3 papers
physics.geo-ph2025
The EEPAS Model Revisited: Statistical Formalism and a High-Performance, Reproducible Open-Source Framework
Szu-Chi Chung, Chien-Hong Cho, Strong Wen
While short-term models such as the Short-Term Earthquake Probability (STEP) and Epidemic-Type Aftershock Sequence (ETAS) are well established and supported by open-source software…
cs.CV2025
A Data-Centric Perspective on the Influence of Image Data Quality in Machine Learning Models
Pei-Han Chen, Szu-Chi Chung
In machine learning, research has traditionally focused on model development, with relatively less attention paid to training data. As model architectures have matured and marginal…
eess.IV2025
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random Field
Szu-Chi Chung, Po-Cheng Chou
Differentiating signals from the background in micrographs is a critical initial step for cryogenic electron microscopy (cryo-EM), yet it remains laborious due to low signal-to-noi…