eLife

Separating selection from mutation in antibody language models

This important study introduces a new biology-informed strategy for deep learning models aiming to predict mutational effects in antibody sequences. It provides solid evidence that separating ...
thorax.bmj

Development and validation of PRECISE-X model: predicting first severe exacerbation in COPD

Objectives In patients with chronic obstructive pulmonary disease (COPD), severe exacerbations (ECOPDs) impose significant morbidity and mortality. Current guidelines emphasise using ECOPD history to ...
IEEE

Short-Term Load Probability Prediction Based on Conditional Generative Adversarial Network Curve Generation

Abstract: To ensure the stable and secure operation of the power system, we propose a method for short-term load probability prediction based on Conditional Generative Adversarial Network (CGAN) curve ...
IEEE

A Simple Fault Diagnosis Method for Power Switch System Based on Mean Conditional Entropy

Abstract: This paper presents a simple open-circuit fault diagnosis method based on conditional entropy for two-level three-phase voltage source inverter(VSI), which is a typical power switching ...