2 citations · 2 across the 2 of their papers we have counts for
3 papers
Identification of Solid-Electrolyte Interphase Species by Joint Characterization of Li-ion Battery Chemistry by Mass Spectrometry and Electro-Chemical Reaction Networks
Mona Abdelgaid, Oliver Hvidsten, Theo Sombret +10
The formation and stability of the solid electrolyte interphase (SEI) play a central role in determining the long-term performance and safety of modern electrochemical energy stora…
Distributed Reinforcement Learning for Molecular Design: Antioxidant case
Huanyi Qin, Denis Akhiyarov, Sophie Loehle +2
Deep reinforcement learning has successfully been applied for molecular discovery as shown by the Molecule Deep Q-network (MolDQN) algorithm. This algorithm has challenges when app…
STRIDE: Structure-guided Generation for Inverse Design of Molecules
Shehtab Zaman, Denis Akhiyarov, Mauricio Araya-Polo +1
Machine learning and especially deep learning has had an increasing impact on molecule and materials design. In particular, given the growing access to an abundance of high-quality…