3 papers
quant-ph2026
Physics-Based versus Data-Driven Classification of Single-Photon Quantum Emitters from Sparse Autocorrelation Data
Nhat Minh Nguyen, Md Shakhawath Hossain, Duc Anh Ngo +4
Identifying single photon emitters from large, inhomogeneous candidate populations is key to realizing many quantum applications. This requires measuring the emitters second order…
cond-mat.mtrl-sci2026
Data-Driven Review and Machine Learning Prediction of Diamond Vacancy Center Synthesis
Zhi Jiang, Marco Peres, Carlo Bradac +1
Diamond and diamond color centers have become prime hardware candidates for solid state-based technologies in quantum information and computing, optics, photonics and (bio)sensing.…
cond-mat.mtrl-sci2025
Machine Learning Based Optical Thermometry Using Photoluminescence and Raman Spectra of Diamonds Containing SiV Centers
Md Shakhawath Hossain, Dylan G. Stone, G. Landry +3
Micro- and nanothermometry enable precise temperature monitoring and control at the micro- and nanoscale, and have become essential diagnostic tools in applications ranging from hi…