Abstract Molecular simulations are a powerful tool to complement and interpret ambiguous experimental data on biomolecules obtain structural models. Such data-assisted often rely parameters, the choice of which is highly non-trivial crucial performance. The key challenge weighting information with respect underlying physical model. We introduce FLAPS, self-adapting variant dynamic particle swar...