Manifold learning has emerged as a powerful framework for diagnosing mechanical faults by revealing intrinsic low-dimensional structures hidden within high-dimensional sensor data. Machinery fault ...

Atomic environment fingerprints, or structural descriptors, are used to describe the chemical environment around a reference atom. Encoding information such as bond-lengths to neighboring atoms or ...