantum computation robust to residual crosstalk in a superconducting circuit
Y Hong, FF Cui, LN Ji, ZY Xue, T Chen - Physical Review Applied, 2024 - APS
Ongoing advancements in geometric quantum computation, including the continuous
refinement of evolution paths and the integration of optimal control techniques, have …
refinement of evolution paths and the integration of optimal control techniques, have …
TorchQC-A framework for efficiently integrating machine and deep learning methods in quantum dynamics and control
Abstract Machine learning has been revolutionizing our world over the last few years and is
also increasingly exploited in several areas of physics, including quantum dynamics and …
also increasingly exploited in several areas of physics, including quantum dynamics and …