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

par Joshua L. Lansford, Dionisios G. Vlachos
Publié 2020

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

par Himaghna Bhattacharjee, Nikolaos Anesiadis, Dionisios G. Vlachos
Publié 2021

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

par Joshua L. Lansford, Alexander V. Mironenko, Dionisios G. Vlachos
Publié 2017

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

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

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

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

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

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