Search Results for author: Iulia M. Comsa

Found 3 papers, 1 papers with code

Intelligent Matrix Exponentiation

no code implementations10 Aug 2020 Thomas Fischbacher, Iulia M. Comsa, Krzysztof Potempa, Moritz Firsching, Luca Versari, Jyrki Alakuijala

We present a novel machine learning architecture that uses the exponential of a single input-dependent matrix as its only nonlinearity.

BIG-bench Machine Learning

SO(8) Supergravity and the Magic of Machine Learning

no code implementations1 Jun 2019 Iulia M. Comsa, Moritz Firsching, Thomas Fischbacher

Using de Wit-Nicolai $D=4\;\mathcal{N}=8\;SO(8)$ supergravity as an example, we show how modern Machine Learning software libraries such as Google's TensorFlow can be employed to greatly simplify the analysis of high-dimensional scalar sectors of some M-Theory compactifications.

BIG-bench Machine Learning

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