Method and system for designing experiments by selecting at least a first experiment from an experimental space using a data-driven optimizer, receiving experimentally determined data, evaluating the experimentally determined data at a mata layer module, processing the experimentally determined data at the optimizer; the processing at the optimizer being influenced by the evaluation data.