!QCE2024(6)
NASAのEleanor Rieffel．NASAのQuantumの取組から，Qunatum-inspiredアルゴリズムの話へ，と．
最後は，[Real-time decoding and control of fault-tolerant systems|https://8277395.hs-sites.com/qblox-workshop-real-time-decoding-and-control-of-fault-tolerant-systems]に参加．


日本との打合せのために3時に起床したので，ちょっと辛い一日．

!一言メモ
* Assessing and Advancing the Potential of Quantum Computing: A NASA Case Study - https://arxiv.org/abs/2406.15601
* Quantum Proofs for Classical Theorems - https://arxiv.org/abs/0910.3376
** Quantum-inspired classical algorithms and hardware
* PySA: Fast Simulated Annealing in Native Python - https://github.com/nasa/pysa
* Classical and Quantum Distributed Algorithms for the Survivable Network Design Problem - https://arxiv.org/abs/2404.10748
* HybridQ: A Hybrid Simulator for Quantum Circuits - https://github.com/nasa/hybridq
* A "thoughtful" Local Friendliness no-go theorem: a prospective experiment with new assumptions to suit - https://arxiv.org/abs/2209.08491
* Can AI Save Schrödinger’s Cat? - https://www.scientificamerican.com/article/can-ai-save-schroedingers-cat/
* FPGA-based Distributed Union-Find Decoder for Surface Codes - https://arxiv.org/abs/2406.08491
* Spatially parallel decoding for multi-qubit lattice surgery - https://arxiv.org/abs/2403.01353
* Quantum error correction below the surface code threshold - https://arxiv.org/abs/2408.13687
* Suppressing quantum errors by scaling a surface code logical qubit - https://www.nature.com/articles/s41586-022-05434-1
* Data for "Quantum error correction below the surface code threshold" - https://zenodo.org/records/13273331 https://doi.org/10.5281/zenodo.13273331
* Efficient near-optimal decoding of the surface code through ensembling - https://arxiv.org/abs/2401.12434
* Improved accuracy for decoding surface codes with matching synthesis - https://arxiv.org/abs/2408.12135
* Learning to Decode the Surface Code with a Recurrent, Transformer-Based Neural Network - https://arxiv.org/abs/2310.05900
** speed: currently ~25us@d=5, training cost: scales very quickly with distance
* Optimization of decoder priors for accurate quantum error correction - https://arxiv.org/abs/2406.02700
* Promatch: Extending the Reach of Real-Time Quantum Error Correction with Adaptive Predecoding - https://dl.acm.org/doi/abs/10.1145/3620666.3651339 https://arxiv.org/abs/2404.03136