Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneity

Handi Zhang, Langchen Liu, Lu Lu

By leveraging neural networks, the emerging field of scientific machine learning (SciML) offers novel approaches to address complex problems governed by partial differential equati…