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Quantum Computing research

Quantum computing foundations, algorithms and programming, error correction and hardware, post-quantum security, and where the industry stands.

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523 entries

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  • Journal article
  • Review status unknown

Researchers report GFlowNets cut quantum measurement costs for molecular simulations

Original title: Discrete Flow-Based Generative Models for Measurement Optimization in Quantum Computing

A study applies generative flow networks to group quantum measurements, reporting lower shot and gate counts than standard heuristics.

Isaac L. Huidobro-Meezs et al. · Added · Released Jan 2026

  • Conference paper
  • Review status unknown
  • From Amazon / AWS

A framework for validating quantum programs against changing hardware rules

Original title: Rule-based hardware-configurable static analysis for quantum programs

The authors describe SHARP, a rule-based static analysis tool that separates hardware rules from the validation engine for quantum programs.

Added · Released Aug 2025

  • Preprint
  • Not peer reviewed

Researchers benchmark neural networks for scalable quantum state tomography

Original title: Neural Network Architectures for Scalable Quantum State Tomography: Benchmarking and Memristor-Based Acceleration

A preprint compares seven neural network types for reconstructing quantum states and flags options suited to low-power hardware.

Erbing Hua et al. · Added · Released Jul 2025

  • Preprint
  • Not peer reviewed

Review argues AI helps quantum optimisation more than quantum helps AI

Original title: Beyond QAOA: A Review of AI and Quantum Computing for Adaptive Combinatorial Optimization

A preprint review of 119 papers finds AI consistently improves quantum optimisation pipelines, while the reverse direction stays mostly simulated.

Hoong Chuin LAU · Added

  • Journal article
  • Review status unknown

Researchers report improved rate-loss scaling for polarisation entanglement distribution

Original title: Improving the Rate-Loss Scaling in Polarization Entanglement Distribution using Single-Click Entanglement Swapping

A study reports a method using single-click entanglement swapping that improves how polarisation entanglement rates scale with channel loss.

Hikaru Shimizu et al. · Added · Released Aug 2025

  • Preprint
  • Not peer reviewed
  • From Google Quantum AI

Preprint proposes classical post-processing method to curb logical quantum errors

Original title: Measure Now, Mitigate Later: Virtual Error Cancellation for Logical Quantum Circuits

A preprint describes virtual error cancellation, a classical post-processing scheme that the authors say mitigates logical quantum errors using only syndrome data.

Added