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Thermal Efficiency of Quantum Memory Compression
Samuel P Loomis1, James P Crutchfield1
1Complexity Sciences Center and Physics Department, University of California at Davis, One Shields Avenue, Davis, California 95616, USA.
Physical Review Letters
|July 24, 2020
Summary
Quantum coherence enables memory-efficient classical process simulation. Quantizing classical simulators reduces memory and energy dissipation, offering significant advantages.
Area of Science:
- Quantum Physics
- Thermodynamics
- Computational Science
Background:
- Quantum coherence is a fundamental quantum mechanical property.
- Simulating classical processes using quantum systems can offer advantages.
- Single-shot quantum thermodynamics provides tools to analyze energy costs.
Purpose of the Study:
- To derive the minimal work cost rate for quantum simulators of classical processes.
- To compare the efficiency of quantum simulators with classical ones.
- To explore the benefits of quantum simulation for memory compression and reduced dissipation.
Main Methods:
- Utilizing recent results in single-shot quantum thermodynamics.
- Deriving a quasistatically attainable minimal work cost rate.
- Analyzing the limit of asymptotically infinite parallel simulation.
Main Results:
- Quantum coherence enables reduced-memory simulators for classical processes.
- Quantizing classical simulators leads to memory compression.
- Quantization results in reduced energy dissipation compared to classical regimes.
Conclusions:
- Quantum simulation offers a pathway to more efficient classical process simulation.
- The advantages of quantum simulation include memory compression and lower energy dissipation.
- This work quantifies the work cost and demonstrates the benefits across various examples.
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