1 citations · 2 across the 8 of their papers we have counts for
3 papers · 1 filter
ED-CSP: Crystal Structure Prediction from Electron Diffraction
Germain Poloudenny, Arnaud Demortière, Yaël Frégier
Recovering a periodic 3D crystal structure from sparse, unindexed electron diffraction (ED) observations is a challenging generative inverse problem. Existing ED-based learning met…
BattVAE-GP: Generative Modeling of Long-Horizon Battery Degradation with Uncertainty Quantification
Raghvender Raghvender, Mahdi Abid, Ferran Brosa Planella +2
Long-horizon physics-based simulations of battery degradation provide mechanistic insight but remain computationally expensive, limiting their use for dense exploration of operatin…
Unsupervised Multi-Clustering and Decision-Making Strategies for 4D-STEM Orientation Mapping
Junhao Cao, Nicolas Folastre, Gozde Oney +4
This study presents a novel integration of unsupervised learning and decision-making strategies for the advanced analysis of 4D-STEM datasets, with a focus on non-negative matrix f…