2 papers
cs.LG2025
Fourier-enhanced Neural Networks For Systems Biology Applications
Enze Xu, Minghan Chen
In the field of systems biology, differential equations are commonly used to model biological systems, but solving them for large-scale and complex systems can be computationally e…
cs.LG2023
Enhancing Functional Data Analysis with Sequential Neural Networks: Advantages and Comparative Study
J. Zhao, J. Li, M. Chen +1
Functional Data Analysis (FDA) is a statistical domain developed to handle functional data characterized by high dimensionality and complex data structures. Sequential Neural Netwo…