Johannes Dornheim

According to our database, Johannes Dornheim authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A multi-task learning-based optimization approach for finding diverse sets of microstructures with desired properties.

Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm

J. Intell. Manuf., April, 2024

Virtual Analysis of Vehicle Dynamics Limits using Reinforcement Learning.

Simon Olma, Yi Cui, Johannes Dornheim, Danny Braunstedter, Markus Knaup, Mark Wielitzka

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

2023

Machine learning for structure-guided materials and process design.

Lukas Morand, Tarek Iraki, Johannes Dornheim, Stefan Sandfeld, Norbert Link, Dirk Helm

CoRR, 2023

2022

Deep reinforcement learning methods for structure-guided processing path optimization.

Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm

J. Intell. Manuf., 2022

gTLO: A Generalized and Non-linear Multi-Objective Deep Reinforcement Learning Approach.

Johannes Dornheim

CoRR, 2022

2021

A multi-task learning-based optimization approach for finding diverse sets of material microstructures with desired properties and its application to texture optimization.

Tarek Iraki, Lukas Morand, Johannes Dornheim, Norbert Link, Dirk Helm

CoRR, 2021

2020

Structure-Guided Processing Path Optimization with Deep Reinforcement Learning.

Johannes Dornheim, Lukas Morand, Samuel Zeitvogel, Tarek Iraki, Norbert Link, Dirk Helm

CoRR, 2020

Joint Optimization for Multi-person Shape Models from Markerless 3D-Scans.

Samuel Zeitvogel, Johannes Dornheim, Astrid Laubenheimer

Proceedings of the Computer Vision - ECCV 2020, 2020

2018

Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes.

Johannes Dornheim, Norbert Link

CoRR, 2018

Model-Free Adaptive Optimal Control of Sequential Manufacturing Processes using Reinforcement Learning.

Johannes Dornheim, Norbert Link, Peter Gumbsch

CoRR, 2018

2015

Interaction analysis through fuzzy temporal logic: Extensions for clustering and parameter learning.

Joris IJsselmuiden, Johannes Dornheim

Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015