A Unified Mathematical Theory for Barren Plateaus
In a recent publication in Nature Communications, a team of researchers presents a mathematical theory to address the challenge of barren plateaus in quantum machine learning.
PNNL @ Joint Mathematics Meetings 2024
PNNL researchers will present at the Joint Mathematics Meetings conference in San Francisco, CA from January 3–6, 2024.
Inspiring Students at the National Science Bowl
PNNL’s Nell Byler and Elise Bishoff shared their computer vision expertise with high school students at the National Science Bowl Science Day
Leveraging Machine Learning to Accelerate Advanced Manufacturing R&D
The work by the team at PNNL takes a critical step in leveraging ML to accelerate advanced manufacturing R&D, specifically for manufacturing techniques without access to efficient, first-principles simulations.
Researchers at PNNL Join Global Experts to Collaborate on Advancing Health Protection with AI
This summer, scientists at PNNL led discussions on their latest research related to artificial intelligence and One Health at the Health and Environmental Sciences Institute conference.
Projects
Pacific Northwest National Laboratory is driving innovation in drone-based technologies to address critical challenges across geophysical surveying, radiation detection, wetland restoration, and maritime autonomy.
Capability Areas
At PNNL, we’re advancing drone technology to tackle some of the nation’s most complex challenges. From ensuring aviation safety and regulatory compliance to designing custom payloads and harnessing AI for real-time data analysis.
Innovative Drone Technology
PNNL deploys advanced drone systems to tackle the nation’s most pressing challenges in energy, environmental remediation, and national security.