Real-Time Atomic-Resolution Electron Phase Imaging without Probe Calibration via Ptychography-Supervised Learning

arXiv:2609.25684 · cs.CV, cond-mat.mtrl-sci · Submitted 2026-09-22 · Read on arXiv

cs.CV, cond-mat.mtrl-sci

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

Consistency — 15× in this paper · explained in 3 episodes
Core — 12× in this paper · explained in 2 episodes
Fine-Tuning — 12× in this paper · explained in 5 episodes
Zero-Shot Transfer — 7× in this paper · explained in 4 episodes
Inverse Problem — 6× in this paper · explained in 2 episodes
Redundancy — 6× in this paper · explained in 2 episodes
Generalization — 5× in this paper · explained in 13 episodes
Benchmarking — 4× in this paper · explained in 4 episodes
Domain Shift — 4× in this paper · explained in 4 episodes
Fidelity — 4× in this paper · explained in 2 episodes
Robustness — 4× in this paper · explained in 5 episodes
Calibration — 3× in this paper · explained in 7 episodes
Alignment — 2× in this paper · explained in 1 episode
Amortization — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Interpretability — 2× in this paper · explained in 15 episodes
Iterative Refinement — 2× in this paper · explained in 3 episodes
Physical Constraints — 2× in this paper · explained in 7 episodes
Transformer — 2× in this paper · explained in 2 episodes
Ablation — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Adaptation — 1× in this paper · explained in 1 episode
Bayesian Optimization — 1× in this paper · explained in 3 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Frozen model — 1× in this paper · explained in 3 episodes
Monte Carlo dropout — 1× in this paper · explained in 2 episodes
Phase Transitions — 1× in this paper · explained in 2 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes
Zero-Shot Generalization — 1× in this paper · explained in 5 episodes

Terminology

Related papers