Publications

Accurate and efficient machine learning interatomic potentials for finite temperature modelling of molecular crystals.
F Della Pia, BX Shi, V Kapil, A Zen, D Alfè, A Michaelides
Chemical science
(2025)
16
Systematic discrepancies between reference methods for noncovalent interactions within the S66 dataset
BX Shi, F Della Pia, YS Al-Hamdani, A Michaelides, D Alfè, A Zen
Journal of Chemical Physics
(2025)
162
Towards routine modelling of condensed phases with the accuracy of quantum Diffusion Monte Carlo
F Della Pia
(2025)
Data-efficient fine-tuning of foundational models for first-principles quality sublimation enthalpies
H Kaur, F Della Pia, I Batatia, XR Advincula, BX Shi, J Lan, G Csányi, A Michaelides, V Kapil
Faraday Discussions
(2025)
256
On the increase of the melting temperature of water confined in one-dimensional nano-cavities.
F Della Pia, A Zen, V Kapil, FL Thiemann, D Alfè, A Michaelides
The Journal of chemical physics
(2024)
161
How Accurate are Simulations and Experiments for the Lattice Energies of Molecular Crystals?
F Della Pia, A Zen, D Alfè, A Michaelides
Phys Rev Lett
(2024)
133
DMC-ICE13: Ambient and high pressure polymorphs of ice from diffusion Monte Carlo and density functional theory
F Della Pia, A Zen, D Alfè, A Michaelides
The Journal of Chemical Physics
(2022)
157
B1-B2 phase transition of ferropericlase at planetary interior conditions
F Della Pia, D Alfe
Physical Review B
(2022)
105

Postgraduate student

Telephone number

01223 336530 (shared)