CHGNet as a pretrained universal neural network potential for charge-informed atomistic modelling

Bowen Deng, Peichen Zhong, KyuJung Jun, +4

Nature Machine Intelligence

A selective Au-ZnO/TiO2 hybrid photocatalyst for oxidative coupling of methane to ethane with dioxygen

Shuang Song, Hui Song, Luming Li, +13

Nature Catalysis

Materials ScienceInorganic ChemistryChemical EngineeringEngineeringPhotochemistry +10

Facile method to enhance output performance of bacterial cellulose nanofiber based triboelectric nanogenerator by controlling micro-nano structure and dielectric constant

Yan Shao, Chang‐Ping Feng, Bowen Deng, +2

Nano Energy

Materials ScienceNanofiberChemical EngineeringDielectric ConstantEngineering +6

Flexible TPU strain sensors with tunable sensitivity and stretchability by coupling AgNWs with rGO

Yan Li, Shan Wang, Zhichao Xiao, +5

Journal of Materials Chemistry C

EngineeringMechanical EngineeringChemical ActuatorBiomedical EngineeringSensor Technology +14

A practical guide to machine learning interatomic potentials – Status and future

Ryan Jacobs, Dane Morgan, Siamak Attarian, +23

Current Opinion in Solid State and Materials Science

EngineeringMachine LearningData SciencePhysic Aware Machine LearningMachine Learning Tool +3

Flexible porous silicone rubber-nanofiber nanocomposites generated by supercritical carbon dioxide foaming for harvesting mechanical energy

Yan Shao, Chen Luo, Bowen Deng, +2

Nano Energy

Materials ScienceNanofiberEnergy HarvestingMechanical EnergyEngineering +9

Design of compressible and elastic N-doped porous carbon nanofiber aerogels as binder-free supercapacitor electrodes

Yi Yang, Yuxin Liu, Yan Li, +3

Journal of Materials Chemistry A

Materials ScienceChemical EngineeringSupercapacitorsEngineeringPorous Carbon +7

Systematic softening in universal machine learning interatomic potentials

Bowen Deng, Yunyeong Choi, Peichen Zhong, +6

npj Computational Materials

A framework to evaluate machine learning crystal stability predictions

Janosh Riebesell, Rhys E. A. Goodall, Philipp Benner, +7

Nature Machine Intelligence

Window of Pressure and Flow To Produce β-Crystals in Isotactic Polypropylene Mixed with β-Nucleating Agent

Shu‐Gui Yang, Yanhui Chen, Bowen Deng, +3

Macromolecules

EngineeringFlow WindowIsotactic PolypropyleneChemistryPolymers +16