3D-Scaffold, a Deep Learning Approach to Identify Novel Molecules for Therapeutics
A multi-institutional team has developed a deep learning framework to identify novel molecules as drug candidates.
Accelerating Microbial Engineering with Thermodynamic Calculations
New quantum chemistry pipeline uses thermodynamic calculations to help predict changes in cell metabolism for engineered systems.
Unparalleled Resolution of How Microbes and Viruses Impact Biogeochemistry in Rivers
Microbes and viruses play key roles in carbon and nitrogen cycling in riverbed sediments.
Scientists Follow the Trail of Gut Fungi in Search for Sustainable Fuels
Scientists are taking their cues from fungi in the digestive tracts of cows, goats and sheep in the search for new ways to create sustainable fuels and medicines.
Researchers Put Frontier AI Models Through Paces to See What Sticks at AI Jam
Nine national laboratories, including PNNL, bring together over 1,000 scientists for a day to use AI to accelerate scientific discovery.
Guiding Vaccine Development with Machine Learning
The Rapid Assessment of Platform Technologies to Expedite Response project aims to prepare against future pandemics.
Using Computation to Design Better Microbes
New quantum chemistry pipeline can help predict the effects of bioengineering.
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.
PNNL Moves Cybersecurity Software and a Novel Disinfecting System Beyond the Lab
Software that can reason like an analyst and a new way of disinfecting rooms won awards from the Federal Laboratory Consortium.