The Battery Manufacturing Accelerator is a national collaboration among U.S. national laboratories, academic partners, and industry stakeholders to bridge the gap between lab-scale energy storage innovations and real-world manufacturing.

PNNL deploys advanced drone systems to tackle the nation’s most pressing challenges in energy, environmental remediation, and national security.

PNNL is heavily engaged in the development and use of mass spectrometry technology across its science, energy, and security missions, from fundamental research through mature operational capabilities.

Physics-informed machine learning (PIML) is a modeling approach that harnesses the power of machine learning and big data to improve the understanding of coupled, dynamic systems.