Parallel graph neural networks identify protein-ligand 3-D structural interactions to aid in protein function prediction and drug discovery.

Jinhui Tao is chairing and organizing a crystal growth and epitaxy conference, while other PNNL staff serve as session chairs.

Performing a network analysis of forces between particles reveals new insight into shear induced thinning and thickening in non-Newtonian fluids.

Ionic liquids bound to thin layers of graphene oxide produces more selective and efficient multi-layer membranes for water filtration.

New data analysis approach gives researchers deeper understanding of microbial ecology and evolution.

High-resolution observations show that proteins move in both expected and unexpected ways when bonded to a mineral surface.

Morris Bullock has led PNNL's pursuit of the efficient conversion of electrical energy and chemical bonds through control of electron and proton transfers.

IDREAM researchers show that high concentrations of sodium hydroxide significantly impact the molecular and macroscale properties of sodium nitrite solutions.

PNNL experts perform fundamental climate science work at multiple scales to understand impacts on energy, water, food, and infrastructure systems.

Under high temperature conditions, hematite nanocrystals change shape to expose the (001) facet and attach to form one-dimensional chains regardless of their initial structure.

Morris Bullock received an award and PNNL staff organized symposia and presented exciting research.

Researchers in the IDREAM Energy Frontier Research Center unearth new defects during gibbsite crystallization using a multi-instrument approach.

PNNL bioenergy expert Karthikeyan Ramasamy was a co-guest editor in an American Chemical Society Energy & Fuels virtual special issue on advances in biomass and wastes thermochemical processing.

A paper published last year by scientists at Pacific Northwest National Laboratory was featured in the 2021 Editor’s Choice collection for the Cell Reports Physical Science journal.

Tim Johnson has been selected for an open-ended term as associate editor of the Groundwater journal.

Surface characterization allows researchers to explore the compatibility between different solvent-membrane combinations.

Recognizing how innovation and clean technologies at the very edge of the grid can work together to transition the electricity system, PNNL takes a multidisciplinary approach to advancing and integrating renewable energy solutions.

PNNL researchers utilized the Peeters-Devreese-Soldatov formulation to improve the accuracy of calculations for quantum chemistry.

Using size-tunable ionic liquid clusters make electrochemical separations more efficient.

Jingshan Du will serve a three-year term on the Early Career Editorial Advisory Board of ACS Biomaterials Science & Engineering.