Strategies and Software for Machine Learning Accelerated Discovery in Transition Metal Chemistry

Machine learning the electronic structure of open shell transition metal complexes presents unique challenges, including robust and automated data set generation. Here, we introduce tools that simplify data acquisition from density functional theory (DFT) and validation of trained machine learning m...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Nandy, Aditya, Duan, Chenru, Janet, Jon Paul, Gugler, Stefan O, Kulik, Heather Janine
अन्य लेखक: Massachusetts Institute of Technology. Department of Chemical Engineering
स्वरूप: लेख
भाषा:English
प्रकाशित: American Chemical Society 2019
ऑनलाइन पहुंच:https://hdl.handle.net/1721.1/122820