Not sure if this is close to the problems you want to study, but NASA applied Deep learning to anomaly detection on spacecraft telemetry and has some early resu

Not sure if this is close to the problems you want to study, but NASA applied Deep learning to anomaly detection on spacecraft telemetry and has some early results here: https://arxiv.org/pdf/1802.04431.pdf https://arxiv.org/pdf/1802.04431.pdf I'm very interested in anomaly detection problems, so if you find anything good out there do comment back in!