Non-Markovian Memory Strength Bounds Quantum Process Recoverability
arXiv:1907.12583 · doi:10.1038/s41534-021-00481-4
Abstract
Generic non-Markovian quantum processes have infinitely long memory, implying an exact description that grows exponentially in complexity with observation time. Here, we present a finite memory ansatz that approximates (or recovers) the true process with errors bounded by the strength of the non-Markovian memory. The introduced memory strength is an operational quantity and depends on the way the process is probed. Remarkably, the recovery error is bounded by the smallest memory strength over all possible probing methods. This allows for an unambiguous and efficient description of non-Markovian phenomena, enabling compression and recovery techniques pivotal to near-term technologies. We highlight the implications of our results by analyzing an exactly solvable model to show that memory truncation is possible even in a highly non-Markovian regime.
8 pages, 7 pages of appendices, 5 figures. Close to the published version
References in corpus (24)
- Quantum Non-Markovianity: Characterization, Quantification and Detection
- Quantum Circuits Architecture
- Transforming quantum operations: quantum supermaps
- Operational Markov condition for quantum processes
- Quantum stochastic processes and quantum non-Markovian phenomena
- Exploiting the causal tensor network structure of quantum processes to efficiently simulate non-Markovian path integrals
- Demonstration of non-Markovian process characterisation and control on a quantum processor
- Completely Positive Divisibility Does Not Mean Markovianity
- Machine learning non-Markovian quantum dynamics
- Non-Markovian Quantum Process Tomography
- Repeated interactions and quantum stochastic thermodynamics at strong coupling
- Simulation complexity of open quantum dynamics: Connection with tensor networks
- An introduction to operational quantum dynamics
- Classical quantum stochastic processes
- Tensor network based machine learning of non-Markovian quantum processes
- Positivity in the presence of initial system-environment correlation
- Randomized benchmarking for non-Markovian noise
- Experimental Demonstration of Instrument-specific Quantum Memory Effects and Non-Markovian Process Recovery for Common-Cause Processes
- Quantum Markovianity as a supervised learning task
- Markovianization with approximate unitary designs
- Stochastic thermodynamics with arbitrary interventions
- Non-Markovianity, information backflow and system-environment correlation for open-quantum-system processes
- Equilibration on average in quantum processes with finite temporal resolution
- Memory Effects in Quantum Processes
Cited by in corpus (6)
- Relaxation of Multitime Statistics in Quantum Systems
- Equilibration of Multitime Quantum Processes in Finite Time Intervals
- Towards a general framework of Randomized Benchmarking incorporating non-Markovian Noise
- Hidden Quantum Memory: Is Memory There When Somebody Looks?
- Connecting Commutativity and Classicality for Multi-Time Quantum Processes
- Quantum non-Markovianity elusive to interventions