ANDY COOPER: If you work out the number of possible combinations of the components in the experiment, it's something like 98 million, so the robot uses an optimisation algorithm using a method called Bayesian optimisation to navigate that chemical space.
ANDY COOPER:如果你计算出实验中成分的可能组合数量,大约有 9800 万种, 因此机器人使用一种优化算法, 使用一种称为贝叶斯优化的方法来导航该化学空间。
![View of PubChem chemical space; a projection of the 42-dimensional MQN-property space of PubChem (with 5 virtually created libraries of compounds) using PCA. Color coding is according to fraction (blue 0, red 1) of ring atoms in molecules.[1]](/uploads/202501/04/ChemicalSpace3341.png)