Papers

2019 arXiv - Deep Learning Moment Closure Approximations using Dynamic Boltzmann Distributions

2019 Phys Rev E - Learning moment closure in reaction-diffusion systems with spatial dynamic Boltzmann distributions

2018 J Chem Phys - Learning Dynamic Boltzmann Distributions as Reduced Models of Spatial Chemical Kinetics

2014 Inverse problems - Dynamic updating of numerical model discrepancy using sequential sampling