Horton, Matthew
- MatterGen: a generative model for inorganic materials design
2023/12/06 by Claudio Zeni, Zeni, Claudio, Robert Pinsler +41 · 1 voice · 28 citations
Computer Science · Engineering · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence #cond-mat.mtrl-sci #cs.AI
- MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures
2024/05/08 by Han Yang, Chenxi Hu, Yang, Han +44 · 1 voice · 90 citations
Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Nuclear Physics and Applications #cond-mat.mtrl-sci
- Grain Boundary Properties of Elemental Metals
2019/07/21 by Hui Zheng, Xiangguo Li, Zheng, Hui +13 · 4 citations
Engineering · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Metal and Thin Film Mechanics #Microstructure and mechanical properties
- Plasmonic nanocavity modes: From near-field to far-field radiation
2019/10/05 by Kongsuwan, Nuttawut, Demetriadou, Angela, Horton, Matthew +3 · 3 citations
#FOS: Physical sciences #Optics (physics.optics)
- Probing the Limit of Heat Transfer in Inorganic Crystals with Deep Learning
2025/03/14 by Li, Jielan, Zekun Chen, Qian Wang +42 · 4 citations
Materials Science · #Advanced Thermoelectric Materials and Devices #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Thermal properties of materials
- Crystal Toolkit: A Web App Framework to Improve Usability and Accessibility of Materials Science Research Algorithms
2023/02/13 by Matthew Horton, Horton, Matthew, Jimmy‐Xuan Shen +43 · 1 citation
Computer Science · Decision Sciences · Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Research Data Management Practices #Scientific Computing and Data Management