Advanced Scientometric Analysis of Scientific Machine Learning and PINNs: Topic Modeling and Trend Analysis

Scientific machine learning and physics-informed neural networks are novel conceptual approaches that integrate scientific knowledge with methods from data science and deep learning. This emerging field has garnered increasing interest due to its unique features and potential applications. However,...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Frank Emmert-Streib, Shailesh Tripathi, Amer Farea, Olli Yli-Harja
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Scientific machine learning physics-informed neural networks topic modeling trend analysis
Online Access:	https://ieeexplore.ieee.org/document/10720012/