PVLDB 2026 Quantum Data ManagementAI in Data Lakes

QEC lake: Data Lake for AI-enhanced Quantum Error Correction

Aadi Patwardhan, Max de Groot, Andrei Ilinescu, Aditya Shankar, Yuandou Wang, Wenbo Sun, Floris Geerts, Rihan Hai

QEC Lake makes heterogeneous quantum error-correction datasets searchable and reusable for AI decoder training and benchmarking. It combines experimental-data ingestion, simulation, synthetic data generation, metadata management, and model-specific data preparation.

Published as a demo paper in PVLDB 19(12), pages 4574–4577 (2026).