5 papers
Path Integral Methods in Atomistic Modelling: An Introduction
Michele Ceriotti, David E. Manolopoulos, Thomas E. Markland +1
This book provides an introduction to path integral methods and their application to modeling atomistic processes. The book covers both the foundational theory and recently develop…
Explaining Principles of Tip-Enhanced Raman Images with Ab Initio Modeling
Krystof Brezina, Yair Litman, Mariana Rossi
Tip-enhanced Raman spectroscopy (TERS) is a powerful method for imaging vibrational motion and chemically characterizing surface-bound systems. Theoretical simulations of TERS imag…
Hexagonal ice density dependence on inter atomic distance changes due to nuclear quantum effects
Lucas T. S. de Miranda, Márcio S. Gomes-Filho, Mariana Rossi +2
Hexagonal ice (), the most common structure of ice, displays a variety of fascinating properties. Despite major efforts, a theoretical description of all its properties i…
Non-Markovian Effects in Quantum Rate Calculations of Hydrogen Diffusion with Electronic Friction
George Trenins, Mariana Rossi
We address the challenge of incorporating non-Markovian electronic friction effects in quantum-mechanical approximations of dynamical observables. A generalized Langevin equation (…
Learning the Electrostatic Response of the Electron Density through a Symmetry-Adapted Vector Field Model
Mariana Rossi, Kevin Rossi, Alan M. Lewis +2
A current challenge in atomistic machine learning is that of efficiently predicting the response of the electron density under electric fields. We address this challenge with symme…