Laura Lewis
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| title | conference | date |
|---|---|---|
| Learning the structure of open quantum systems | Summer Cluster Final Workshop 2026 | 2026-07-17 |
Provides efficient algorithms that recover unknown Lindbladians for k‑local, bounded‑degree and some long‑range models, achieving structure learning with total… | ||
| Improved Machine Learning Algorithm for Predicting Ground State Properties | Quantum Summer Cluster Workshop 2023 | 2023-07-10 |
A classical ML pipeline encodes geometric locality into a feature map, uses L1‑regularized regression (LASSO) plus classical shadows and proven bounds… | ||
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