Hilbert space-valued Gaussian processes, and quantum states

We offer new results and new directions in the study of operator-valued kernels and their factorizations. Our approach provides both more explicit realizations and new results, as well as new applications. These include: (i) an explicit covariance analysis for Hilbert space-valued Gaussian processes, (ii) optimization results for quantum gates (from quantum information), (iii) new results for positive operator-valued measures, and (iv) a new approach/result in inverse problems for quantum measurements.

Authors

Institutions

Publication Details

Journal
Journal of Mathematical Physics
Published
2025-05-01
DOI
https://doi.org/10.1063/5.0229971
Citations
3
Primary Topic
Quantum Mechanics and Applications
Type
article
Field-Weighted Citation Impact
3.74
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Hilbert space-valued Gaussian processes, and quantum states

Feng Tian, Palle E. T. Jørgensen
3 citations
Journal of Mathematical Physics
Quantum Mechanics and Applications
3.74
article

Hilbert space-valued Gaussian processes, and quantum states

Feng Tian, Palle E. T. Jørgensen
article en
3 citations

Abstract

We offer new results and new directions in the study of operator-valued kernels and their factorizations. Our approach provides both more explicit realizations and new results, as well as new applications. These include: (i) an explicit covariance analysis for Hilbert space-valued Gaussian processes, (ii) optimization results for quantum gates (from quantum information), (iii) new results for positive operator-valued measures, and (iv) a new approach/result in inverse problems for quantum measurements.

Journal of Mathematical PhysicsVol. 66(5)
University of Iowa (US), Annual Reviews (US)
Openalex Percentile: Top 8%
Quantum Mechanics and Applications
3.74
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.