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M

Marco F. Huber

institute of industrial manufacturing and management

24H指数
289论文数
3.6K被引数
收录论文 25
发表时间
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Physics-informed machine learning in prognostics and health management: a systematic literature review物理信息机器学习在预测与健康管理中的应用：一项系统文献综述
errJournal of Intelligent Manufacturing
IF7.4
err2026-08-04
err0
errOAAI
errChristopher Braun; Julian Raible; Marco F. Huber
err分享
err收藏
RDF-based knowledge graph integration with deep learning for fault diagnosis
errAdvanced Engineering Informatics
IF9.9
err2026-02-04
err0
errOAAI
errMaximilian-Peter Radtke; Marco F. Huber; Jürgen Bock
err分享
err收藏
Comparing few-shot learning methods in various application scenarios for quality prediction in ultrasonic wire bonding
errThe International Journal of Advanced Manufacturing Technology
IF0
err2026-01-12
err0
errOAAI
errChristoph Buchner; Benjamin Riedle; Christian T. Seidler; Marco F. Huber; Hartmut Eigenbrod; Hans-Georg von Ribbeck; Franz Schlicht
err分享
err收藏
A Novel Taxonomy and Approaches for the Identification of Frequently Occurring Regularities in Degradation Processes of Engineering Systems工程系统退化过程中频繁出现规律的识别的一种新型分类法和途径
errInternational Journal of Prognostics and Health Management
IF1
err2026-01-01
err0
PREAI
errMauthe, Fabian; Braun, Christopher; Raible, Julian; Zeiler, Peter; Huber, Marco F.
err分享
err收藏
Deep reinforcement learning based approach for the search and engagement phase of the robotic screw unfastening process基于深度强化学习的方法用于机器人拧螺丝过程中的搜索与接触阶段
errJournal of Intelligent Manufacturing
IF7.4
err2025-09-30
err0
errOAAI
errAnwar Al Assadi; Yandong Wang; Frank Nägele; Werner Kraus; Marco F. Huber
err分享
err收藏
Nest smarter, not harder: a hybrid vision-based deep reinforcement learning agent for packing 2D irregular geometries by rotational placement更聪明地嵌套，而非更费力：一种基于旋转放置的混合视觉深度强化学习代理，用于2D不规则几何形状的包装
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2025-05-25
err0
errOAAI
errAbdou, Kirolos; Ibrahim, Amgad Fakhry; Binder, Kai; Huber, Marco F.
err分享
err收藏
Machine learning-driven multi-objective parameter optimization for sustainable, efficient, and high-quality ultrasonic wire bonding机器学习驱动的可持续、高效、高质量超声线键合多目标参数优化
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2025-05-19
err0
errOAAI
errBuchner, Christoph; Riedle, Benjamin; Krauss, Jonas; Seidler, Christian T.; Huber, Marco F.; Eigenbrod, Hartmut; von Ribbeck, Hans-Georg; Schlicht, Franz
err分享
err收藏
Data efficient prediction of excited-state properties using quantum neural networks利用量子神经网络高效预测激发态性质
errNEW JOURNAL OF PHYSICS
IF2.8
err2025-05-19
err0
errOAAI
errHagelueken, Manuel; Huber, Marco F.; Roth, Marco
err分享
err收藏
Nestability: A deep learning oracle for nesting scrap prediction in manufacturing industry可嵌套性: 用于制造业嵌套废料预测的深度学习oracle
errRESOURCES CONSERVATION AND RECYCLING
IF10.9
err2024-06-01
err0
errOAAI
errAbdou, Kirolos; Schaaf, Nina; Struckmeier, Frederick; Braun, Jannik; Srinivas, Pavan Bhat Keelanje; Ottnad, Jens; Huber, Marco F.
err分享
err收藏
Towards scalability for resource reconfiguration in robotic assembly line balancing problems using a modified genetic algorithm
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2024-01-12
err3
errOAAI
errAlbus, Marcel; Hornek, Timothee; Kraus, Werner; Huber, Marco F.
err分享
err收藏
HIPer: A Human-Inspired Scene Perception Model for Multifunctional Mobile RobotsHIPer: 多功能移动机器人的人类场景感知模型
errIEEE TRANSACTIONS ON ROBOTICS
IF10.5
err2024-01-01
err0
errOAAI
errGraf, Florenz; Lindermayr, Jochen; Graf, Birgit; Kraus, Werner; Huber, Marco F.
err分享
err收藏
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning
erracm transactions on intelligent systems and technology
IF4.8
err2023-12-08
err5
errOAAI
errZoeller, Marc-Andre; Titov, Waldemar; Schlegel, Thomas; Huber, Marco F.
err分享
err收藏
Challenges and prospects of automated disassembly of fuel cells for a circular economy
errRESOURCES CONSERVATION & RECYCLING ADVANCES
IF6.4
err2023-11-01
err4
errOAAI
errAl Assadi, Anwar; Goes, Dominik; Baazouzi, Sabri; Staudacher, Malena; Malczyk, Piotr; Kraus, Werner; Naegele, Frank; Huber, Marco F.; Fleischer, Juergen; Peuker, Urs; Birke, Kai Peter
err分享
err收藏
Smart nesting: estimating geometrical compatibility in the nesting problem using graph neural networks
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2023-07-24
err4
errOAAI
errAbdou, Kirolos; Mohammed, Osama; Eskandar, George; Ibrahim, Amgad; Matt, Paul-Amaury; Huber, Marco F.
err分享
err收藏
Resource reconfiguration and optimization in brownfield constrained Robotic Assembly Line Balancing Problems
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2023-04-01
err13
errOAAI
errAlbus, Marcel; Huber, Marco F.
err分享
err收藏
Toward Holistic Scene Understanding: A Transfer of Human Scene Perception to Mobile Robots
errIEEE ROBOTICS & AUTOMATION MAGAZINE
IF7.1
err2022-12-01
err8
errOAAI
errGraf, Florenz; Lindermayr, Jochen; Odabasi, Cagatay; Huber, Marco F.
err分享
err收藏
Machine learning based screw drive state detection for unfastening screw connections
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2022-10-01
err5
errOAAI
errAl Assadi, Anwar; Holtz, David; Naegele, Frank; Nitsche, Christof; Kraus, Werner; Huber, Marco F.
err分享
err收藏
Validation of XAI explanations for multivariate time series classification in the maritime domain
errnature computational science
IF3.7
err2022-02-01
err19
PREAI
errVeerappa, Manjunatha; Anneken, Mathias; Burkart, Nadia; Huber, Marco F.
err分享
err收藏
A Reinforcement Learning Approach to View Planning for Automated Inspection Tasks一种用于自动检查任务的视图计划的强化学习方法
errSENSORS
IF3.5
err2021-03-13
err22
errOAAI
errLandgraf, Christian; Meese, Bernd; Pabst, Michael; Martius, Georg; Huber, Marco F.
err分享
err收藏
Are you sure? Prediction revision in automateddecision-making
errEXPERT SYSTEMS
IF2.3
err2020-06-12
err4
errOAAI
errBurkart, Nadia; Robert, Sebastian; Huber, Marco F.
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
M
Marc Peter Deisenroth
H 指数: 41 · 论文数: 210
U
Uwe D. Hanebeck
H 指数: 39 · 论文数: 981
M
M. Pabst
H 指数: 38 · 论文数: 143
J
Jürgen Fleischer
H 指数: 34 · 论文数: 656
U
Urs A. Peuker
H 指数: 32 · 论文数: 308
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