Nature

Transfer learning and knowledge graph enhanced VR animation resource recommendation with creativity prediction

Virtual reality technology has transformed animation education by providing immersive learning environments, yet the proliferation of VR-based teaching resources presents significant challenges in ...
Nature

Evidential deep learning-based drug-target interaction prediction

Drug-target interaction (DTI) prediction is a crucial component of drug discovery. Recent deep learning methods show great potential in this field but also encounter substantial challenges. These ...
News Medical

COMET model enhances disease prediction with deep learning

COMET, a novel machine learning framework, integrates EHR data and omics analyses using transfer learning, significantly enhancing predictive modeling and uncovering biological insights from small ...
EurekAlert!

Transfer learning-enhanced physics-informed neural network (TLE-PINN): A breakthrough in melt pool prediction for laser melting

The TLE-PINN method integrates EPINN and deep learning models through a transfer learning framework, combining strong physical constraints and efficient computational capabilities to accurately ...