 An accurate AB-initio calculation of molecules is fundamental to chemical and physical sciences. Here, the authors integrate a neural network wave function into the fixed node diffusion Monte Carlo, resulting in accurate calculations of a diverse range of systems, offering insights into complex many-body electronic wave functions. This article was authored by Wei Luoren, Wei Zhengfu, Xiao Jiuwu, and others.