Polysulfides in Magnesium‐Sulfur Batteries
T Luo, Y Wang, B Elander, M Goldstein… - Advanced …, 2024 - Wiley Online Library
Mg‐S batteries hold great promise as a potential alternative to Li‐based technologies. Their
further development hinges on solving a few key challenges, including the lower capacity …
further development hinges on solving a few key challenges, including the lower capacity …
Unified representation of molecules and crystals for machine learning
H Huo, M Rupp - Machine Learning: Science and Technology, 2022 - iopscience.iop.org
Accurate simulations of atomistic systems from first principles are limited by computational
cost. In high-throughput settings, machine learning can reduce these costs significantly by …
cost. In high-throughput settings, machine learning can reduce these costs significantly by …
A spur to molecular geometry optimization: Gradient-enhanced universal kriging with on-the-fly adaptive ab initio prior mean functions in curvilinear coordinates
We present a molecular geometry optimization algorithm based on the gradient-enhanced
universal kriging (GEUK) formalism with ab initio prior mean functions, which incorporates …
universal kriging (GEUK) formalism with ab initio prior mean functions, which incorporates …
Exploring torsional conformer space with physical prior mean function-driven meta-Gaussian processes
We present a novel approach for systematically exploring the conformational space of small
molecules with multiple internal torsions. Identifying unique conformers through a systematic …
molecules with multiple internal torsions. Identifying unique conformers through a systematic …
Physical Prior Mean Function-Driven Gaussian Processes Search for Minimum-Energy Reaction Paths with a Climbing-Image Nudged Elastic Band: A General …
The climbing-image nudged elastic band (CI-NEB) method serves as an indispensable tool
for computational chemists, offering insight into minimum-energy reaction paths (MEPs) by …
for computational chemists, offering insight into minimum-energy reaction paths (MEPs) by …