Niamh O'Neill

6PUBLICATIONS
87CO-AUTHORS
Computational chemistryTheoretical quantum chemistryDeep learningTransport properties and non-equilibrium processesCondensed matter modelling and density functional theory
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Publications (6)

|Nov 13, 2025
A foundation model for atomistic materials chemistry.

Ilyes Batatia, Philipp Benner, Yuan Chiang

|Nov 07, 2025
Towards Routine Condensed Phase Simulations with Delta-Learned Coupled Cluster Accuracy: Application to Liquid Water.

Niamh O'Neill, Benjamin X Shi, William J Baldwin

|Nov 22, 2024
Introduction to machine learning potentials for atomistic simulations.

Fabian L Thiemann, Niamh O'Neill, Venkat Kapil

|Oct 17, 2024
Crumbling crystals: on the dissolution mechanism of NaCl in water.

Niamh O'Neill, Christoph Schran, Stephen J Cox

|May 31, 2024
To Pair or not to Pair? Machine-Learned Explicitly-Correlated Electronic Structure for NaCl in Water.

Niamh O'Neill, Benjamin X Shi, Kara Fong

|Apr 09, 2024
The Interplay of Solvation and Polarization Effects on Ion Pairing in Nanoconfined Electrolytes.

Kara D Fong, Barbara Sumić, Niamh O'Neill

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