tailieunhanh - Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems

Parameter estimation for differential equation models of intracellular processes is a highly relevant bu challenging task. The available experimental data do not usually contain enough information to identify all parameters uniquely, resulting in ill-posed estimation problems with often highly correlated parameters. |

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