activity
20172026
most citedA New Transferable Interatomic Potential for Molecular Dynamics Simulations of Borosilicate Glasses

182 citations · 533 across the 22 of their papers we have counts for

collaborators

23 papers

cond-mat.mtrl-sci2026

Vitrification-Devitrification Enables Tunable Photonic and Gas Sorption Properties of Zeolitic Imidazolate Frameworks

Zhencai Li, Zihao Wang, Minhyuk Kim +14

Zeolitic imidazolate framework (ZIF) glasses represent an emerging family of melt-quenched glasses, which exhibit immense potential for applications in gas separation, energy stora…

cond-mat.mtrl-sci2026

Uncovering the deformation mechanism of glasses during indentation through high-resolution X-ray scattering

M. Faizal Ussama Jalaludeen, Søren S. Sørensen, Johan F. S. Christensen +7

Indentation experiments can be used to mimic real-life damage events of glasses that lead to surface flaws and thus lower practical strength. Conventional indentation studies often…

cond-mat.mtrl-sci2026

Fast Isotropic Li-Ion Diffusion in Zeolitic Imidazolate Framework Glass Electrolytes for Batteries

Yong Li, Tao Du, Timothée Jamin +4

All-solid-state lithium batteries require solid electrolytes that combine rapid room-temperature ion transport with mechanical robustness and interfacial compatibility. Zeolitic im…

cond-mat.mtrl-sci2026

Local Structure Dictates Ionic Transport and Mechanical Properties in Glassy Solid Electrolytes for Lithium Batteries

Yong Li, Tao Du, Rasmus Christensen +7

Electrolytes composed of sulfide and halide glasses are promising candidates for all-solid-state lithium batteries owing to their processability, lack of grain boundaries, and rela…

cs.LG2026

AMGenC: Generating Charge Balanced Amorphous Materials

Yan Lin, Jilin Hu, N. M. Anoop Krishnan +1

Amorphous (disordered) materials are solids that have shown great potential in various domains, including energy storage, thermal management, and advanced materials. Unlike crystal…

cs.LG2026

AMShortcut: An Inference- and Training-Efficient Inverse Design Model for Amorphous Materials

Yan Lin, Jonas A. Finkler, Tao Du +2

Amorphous materials are solids that lack long-range atomic order but possess complex short- and medium-range order. Unlike crystalline materials that can be described by unit cells…

cond-mat.mtrl-sci2026

Connecting bond switching to fracture toughness of calcium aluminosilicate glasses

Sidsel Mulvad Johansen, Tao Du, Johan F. S. Christensen +5

Fracture toughness is a critical mechanical property of glasses, but a detailed understanding of its link to composition and structure is still missing. Here, focusing on the indus…

cond-mat.mtrl-sci2025

In situ mapping of indentation-induced densification and cracking in vitreous silica by nanofocus X-ray scattering

Johan F. S. Christensen, M. Faizal Ussama Jalaludeen, Søren S. Sørensen +9

The practical strength of oxide glasses is greatly reduced by surface flaws that form during processing and use. Instrumented indentation can mimic such real-life damage events and…

cond-mat.dis-nn2025

Transferable potential for molecular dynamics simulations of borosilicate glasses and structural comparison of machine learning optimized parameters

Kai Yang, Ruoxia Chen, Anders K. R. Christensen +4

The simulation of borosilicate glasses is challenging due to the composition and temperature dependent coordination state of boron atoms. Here, we present a newly developed machine…

cond-mat.dis-nn2025

Optimization of Transferable Interatomic Potentials for Glasses toward Experimental Properties

Ruoxia Chen, Kai Yang, Morten M. Smedskjaer +3

The accuracy of molecular simulations is fundamentally limited by the interatomic potentials that govern atomic interactions. Traditional potential development, which relies heavil…

cond-mat.mtrl-sci2025

Inverse Design of Amorphous Materials with Targeted Properties

Jonas A. Finkler, Yan Lin, Tao Du +2

Disordered (amorphous) materials, such as glasses, are emerging as promising candidates for applications within energy storage, nonlinear optics, and catalysis. Their lack of long-…

physics.optics2025

Zeolitic imidazolate framework glasses emit white light

Zhencai Li, Zihao Wang, Huotian Zhang +17

Zeolitic imidazolate framework (ZIF) glasses represent a newly emerged class of melt-quenched glasses, characterized by their intrinsic nanoporous structure, good processability, a…

cs.CY2025★ 3 cited

Autonomous Microscopy Experiments through Large Language Model Agents

Indrajeet Mandal, Jitendra Soni, Mohd Zaki +5

Large language models (LLMs) are revolutionizing self driving laboratories (SDLs) for materials research, promising unprecedented acceleration of scientific discovery. However, cur…

cond-mat.mtrl-sci2024

Disorder-induced enhancement of lithium-ion transport in solid-state electrolytes

Zhimin Chen, Tao Du, N. M. Anoop Krishnan +2

Enhancing the ion conduction in solid electrolytes is critically important for the development of high-performance all-solid-state lithium-ion batteries (LIBs). Lithium thiophospha…

cs.LG2023★ 2 cited

EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations

Vaibhav Bihani, Utkarsh Pratiush, Sajid Mannan +7

Equivariant graph neural networks force fields (EGraFFs) have shown great promise in modelling complex interactions in atomic systems by exploiting the graphs' inherent symmetries.…

cond-mat.mtrl-sci2023★ 2 cited

Glass Hardness: Predicting Composition and Load Effects via Symbolic Reasoning-Informed Machine Learning

Sajid Mannan, Mohd Zaki, Suresh Bishnoi +8

Glass hardness varies in a non-linear fashion with the chemical composition and applied load, a phenomenon known as the indentation size effect (ISE), which is challenging to predi…

cond-mat.mtrl-sci2019★ 25 cited

Revealing the Atomic Structure of Silicate Glasses by Force-Enhanced Atomic Refinement

Qi Zhou, Tao Du, Lijie Guo +2

Although experiments can offer some fingerprints of the atomic structure of glasses (coordination numbers, pair distribution function, etc.), atomistic simulations are often requir…

cond-mat.mtrl-sci2019★ 1 cited

Cooling Rate Effects on the Structure of 45S5 Bioglass: Computational and Experimental Evidence of Si--P Avoidance

Pratik Bhaskar, Yashasvi Maurya, Rajesh Kumar +10

Due to its ability to bond with living tissues upon dissolution, 45S5 bioglass and related compositions are promising materials for the replacement, regeneration, and repair of har…

cond-mat.mtrl-sci2018

Structural Dependence of Chemical Durability in Modified Aluminoborate Glasses

Nerea Mascaraque, Kacper Januchta, Kristine F. Frederiksen +3

Alkali and alkaline earth aluminoborate glasses feature high resistance to cracking under sharp contact loading compared to other oxide glasses. However, due to the high content of…

cond-mat.mtrl-sci2018★ 10 cited

Temperature-Modulated Differential Scanning Calorimetry Analysis of High-Temperature Silicate Glasses

Tobias K. Bechgaard, Ozgur Gulbiten, John C. Mauro +3

Differential scanning calorimetry (DSC) is one of the most versatile probes for silicate glasses, allowing determination of, e.g., transition temperatures (glass, crystallization,…

cond-mat.dis-nn2017★ 146 cited

Predicting the dissolution kinetics of silicate glasses using machine learning

N. M. Anoop Krishnan, Sujith Mangalathu, Morten M. Smedskjaer +3

Predicting the dissolution rates of silicate glasses in aqueous conditions is a complex task as the underlying mechanism(s) remain poorly understood and the dissolution kinetics ca…

cond-mat.dis-nn2017★ 182 cited

A New Transferable Interatomic Potential for Molecular Dynamics Simulations of Borosilicate Glasses

Mengyi Wang, N. M. Anoop Krishnan, Bu Wang +3

Borosilicate glasses are traditionally challenging to model using atomic scale simulations due to the composition and thermal history dependence of the coordination state of B atom…

cond-mat.mtrl-sci2017★ 162 cited

Cooling-Rate Effects in Sodium Silicate Glasses: Bridging the Gap between Molecular Dynamics Simulations and Experiments

Xin Li, Weiying Song, Kai Yang +7

Although molecular dynamics (MD) simulations are commonly used to predict the structure and properties of glasses, they are intrinsically limited to short time scales, necessitatin…