activity
20232026
most citedA foundation model for atomistic materials chemistry

249 citations · 259 across the 10 of their papers we have counts for

collaborators

13 papers

physics.chem-ph2026

How Good Is DFT for Solid-Liquid Interfaces? A Comparison With the Random-Phase Approximation for Water on Graphene

Xavier R. Advincula, Yair Litman, Jiuyang Shi +3

Simulations of water at solid interfaces routinely disagree on basic properties, from contact angle to friction, depending on the model used, whether an empirical force field or a…

cond-mat.mes-hall2026

Strain-Dependent Wetting of Graphene

Darren Wayne Lim, Xavier R. Advincula, William C. Witt +3

Understanding how water wets graphene is critical for predicting and controlling its behaviour in nanofluidic, sensing, and energy applications. A key measure of wetting is the con…

physics.chem-ph2025

When Is Nanoconfined Water Different From Interfacial Water?

Xavier R. Advincula, Christoph Schran, Angelos Michaelides

Water behaves very differently at surfaces and under extreme confinement, but the boundary between these two regimes has remained unclear. Despite evidence that interfacial effects…

physics.chem-ph2025

Breaking the Air-Water Paradigm: Ion Behavior at Hydrophobic Solid-Water Interfaces

Xavier R. Advincula, Kara D. Fong, Yongkang Wang +4

Hydrophobic solid-water interfaces underpin processes in nanofluidics, electrochemistry, and energy technologies. Microscopic insights into these systems are often inferred from ou…

physics.chem-ph2025

Clay Edges Are Dynamic Proton-conducting Networks Modulated by Structure and pH

Yixuan Feng, Xavier R. Advincula, Hongwei Fang +1

Montmorillonite, a ubiquitous clay mineral, plays a vital role in geochemical and environmental processes due to its chemically complex edge surfaces. However, the molecular-scale…

physics.chem-ph2025★ 6 cited

How reactive is water at the nanoscale and how to control it?

Xavier R. Advincula, Yair Litman, Kara D. Fong +3

Nanoconfined water plays a key role in nanofluidics, electrochemistry, and catalysis, yet its reactivity remains a matter of debate. Prior studies have reported both enhanced and s…

physics.chem-ph2025

Nanoconfined superionic water is a molecular superionic

Samuel W. Coles, Amir Hajibabaei, Venkat Kapil +4

Superionic ice, where water molecules dissociate into a lattice of oxygen ions and a rapidly diffusing 'gas' of protons, represents an exotic state of matter with broad implication…

physics.chem-ph2025★ 1 cited

Spontaneous Surface Charging and Janus Nature of the Hexagonal Boron Nitride-Water Interface

Yongkang Wang, Haojian Luo, Xavier R. Advincula +14

Boron, nitrogen and carbon are neighbors in the periodic table and can form strikingly similar twin structures-hexagonal boron nitride (hBN) and graphene-yet nanofluidic experiment…

cond-mat.mtrl-sci2024

Nuclear quantum effects induce superionic proton transport in nanoconfined water

Pavan Ravindra, Xavier R. Advincula, Benjamin X. Shi +3

Recent work has suggested that nanoconfined water may exhibit superionic proton transport at lower temperatures and pressures than bulk water. Using first-principles-level simulati…

physics.chem-ph2024★ 1 cited

Protons accumulate at the graphene-water interface

Xavier R. Advincula, Kara D. Fong, Angelos Michaelides +1

Water's ability to autoionize into hydroxide and hydronium ions profoundly influences surface properties, rendering interfaces either basic or acidic. While it is well-established…

cond-mat.mtrl-sci2024★ 2 cited

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

Harveen Kaur, Flaviano Della Pia, Ilyes Batatia +6

Calculating sublimation enthalpies of molecular crystal polymorphs is relevant to a wide range of technological applications. However, predicting these quantities at first-principl…

physics.chem-ph2024★ 249 cited

A foundation model for atomistic materials chemistry

Ilyes Batatia, Philipp Benner, Yuan Chiang +85

Atomistic simulations of matter, especially those that leverage first-principles (ab initio) electronic structure theory, provide a microscopic view of the world, underpinning much…

cond-mat.stat-mech2023

Quasi-one-dimensional hydrogen bonding in nanoconfined ice

Pavan Ravindra, Xavier R. Advincula, Christoph Schran +2

The Bernal-Fowler ice rules stipulate that each water molecule in an ice crystal should form four hydrogen bonds. However, in extreme or constrained conditions, the arrangement of…