attention mechanisms 1interactive visualization 1latent space analysis 1scientific data exploration 1variational autoencoders 1x-ray scattering 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.LG2026
Unlocking Latent Dimensions: Exploring Representations of Large-Scale X-ray Scattering Data using Variational Autoencoders
Monika Choudhary, Xiaoya Chong, Runbo Jiang +25
The paper presents a convolutional variational autoencoder trained on millions of X-ray scattering images to create low‑dimensional latent representations that help explore and ana…
physics.comp-ph2025
Robust Machine Learning Inference from X-ray Absorption Near Edge Spectra through Featurization
Yiming Chen, Chi Chen, Inhui Hwang +9
X-ray absorption spectroscopy (XAS) is a commonly-employed technique for characterizing functional materials. In particular, x-ray absorption near edge spectra (XANES) encodes loca…
quant-ph2024
Quantum Imaging with X-rays
Justin C. Goodrich, Ryan Mahon, Joseph Hanrahan +12
Quantum imaging encompasses a broad range of methods that exploit the quantum properties of light to capture information about an object. One such approach involves using a two-pho…