E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

Simon Batzner, Albert Musaelian, Lixin Sun, +6

Nature Communications

Effect of Salt Concentration on Ion Clustering and Transport in Polymer Solid Electrolytes: A Molecular Dynamics Study of PEO–LiTFSI

Nicola Molinari, Jonathan P. Mailoa, Boris Kozinsky

Chemistry of Materials

Salt ConcentrationEngineeringElectrode-electrolyte InterfaceChemistryPractical Salt Concentrations +20

General Trend of a Negative Li Effective Charge in Ionic Liquid Electrolytes

Nicola Molinari, Jonathan P. Mailoa, Boris Kozinsky

The Journal of Physical Chemistry Letters

ElectrolytesEngineeringChemistryAqueous BatteryIon Correlations +17

3D spatiotemporally scalable in vivo neural probes based on fluorinated elastomers

Paul Le Floch, Siyuan Zhao, Ren Liu, +22

Nature Nanotechnology

Vivo Neural ProbesTissue ImagingEngineeringMicroscopyMicroscopy Method +9

Role of solvent-anion charge transfer in oxidative degradation of battery electrolytes

Eric Fadel, Francesco Faglioni, Ge. G. Samsonidze, +6

Nature Communications

Evolution of Metastable Structures at Bimetallic Surfaces from Microscopy and Machine-Learning Molecular Dynamics

Jin Soo Lim, Jonathan Vandermause, M. A. Van Spronsen, +12

Journal of the American Chemical Society

Transport anomalies emerging from strong correlation in ionic liquid electrolytes

Nicola Molinari, Jonathan P. Mailoa, Nathan Craig, +2

Journal of Power Sources

Solid-state IonicEngineeringPhysicsElectrode-electrolyte InterfaceNatural Sciences +8

SE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials

Simon Batzner, Tess Smidt, Lixin Sun, +4

Salt-in-Ionic-Liquid Electrolytes: Ion Network Formation and Negative Effective Charges of Alkali Metal Cations

Michael McEldrew, Zachary A. H. Goodwin, Nicola Molinari, +3

The Journal of Physical Chemistry B

ElectrolytesEngineeringElectrode-electrolyte InterfaceChemistryAqueous Battery +19

Fundamental Limits to the Electrochemical Impedance Stability of Dielectric Elastomers in Bioelectronics

Paul Le Floch, Nicola Molinari, Kewang Nan, +4

Nano Letters