Sebastian Mayer

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Publications

Citations

1.1K

H-Index

Active since

2006

Affiliations

Fraunhofer Institute for Algorithms and Scientific Computing(Current)

Fraunhofer Institute for Production Technology IPT

RWTH Aachen University

Technical University of Munich

Sebastian Mayer is an author at Fraunhofer Institute for Algorithms and Scientific Computing specializing in engineering, systems engineering, and machine learning.

ORCID

Top concepts

EngineeringData MiningData ScienceMachine LearningSystems EngineeringPredictive AnalyticsManagementTechnologyClassificationComputer Science

Publications per year

2006–2022

Publications

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems

Laura von Rueden, Sebastian Mayer, Katharina Beckh et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 753 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Equilibrium data and its analysis with the Freundlich model in the adsorption of arsenic(V) on granular ferric hydroxide

Kenneth A. Walsh, Sebastian Mayer, Dirk Rehmann et al. · Separation and Purification Technology · 2020 · 83 citations

Chemical Engineering, Granular Ferric Hydroxide, Freundlich Model +11

Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning.

Laura von Rüden, Sebastian Mayer, Jochen Garcke et al. · arXiv (Cornell University) · 2019 · 40 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Immediate and Virtual Basins of Newton’s Method for Entire Functions

Sebastian Mayer, Dierk Schleicher · Annales de l’institut Fourier · 2006 · 29 citations · Full text

Numerical Analysis, Newton Method, Immediate Basin +5

Entropy and Sampling Numbers of Classes of Ridge Functions

Sebastian Mayer, Tino Ullrich, Jan Vybíral · Constructive Approximation · 2014 · 29 citations

Ridge Functions, Engineering, Entropy +4

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