3 papers
cs.LG2026
A Fully Convolutional Approach to Denoising 2D Correlation Spectra
Nisar Nellikunnummel, Andi M Barbour, Andi Barbour +4
We present a fully convolutional denoising autoencoder (FC-DAE) tailored for two-dimensional representations of dynamic correlations that is applicable to many experimental techniq…
cond-mat.str-el2026
Metastable short-range charge order in superconducting CuxTiSe2
Thomas Sutter, Colleen Lindenau, Shivani Sharma +5
In a vast array of materials, including cuprates, transition metal dichalcogenides (TMDs) and rare earth tritellurides, superconductivity is found in the vicinity of short-range ch…
cond-mat.mtrl-sci2026
Probing Non-Equilibrium Grain Boundary Dynamics with XPCS and Domain-Adaptive Machine Learning
Mouyang Cheng, Bowen Yu, Chu-Liang Fu +14
Grain-boundary (GB) dynamics control the stability, mechanical, and functional response of nanocrystalline materials, but direct experimental access to their slow non-equilibrium m…