Knowledge-Inclusive Adaptive Physics-Informed Neural Network for Microbial Interaction Modelling 事件

Knowledge-Inclusive Adaptive Physics-Informed Neural Network for Microbial Interaction Modelling arXiv:2606.07686v1 Announce Type: cross Abstract: Physics-Informed Neural Network (PINN) is a way of including knowledge in the form of equations in Machine Learning methods. Beyond equations, knowledge exists in other forms, such as text and network structure. While existing PINN-based approaches discover equation parameters from data, they rely solely on experimental measurements. We propose a new