no code implementations • 5 Jan 2021 • Ian E. Jacobs, Gabriele D'Avino, Yue Lin, Vincent Lemaur, Yuxuan Huang, Xinglong Ren, Dimitrios Simatos, William Wood, Chen Chen, Thomas Harrelson, Tarig Mustafa, Christopher A. O'Keefe, Leszek Spalek, Dion Tjhe, Martin Statz, Lianglun Lai, Peter A. Finn, William G. Neal, Joseph Strzalka, Christian B. Nielsen, Jin-Kyun Lee, Stephen Barlow, Seth R. Marder, Iain McCulloch, Simone Fratini, David Beljonne, Henning Sirringhaus
Doped organic semiconductors are critical to emerging device applications, including thermoelectrics, bioelectronics, and neuromorphic computing devices.
Materials Science
1 code implementation • 21 Oct 2019 • John Armitage, Leszek J. Spalek, Malgorzata Nguyen, Mark Nikolka, Ian E. Jacobs, Lorena Marañón, Iyad Nasrallah, Guillaume Schweicher, Ivan Dimov, Dimitrios Simatos, Iain McCulloch, Christian B. Nielsen, Gareth Conduit, Henning Sirringhaus
In the majority of molecular optimization tasks, predictive machine learning (ML) models are limited due to the unavailability and cost of generating big experimental datasets on the specific task.