Julius Pfrommer

Publications

2.1K

Citations

H-Index

2013

Active since

Affiliations

Fraunhofer Institute of Optronics, System Technologies and Image Exploitation(Current)

Karlsruhe Institute of Technology

RWTH Aachen University

FZI Research Center for Information Technology

Julius Pfrommer is an author at Fraunhofer Institute of Optronics, System Technologies and Image Exploitation specializing in engineering, systems engineering, and industrial informatics.

ORCID

Top concepts

EngineeringSystems EngineeringIndustrial InformaticsComputer EngineeringIndustrial EngineeringAutomationComputer ScienceIndustrial DesignDesignSystem Software

Publications per year

2013–2023

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

Dynamic Vehicle Redistribution and Online Price Incentives in Shared Mobility Systems

Julius Pfrommer, Joseph Warrington, Georg Schildbach et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 326 citations · Full text

Optimisation of manufacturing process parameters using deep neural networks as surrogate models

Julius Pfrommer, Clemens Zimmerling, Jinzhao Liu et al. · Procedia CIRP · 2018 · 139 citations · Full text

Textile Simulation, Engineering, Machine Learning +22

Open Source OPC UA PubSub Over TSN for Realtime Industrial Communication

Julius Pfrommer, Andreas Ebner, Siddharth Ravikumar et al. · 2018 · 116 citations · Full text

Opc Ua, Time-sensitive Networking, Engineering +13

PPRS: Production skills and their relation to product, process, and resource

Julius Pfrommer, Miriam Schleipen, Jürgen Beyerer · 2013 · 114 citations · Full text

Engineering, Industrial Engineering, Project Management +27

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