7 citations · 8 across the 2 of their papers we have counts for
3 papers
math.DS2020★ 7 cited
A Data Driven Method for Computing Quasipotentials
Bo Lin, Qianxiao Li, Weiqing Ren
The quasipotential is a natural generalization of the concept of energy functions to non-equilibrium systems. In the analysis of rare events in stochastic dynamics, it plays a cent…
cs.LG2020★ 1 cited
Bounding The Number of Linear Regions in Local Area for Neural Networks with ReLU Activations
Rui Zhu, Bo Lin, Haixu Tang
The number of linear regions is one of the distinct properties of the neural networks using piecewise linear activation functions such as ReLU, comparing with those conventional on…
physics.comp-ph2019
Computing Committor Functions for the Study of Rare Events Using Deep Learning
Qianxiao Li, Bo Lin, Weiqing Ren
The committor function is a central object of study in understanding transitions between metastable states in complex systems. However, computing the committor function for realist…