Differentiable Physical Framework Optimises MRS Spin States for Enhanced In Vivo Spectroscopy

AI-driven framework embeds Liouville-von Neumann eq. for gradient-based RF pulse optimisation in MRS. Engineered mixed spin states yield 1.7× signal vs. in-phase baseline; Glutamate/Glutamine successfully resolved in living human brain at 3T.

#SpinDynamics #MagneticResonance #News

Light-Activated Qubit Coupling in a Vanadyl Porphyrin Trimer Molecules provide a modular and chemically tunable platform for quantum information science. In recent years, significant advances have been made in enabling optical spin initialization, coherent cont...

In our new Journal of the American Chemical Society work, we demonstrate photons activating spin exchange between molecular qubits on sub-ps timescales.
Glad to contribute to computational modelling of excited-state exchange interactions.
#molecularqubits #spindynamics pubs.acs.org/doi/10.1021/...