Infrared spectroscopy data- and physics-driven machine learning for characterizing surface microstructure of complex materials

por Joshua L. Lansford, Dionisios G. Vlachos
Publicado 2020

Regularized machine learning on molecular graph model explains systematic error in DFT enthalpies

por Himaghna Bhattacharjee, Nikolaos Anesiadis, Dionisios G. Vlachos
Publicado 2021

Scaling relationships and theory for vibrational frequencies of adsorbates on transition metal surfaces

por Joshua L. Lansford, Alexander V. Mironenko, Dionisios G. Vlachos
Publicado 2017

Real-time dynamics and structures of supported subnanometer catalysts via multiscale simulations

por Yifan Wang, Jake Kalscheur, Ya-Qiong Su, Emiel J. M. Hensen, Dionisios G. Vlachos
Publicado 2021

Nickel supported on nitrogen-doped carbon nanotubes as hydrogen oxidation reaction catalyst in alkaline electrolyte

por Zhongbin Zhuang, Stephen A. Giles, Jie Zheng, Glen R. Jenness, Stavros Caratzoulas, Dionisios G. Vlachos, Yushan Yan
Publicado 2016

Durable and self-hydrating tungsten carbide-based composite polymer electrolyte membrane fuel cells

por Weiqing Zheng, Liang Wang, Fei Deng, Stephen A. Giles, Ajay K. Prasad, Suresh G. Advani, Yushan Yan, Dionisios G. Vlachos
Publicado 2017