The Rosenbrock function, also referred to as the Valley or Banana function, is a popular test problem for gradient-based optimization algorithms. It is shown in the plot above in its two-dimensional ...

Because the normal function of Brk is to repress Dpp target ... activators and repressors appears to be consistent with other gradient-based signaling cascades, such as that for Hh in the fruit ...

A differentiable variant of the Gillespie algorithm enables gradient-based optimization for stochastic chemical kinetics, facilitating efficient parameter estimation and the design of biochemical ...