Great @CMU_Chem collaboration! Proton-coupled electron transfer (PCET) mediated by hydroquinone and related molecules is key to natural and artificial energy conversion. The reactivity of these molecules depends on their bond dissociation free energy (BDFE), but studying the relationship between structure and thermochemistry across chemical space has been limited by computational expense. Here, we present the first use of the AIMNet2 neural network potential to calculate average BDFE (BDFEavg) values for the 2H+/2e− dehydrogenation of about 200,000 hydroquinone-like compounds, including vicinal diamines, diols, and dithiols. #compchem
First preprint from our lab in collaboration with @olexandr : Machine Learning-Accelerated Screening of Hydroquinone Analogs for Proton-Coupled Electron Transfer | ChemRxiv - https://t.co/Bz6qw1beh6 Enjoy!!!!
🚀 Can we make a humanoid move like Cristiano Ronaldo, LeBron James and Kobe Byrant?
YES!
🤖 Introducing ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills
Website: https://t.co/XQga7tIfdw
Code: https://t.co/NpEeJtVxpp
Congratulations to Prof. Sanjit Konar's group for their recent perspective in Crystal Growth & Design.. "Magnetic Transition in Organic Radicals: The Crystal Engineering Aspects" https://t.co/nQJhLtECZx @iiserbhopal@MML_IISERB@KonarSanjit