DOE/LANL Jurisdiction Fire Danger Rating:
  1. LANL Home
  2. Media
  3. Newsletters
  4. STE Highlights
July 31, 2025

What happens to uranium dioxide when it is doped?

Helping to squeeze more power out of reactors

Feature Uranium Dioxide
Schematic of the model workflow. Data from lower-length scale simulations inform the mechanistic creep model, which is used to train a neural network surrogate. This surrogate model is then integrated into the Bison fuel performance code. Credit to: Conor Galvin, Los Alamos National Laboratory

A new model from Los Alamos and Idaho national laboratories can predict how uranium dioxide fuel that’s been modified with additives might undergo changes in light-water reactors.

Positive changes, like reducing stress on the cladding and providing additional margin, bring potential opportunities to operate nuclear reactors more effectively to meet rising electricity demands.

Paper describing mechanistic model development

Why this matters: Increasingly, fuel manufacturers are using dopants to modify uranium dioxide fuel pellets to improve performance under normal reactor operations and accident conditions. Using this new model, researchers can delve into the relationship between microstructure and mechanical deformation, which will support efforts to confirm the benefits of the fuel. 

Key points: 

  • One goal of the DOE Office of Nuclear Energy’s Nuclear Energy Advanced Modeling and Simulation program is to develop detailed physics-based tools to model fuel performance.
  • This new model, using an artificial neural network, was compared with a fully empirical model for fuel performance and demonstrated improved predictive accuracy when validated against real reactor data.
  • This research leverages the Laboratory’s expertise in lower-length scale simulations and nuclear fuel modeling to develop state-of-the-art models for describing fuel behavior across a range of conditions.

Funding: DOE Office of Nuclear Energy’s Nuclear Energy Advanced Modeling and Simulations program

Related: Technical paper showing implementation of mechanistic model for fuel performance

LA-UR-25-27361

Share

Stay up to date
Subscribe to Stay Informed of Recent Science, Technology and Engineering Highlights from LANL
Subscribe Now

More STE Highlights Stories

STE Highlights Home
Legend Card

LEGEND-200 results set course for neutrinoless decay search

Solving an age-old physics mystery requires highly sensitive detectors

Uranium Dioxide Main Card

Tiny addition, major effect: Why trace elements transform uranium dioxide

Connection between atomic behavior of chromium and improved nuclear fuel manufacturing

DNA Shape Card

Exploring the shape of DNA? This tool makes it easier

Los Alamos web browser helps scientists see chromatin structures in many dimensions

Catalytic Reforming Card

A roadmap for more water and energy, built around 3 untapped sources

Catalytic reforming can integrate wastewater treatment, heat recovery and hydrogen production

Ste Highlights 3 27 2026 Card

This scalable method follows many materials during simulations

Better yet, the simplified algorithm won’t overtax computer memory

Lisa Grant Meadors Headshot Card

Advancing gravitational-wave discovery with LISA space mission

Scientist’s algorithms enable rapid multi-messenger astrophysics