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Hossein T. Dinani on Muck Rack

Hossein T. Dinani

As seen in: Physical Review B
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Articles

Temperature-Dependent Photophysics of Single NV Centers in Diamond

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By Hossein T. Dinani, Escuela De Ingeniería, Jodok Happacher, Juanita Bocquel
| Physical Review B
We present a comprehensive study of the temperature- and magnetic-field-dependent photoluminescence (PL) of individual NV centers in diamond, spanning the temperature-range from cryogenic to ambient conditions. We directly observe the emergence of the NV’s room-temperature effective excited-state structure and provide a clear explanation for a previously poorly understood broad quenching of NV PL at intermediate temperatures around 50 K, as well as the subsequent revival of NV PL.
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Kernel-based quantum regressor models learning non-Markovianity

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By Universidad Mayor, Vicerrectoria de Investigación, Diego Tancara, Hossein T. Dinani
| Physical Review B
Abstract Quantum machine learning is a growing research field that aims to perform machine learning tasks assisted by a quantum computer. Kernel-based quantum machine learning models are paradigmatic examples where the kernel involves quantum states, and the Gram matrix is calculated from the overlap between these states. With the kernel at hand, a regular machine learning model is used for the learning process.
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