Ultrafast dynamics of electrons and phonons: from the two-temperature model to the time-dependent Boltzmann equation

F Caruso, D Novko - Advances in Physics: X, 2022 - Taylor & Francis
The advent of pump-probe spectroscopy techniques paved the way to the exploration of
ultrafast dynamics of electrons and phonons in crystalline solids. Following photo-absorption …

Molecular simulation approaches to study crystal nucleation from solutions: Theoretical considerations and computational challenges

AR Finney, M Salvalaglio - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
Nucleation is the initial step in the formation of crystalline materials from solutions. Various
factors, such as environmental conditions, composition, and external fields, can influence its …

The first-principles phase diagram of monolayer nanoconfined water

V Kapil, C Schran, A Zen, J Chen, CJ Pickard… - Nature, 2022 - nature.com
Water in nanoscale cavities is ubiquitous and of central importance to everyday phenomena
in geology and biology. However, the properties of nanoscale water can be substantially …

Realistic phase diagram of water from “first principles” data-driven quantum simulations

SL Bore, F Paesani - Nature communications, 2023 - nature.com
Since the experimental characterization of the low-pressure region of water's phase diagram
in the early 1900s, scientists have been on a quest to understand the thermodynamic …

Theory of cross phenomena and their coefficients beyond Onsager theorem

ZK Liu - Materials Research Letters, 2022 - Taylor & Francis
Cross phenomena, representing responses of a system to external stimuli, are ubiquitous
from quantum to macro scales. The Onsager theorem is often used to describe them, stating …

Uncertainty estimation for molecular dynamics and sampling

G Imbalzano, Y Zhuang, V Kapil, K Rossi… - The Journal of …, 2021 - pubs.aip.org
Machine-learning models have emerged as a very effective strategy to sidestep time-
consuming electronic-structure calculations, enabling accurate simulations of greater size …

Data-efficient fine-tuning of foundational models for first-principles quality sublimation enthalpies

H Kaur, F Della Pia, I Batatia, XR Advincula… - Faraday …, 2025 - pubs.rsc.org
Calculating sublimation enthalpies of molecular crystal polymorphs is relevant to a wide
range of technological applications. However, predicting these quantities at first-principles …

Fast prediction of anharmonic vibrational spectra for complex organic molecules

M Miotto, L Monacelli - npj Computational Materials, 2024 - nature.com
Interpreting Raman and IR vibrational spectra in complex organic molecules lacking
symmetries poses a formidable challenge. In this study, we propose an innovative approach …

Anharmonic lattice dynamics via the special displacement method

M Zacharias, G Volonakis, F Giustino, J Even - Physical Review B, 2023 - APS
On the basis of the self-consistent phonon theory and the special displacement method, we
develop an approach for the treatment of anharmonicity in solids. We show that this …

Nuclear quantum effects on the electronic structure of water and ice

ML Berrens, A Kundu… - The Journal of …, 2024 - ACS Publications
The electronic properties and optical response of ice and water are intricately shaped by
their molecular structure, including the quantum mechanical nature of the hydrogen atoms …