Strengthening Biopreparedness—Predicting the When, Where, and How of Infectious Diseases
To thwart pathogens, researchers in the epidemiology field of infectious disease (ID) prediction are continuously trying to forecast when, where, and how an ID event will occur.
Tumeo Takes Computational Chemistry to the Extremes
Tumeo will lead the ChemComp project, which was awarded for Exploratory Research in Extreme Scale Science
Try This to Integrate Your Multi-Omics Data with Missing Values
Methods review suggests ways to use artificial intelligence and machine learning to handle missing data when integrating two or more omics approaches.
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.
Zeroing in on Zoonotic Diseases
A Q&A with Lauren Charles, veterinarian and PNNL data scientist, on zoonotic diseases and the role biosurveillance plays in mitigating the growing threat to global health.
Revealing the Genes that Respond to Viral Infections
Hypergraphs can more faithfully identify important genes in complex immune responses.
Preparing for a Future Pandemic with Artificial Intelligence
PNNL data scientists are refining their artificial intelligence tools with COVID-19 data to advance therapeutics and treatments for a future pandemic.
Advanced Mathematics Condense COVID-19 Complexity
Pacific Northwest National Laboratory (PNNL) researchers pioneer a new tool to represent cellular response to viral infection.