Prazo para submissão: 30 January 2025
Data de Notificação: 01/04/2025
Editora: Elsevier
Revista: Computer Physics Communications
Link: https://www.sciencedirect.com/special-issue/294476/advances-in-physics-aware-machine-learning
Detalhes:
Traditional machine learning methods often focus solely on data patterns and correlations without explicitly incorporating the underlying physics. While these approaches can be effective for tasks like image recognition or language processing, they may struggle to capture the intricate dynamics and complex interactions present in physics systems. Physics-aware machine learning integrates domain-specific knowledge into machine learning algorithms, enabling more accurate and interpretable solution