A highly valuable concept for expediting the process of discovering new materials relies on descriptors, as for example addressed by Ghiringelli et al. and Isayev et al. These descriptors encompass essential properties of materials or their combinations, which exhibit a correlation with the desired or undesired functionalities of the materials. This concept has demonstrated remarkable success in the field of heterogeneous catalysis, particularly in conjunction with scaling relations, as discussed by Nørskov et al. and Man et al., and has already found applications in battery research, as indicated by Jaeckle et al. The iden-tification of descriptors can significantly expedite the search for novel materials possessing the desired functional properties. Once identified, these descriptors can be optimized in the initial stages of the search for materials with improved properties, allowing the identification of promising candidate materials whose properties can be thoroughly examined.