output
20102026
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

149 papers

physics.atom-ph2026

Electro-optic frequency comb Doppler thermometry

Sean M. Bresler, Erin M. Adkins, Stephen P. Eckel +4

We demonstrate a Doppler thermometer based on direct optical frequency comb spectroscopy of an Rb vapor with a chirped electro-optic frequency comb (EOFC). The direct EOFC D…

astro-ph.GA2025

photoD with Rubin's Data Preview 1: first stellar photometric distances and deficit of faint blue stars. Stellar distances with Rubin's DP1

L. Palaversa, E. Donev, Ž. Ivezić +96

Aims: We investigate the utility of Rubin's Data Preview 1 for estimating stellar number density profile in the Milky Way halo. Methods: Stellar broad-band near-UV to near-IR $ugri…

physics.atom-ph2025★ 1 cited

Atomic and molecular systems for radiation thermometry

Stephen P. Eckel, Eric B. Norrgard, Christopher Holloway +3

Atoms and simple molecules are excellent candidates for new standards and sensors because they are both all identical and their properties are determined by the immutable laws of q…

cond-mat.mtrl-sci2025★ 13 cited

DiffractGPT: Atomic Structure Determination from X-ray Diffraction Patterns using Generative Pre-trained Transformer

Kamal Choudhary

Crystal structure determination from powder diffraction patterns is a complex challenge in materials science, often requiring extensive expertise and computational resources. This…

cond-mat.mtrl-sci2025★ 2 cited

Assembly of High-Performance van der Waals Devices Using Commercial Polyvinyl Chloride Films

Son T. Le, Jeffrey J. Schwartz, Tsegereda K. Esatu +5

Control over the position, orientation, and stacking order of two-dimensional (2D) materials within van der Waals heterostructures is crucial for applications in electronics, spint…

quant-ph2025★ 33 cited

Roadmap on Quantum Thermodynamics

Steve Campbell, Irene D'Amico, Mario A. Ciampini +66

The last two decades has seen quantum thermodynamics become a well established field of research in its own right. In that time, it has demonstrated a remarkably broad applicabilit…