Artificial Intelligence Drives Design, Discovery, and Testing of Targeted Therapeutics against SARS-CoV-2
Data-driven autonomous technology to rapidly design and deliver antiviral interventions targeting SARS-CoV-2 to reduce drug discovery timeline and advance bio preparedness capabilities.
National Laboratory Pulls Together to Address the COVID-19 Pandemic
PNNL has increased the nation’s capacity to test for COVID-19, demonstrating that reagents and equipment from additional manufacturers meet the standards needed to yield accurate test results.
Decoding Protein Interactions with Domain-Aware Machine Learning
Parallel graph neural networks identify protein-ligand 3-D structural interactions to aid in protein function prediction and drug discovery.
PNNL Scientists Defend Against New Threats like Coronavirus
Combining its strength in biological sciences and data analytics, researchers at the Department of Energy's PNNL are working to enable a quick response to a biological incident — whether intentional, accidental or natural.
New Software Tool Generates Data Analysis for Complex ToF-SIMS
A team of researchers from Pacific Northwest National Laboratory and the Environmental Molecular Sciences Laboratory developed a new and flexible software tool called “Advanced Spectra PCA Toolbox.”
Data Scientist Fixes His Sights on Speeding Up Drug Discovery
Scientists are using artificial intelligence and powerful computing to sculpt new molecules in an effort to treat disease.
Integrating Domain Science Data with Artificial Intelligence
Neeraj Kumar discusses how AI can transform scientific research at the Platform for Advanced Scientific Computing Conference and Trillion Parameter Consortium European Workshop.
Using Artificial Intelligence to Mine Protein Interactions Within Biological Literature
Computing and artificial intelligence aid scientists who seek to understand function-driven design and control of biological systems.
Three from PNNL Named AAAS Fellows
Three PNNL-affiliated researchers have been named fellows of the American Association for the Advancement of Science, the world’s largest multidisciplinary scientific society.