Search Results for author: Malte Tewes

Found 2 papers, 1 papers with code

Weak-lensing shear measurement with machine learning: teaching artificial neural networks about feature noise

1 code implementation5 Jul 2018 Malte Tewes, Thibault Kuntzer, Reiko Nakajima, Frédéric Courbin, Hendrik Hildebrandt, Tim Schrabback

A challenging peculiarity of this ML application is the combination of the noisiness of the input features and the requirements on the accuracy of the inverse regression.

Cosmology and Nongalactic Astrophysics Machine Learning

Hopfield Neural Network deconvolution for weak lensing measurement

no code implementations11 Nov 2014 Guldariya Nurbaeva, Malte Tewes, Frederic Courbin, Georges Meylan

We present a new method to measure the ellipticity of galaxies used in weak lensing surveys.

Instrumentation and Methods for Astrophysics Cosmology and Nongalactic Astrophysics

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