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…
cs.LG2026
Machine Learning-Augmented Acceleration of Iterative Ptychographic Reconstruction
Bowen Zheng, Katayun Kamdin, David Shapiro +10
Iterative ptychographic reconstruction algorithms are widely used for coherent diffractive imaging but can exhibit slow convergence under realistic experimental conditions. We prop…
physics.atm-clus2026
SCULPT: An Interactive Machine Learning Platform for Analyzing Multi-Particle Coincidence Data from Cold Target Recoil Ion Momentum Spectroscopy
Hazem Daoud, Sarvesh Kumar, Jin Qian +3
We present SCULPT (Supervised Clustering and Uncovering Latent Patterns with Training), a comprehensive software platform for analyzing tabulated high-dimensional multi-particle co…