output
20122026
most citedAI for Next Generation Computing: Emerging Trends and Future Directions

681 citations

Showing cond-mat.mtrl-sciShow all

7 papers · 1 filter

cond-mat.mtrl-sci2025

Machine Learning Enabled Graph Analysis of Particulate Composites: Application to Solid-state Battery Cathodes

Zebin Li, Shimao Deng, Yijin Liu +1

Particulate composites underpin many solid-state chemical and electrochemical systems, where microstructural features such as multiphase boundaries and inter-particle connections s…

cond-mat.mtrl-sci2025★ 8 cited

Machine Learning Potentials for Alloys: A Detailed Workflow to Predict Phase Diagrams and Benchmark Accuracy

Siya Zhu, Doguhan Sariturk, Raymundo Arroyave

High-entropy alloys (HEAs) have attracted increasing attention due to their unique structural and functional properties. In the study of HEAs, thermodynamic properties and phase st…

cond-mat.mtrl-sci2024★ 13 cited

Illustrating an Effective Workflow for Accelerated Materials Discovery

Mrinalini Mulukutla, A. Nicole Person, Sven Voigt +26

Algorithmic materials discovery is a multi-disciplinary domain that integrates insights from specialists in alloy design, synthesis, characterization, experimental methodologies, c…

cond-mat.mtrl-sci2023★ 27 cited

An extreme value statistics model of heterogeneous ice nucleation for quantifying the stability of supercooled aqueous systems

Anthony N. Consiglio, Yu Ouyang, Matthew J. Powell-Palm +1

The propensity of water to remain in a metastable liquid state at temperatures below its equilibrium melting point holds significant potential for cryopreserving biological materia…

cond-mat.mtrl-sci2023★ 15 cited

Discrete One-dimensional Models for the Electromomentum Coupling

Kevin Muhafra, Michael R. Haberman, Gal Shmuel

Willis dynamic homogenization theory revealed that the effective linear momentum of elastic composites is coupled to their effective strain. % This result, which is partially due t…

cond-mat.mtrl-sci2022★ 5 cited

Light-driven C-H bond activation mediated by 2D transition metal dichalcogenides

Jingang Li, Di Zhang, Zhongyuan Guo +17

C-H bond activation enables the facile synthesis of new chemicals. While C-H activation in short-chain alkanes has been widely investigated, it remains largely unexplored for long-…

cond-mat.mtrl-sci2021★ 1 cited

Transient Hydrodynamic Lattice Cooling by Picosecond Laser Irradiation of Graphite

Jihoon Jeong, Xun Li, Sangyeop Lee +2

Recent theories and experiments have suggested hydrodynamic phonon transport features in graphite at unusually high temperatures. Here, we report a pico-second pump-probe thermal r…