activity
20192022
most citedPredicting tensorial molecular properties with equivariant machine-learning models

49 citations · 61 across the 8 of their papers we have counts for

collaborators

12 papers

cond-mat.mtrl-sci20223 cited

Spin-Phonon Relaxation in Magnetic Molecules: Theory, Predictions and Insights

Alessandro Lunghi

Magnetic molecules have played a central role in the development of magnetism and coordination chemistry and their study keeps leading innovation in cutting-edge scientific fields…

cond-mat.mtrl-sci202249 cited

Predicting tensorial molecular properties with equivariant machine-learning models

Vu Ha Anh Nguyen, Alessandro Lunghi

Embedding molecular symmetries into machine-learning models is key for efficient learning of chemico-physical scalar properties, but little evidence on how to extend the same strat…

cond-mat.mtrl-sci2021

Stiffness and atomic-scale friction in superlubricant MoS bilayers

Rui Dong, Alessandro Lunghi, Stefano Sanvito

By using ab-initio-accurate force fields and molecular dynamics simulations we demonstrate that the layer stiffness has profound effects on the superlubricant state of two-dimensio…

cond-mat.mtrl-sci2021

A complete ab initio view of Orbach and Raman spin-lattice relaxation in a Dysprosium coordination compound

Matteo Briganti, Fabio Santanni, Lorenzo Tesi +3

The unique electronic and magnetic properties of Lanthanides molecular complexes place them at the forefront of the race towards high-temperature single-ion magnets and magnetic qu…

cond-mat.mtrl-sci2020

Multiple Spin-Phonon Relaxation Pathways in a Kramer Single-Ion Magnet

Alessandro Lunghi, Stefano Sanvito

We present a first-principles investigation of spin-phonon relaxation in a molecular crystal of Co(II) single-ion magnets. Our study combines electronic structure calculations with…

cond-mat.mes-hall2020

The limit of spin lifetime in solid-state electronic spins

Alessandro Lunghi, Stefano Sanvito

The development of spin qubits for quantum technologies requires their protection from the main source of finite-temperature decoherence: atomic vibrations. Here we eliminate one o…