Anuj Karpatne

Knowledge-guided Machine Learning: Current Trends and Future Prospects

2024 · arXiv (Cornell University)

This paper presents an overview of scientific modeling and discusses the complementary strengths and weaknesses of ML methods for scientific modeling in comparison to process-based models. It also provides an introduction to the current state …