Lochner, Michelle

PHOTOMETRIC SUPERNOVA CLASSIFICATION WITH MACHINE LEARNING

Lochner, M., McEwen, J. D., Peiris, H. V., Lahav, O., & Winter, M. K. (2016) · The Astrophysical Journal Supplement Series

Gamma-ray bursts and supernovaeGalaxies: Formation, Evolution, Phenomena

Cited by 200

Astronomaly: Personalised active anomaly detection in astronomical data

Lochner, M., & Bassett, B. A. (2021) · Astronomy and Computing

Anomaly Detection Techniques and ApplicationsGalaxies: Formation, Evolution, Phenomena

Cited by 84

Practical Galaxy Morphology Tools from Deep Supervised Representation Learning

Walmsley, M., Scaife, A. M. M., Lintott, C., Lochner, M., Etsebeth, V., Géron, T., Dickinson, H., Fortson, L., Kruk, S., Masters, K. L., et al. (2021) · arXiv

Galaxies: Formation, Evolution, PhenomenaAdvanced Neural Network Applications

Cited by 64

Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data

Muthukrishna, D., Mandel, K. S., Lochner, M., Webb, S., & Narayan, G. (2021) · arXiv

Anomaly Detection Techniques and ApplicationsGamma-ray bursts and supernovae

Cited by 0