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CDI Capability: Few-Shot Machine Learning

A new few-shot machine learning (ML) approach to classify and generate statistical insight into materials microstructures using just a few examples.

News

Boettcher, Idrobo, and Xiao Begin PNNL Joint Appointments

The Physical and Computational Sciences Directorate welcomes three joint appointees whose research focuses on topics related to materials science.

News

Congratulations to NNSA Excellence Award Winners

Two PNNL teams have been recognized for their work on safe, secure radioactive material shipping.

Profile

Sebastien Kerisit

Dr Sebastien Kerisit is a computational scientist in PNNL's Geochemistry group.

Profile

Mal Soon Lee

Mal-Soon Lee has been working in the field of computational physics and chemistry where she employs ab initio electronic structure calculations/ab initio molecular dynamics simulations to understand the properties of complex materials.

Profile

Micah Prange

Micah Prange is a computational scientist on PNNL's Geochemistry team.

Publication

Machine Learning Techniques Speed Up Aircraft Aerosol Mass Spectrometer Analyses

A new capability facilitates source apportionment of organic aerosols in real time.

Publication

Isotope Effects Alter Supercooled Water Properties

Structural changes in heavy water occur at different temperatures than in standard water.

News

First Responder Showcase Highlights PNNL Opioid Detection Solutions

The Department of Homeland Security Science and Technology Virtual First Responder Capitol Hill Showcase highlighted PNNL work in fentanyl detection standards and database libraries.

Publication

Organization is Key! The Role of Project Coordination in Research with Nicole Loosveldt

Triton project coordinator Nicole Loosveldt supports marine energy environmental monitoring technology development projects for marine energy.

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