Exploring the Local Structure of Molten NaF-ZrF<sub>4</sub> through In Situ XANES/EXAFS and Molecular Dynamics

Molten salts are critical materials for advanced energy systems, particularly in molten salt reactors (MSRs), due to their exceptional thermophysical and chemical properties. While significant progress has been made in understanding their macroscopic behaviors, detailed knowledge of their atomic structures remains limited, particularly in fluoride-based salts with high zirconium concentrations. This study investigates the atomic structure and thermophysical properties of NaF-ZrF<sub>4</sub> salt mixtures (53-47 and 56-44 mol %) using an integrated experimental and computational approach. X-ray absorption near edge structure (XANES) and extended X-ray absorption fine structure (EXAFS) spectroscopy were employed to probe the local environment of Zr atoms across temperatures from 530 to 700 °C, revealing changes in coordination states and bond distances. Complementary ab initio molecular dynamics (AIMD) and neural network-based molecular dynamics (NNMD) simulations were validated against experimental data to elucidate short- and intermediate-range ordering in the melt. The results highlight a temperature-driven transition toward lower Zr coordination numbers and increased structural distortion, providing insights into the fluoroacidity and potential corrosiveness of these salts. This comprehensive understanding of the NaF-ZrF<sub>4</sub> structure supports the development of more reliable models for molten salts, aiding advancements in next-generation nuclear reactors and energy systems.

Authors

Institutions

Publication Details

Journal
The Journal of Physical Chemistry B
Published
2025-05-01
DOI
https://doi.org/10.1021/acs.jpcb.5c00764
Citations
1
Primary Topic
Molten salt chemistry and electrochemical processes
Type
article
Field-Weighted Citation Impact
0.72

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring the Local Structure of Molten NaF-ZrF4 through In Situ XANES/EXAFS and Molecular Dynamics

Stephen Lam, Anubhav Wadehra, Uday Bhanu Pal, Karl Ludwig et al.
1 citations
The Journal of Physical Chemistry B
Molten salt chemistry and electrochemical processes
0.72
article

Exploring the Local Structure of Molten NaF-ZrF4 through In Situ XANES/EXAFS and Molecular Dynamics

Stephen Lam, Anubhav Wadehra, Uday Bhanu Pal, Karl Ludwig, Rajni Chahal, Haoxuan Yan, Alexander Levy, Qing Ma, Omar Oraby
article en
1 citations

Abstract

Molten salts are critical materials for advanced energy systems, particularly in molten salt reactors (MSRs), due to their exceptional thermophysical and chemical properties. While significant progress has been made in understanding their macroscopic behaviors, detailed knowledge of their atomic structures remains limited, particularly in fluoride-based salts with high zirconium concentrations. This study investigates the atomic structure and thermophysical properties of NaF-ZrF<sub>4</sub> salt mixtures (53-47 and 56-44 mol %) using an integrated experimental and computational approach. X-ray absorption near edge structure (XANES) and extended X-ray absorption fine structure (EXAFS) spectroscopy were employed to probe the local environment of Zr atoms across temperatures from 530 to 700 °C, revealing changes in coordination states and bond distances. Complementary ab initio molecular dynamics (AIMD) and neural network-based molecular dynamics (NNMD) simulations were validated against experimental data to elucidate short- and intermediate-range ordering in the melt. The results highlight a temperature-driven transition toward lower Zr coordination numbers and increased structural distortion, providing insights into the fluoroacidity and potential corrosiveness of these salts. This comprehensive understanding of the NaF-ZrF<sub>4</sub> structure supports the development of more reliable models for molten salts, aiding advancements in next-generation nuclear reactors and energy systems.

The Journal of Physical Chemistry BVol. 129(19)
Boston University (US), Oak Ridge National Laboratory (US), University of Massachusetts Lowell (US), NOAA Chemical Sciences Laboratory (US)
National Science Foundation, Office of Science, Nuclear Energy University Program
Openalex Percentile: Top 35%
Molten salt chemistry and electrochemical processes
0.72
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.