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Development and validation of a digital twin framework for SMT manufacturing

Computers in industry, 2023-02, Vol.145, p.103831, Article 103831

2023

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A process model for systematically setting up the data basis for data-driven projects in manufacturing

Journal of manufacturing systems, 2023-12, Vol.71, p.1-19

2023

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Trustworthiness of machine learning models in manufacturing applications using the example of electronics manufacturing processes

Procedia CIRP, 2022, Vol.107, p.487-492

2022

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Multi-Model Machine Learning based Industrial Vision Framework for Assembly Part Quality Control

2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 2022, p.1-4

2022

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Optimizing Machine Learning Performance via Dataset Generation for X-ray Image Classification

2024 25th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE), 2024, p.1-6

2024

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Attention-based Image Compression in Sensor Assembly

2022 IEEE 28th International Symposium for Design and Technology in Electronic Packaging (SIITME), 2022, p.136-141

2022

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Influences on the Mechanical Strength of Inkjet-Printed, Ag-Nanoparticle-Based Interconnects of Fine-Pitch Components

2024 47th International Spring Seminar on Electronics Technology (ISSE), 2024, Vol.2024, p.1-6

2024

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Anomaly Detection for Dispensing of Solder Paste on 3D Circuit Carriers Using Machine Learning

2023 IEEE 25th Electronics Packaging Technology Conference (EPTC), 2023, p.932-937

2023

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Comparative Study on Different Methods to Generate Synthetic Data for the Classification of THT Solder Joints

2024 1st International Conference on Production Technologies and Systems for E-Mobility (EPTS), 2024, p.1-6

2024

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Machine Learning Based Quality Prediction for Solder Paste Dispensing in Electronics Production

2022 IEEE 24th Electronics Packaging Technology Conference (EPTC), 2022, p.858-863

2022

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Analysis of the Suitability of Inkjet-Printed Ag-Particle-Filled Inks for Use in Connections of Fine-Pitch Electrical Components

2023 46th International Spring Seminar on Electronics Technology (ISSE), 2023, p.1-6

2023

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Clustering of Image Data to Enhance Machine Learning Based Quality Control in THT Manufacturing

2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME), 2021, p.287-291

2021

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Enhanced X-Ray Inspection of Solder Joints in SMT Electronics Production using Convolutional Neural Networks

2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME), 2020, p.26-31

2020

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Prediction of the Solder Rise in Selective Wave Soldering Comparing Decision Tree and Logistic Regression

2020 43rd International Spring Seminar on Electronics Technology (ISSE), 2020, p.1-7

2020

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Data Mining System Architecture for Industrial Internet of Things in Electronics Production

2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME), 2020, p.75-80

2020

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Machine Learning Approach towards Quality Control of Aerosol-Jet Printed Polymer Optical Waveguides Material

2021 IEEE Region 10 Symposium (TENSYMP), 2021, p.1-5

2021

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Development and Test of a Data Framework for Prediction of Soldering Quality in Selective Wave Soldering Applying K-Nearest Neighbors

2020 IEEE 26th International Symposium for Design and Technology in Electronic Packaging (SIITME), 2020, p.250-255

2020

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A Machine Learning Based Approach to Detect False Calls in SMT Manufacturing

2020 43rd International Spring Seminar on Electronics Technology (ISSE), 2020, p.1-6

2020

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Experimental Investigation on Thermocouple Attachment Methods for Reliable Temperature Measurement

2020 43rd International Spring Seminar on Electronics Technology (ISSE), 2020, p.1-6

2020

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Unterstützung bei der Einführung von KI in der Produktion

VDI-Z, 2024, Vol.166 (11-12), p.67-71

2024

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Circulating Apoptotic Microparticles in Systemic Lupus Erythematosus Patients Drive the Activation of Dendritic Cell Subsets and Prime Neutrophils for NETosis

Arthritis & rheumatology (Hoboken, N.J.), 2016-02, Vol.68 (2), p.462-472

2016

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Biomimetic Products

Biomimetics, 2011

Bar-Cohen, Yoseph

2011

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Development and validation of a digital twin framework for SMT manufacturing

A process model for systematically setting up the data basis for data-driven projects in manufacturing

Trustworthiness of machine learning models in manufacturing applications using the example of electronics manufacturing processes

Multi-Model Machine Learning based Industrial Vision Framework for Assembly Part Quality Control

Optimizing Machine Learning Performance via Dataset Generation for X-ray Image Classification

Attention-based Image Compression in Sensor Assembly

Influences on the Mechanical Strength of Inkjet-Printed, Ag-Nanoparticle-Based Interconnects of Fine-Pitch Components

Anomaly Detection for Dispensing of Solder Paste on 3D Circuit Carriers Using Machine Learning

Comparative Study on Different Methods to Generate Synthetic Data for the Classification of THT Solder Joints

Machine Learning Based Quality Prediction for Solder Paste Dispensing in Electronics Production

Analysis of the Suitability of Inkjet-Printed Ag-Particle-Filled Inks for Use in Connections of Fine-Pitch Electrical Components

Clustering of Image Data to Enhance Machine Learning Based Quality Control in THT Manufacturing

Enhanced X-Ray Inspection of Solder Joints in SMT Electronics Production using Convolutional Neural Networks

Prediction of the Solder Rise in Selective Wave Soldering Comparing Decision Tree and Logistic Regression

Data Mining System Architecture for Industrial Internet of Things in Electronics Production

Machine Learning Approach towards Quality Control of Aerosol-Jet Printed Polymer Optical Waveguides Material

Development and Test of a Data Framework for Prediction of Soldering Quality in Selective Wave Soldering Applying K-Nearest Neighbors

A Machine Learning Based Approach to Detect False Calls in SMT Manufacturing

Experimental Investigation on Thermocouple Attachment Methods for Reliable Temperature Measurement

Unterstützung bei der Einführung von KI in der Produktion

Circulating Apoptotic Microparticles in Systemic Lupus Erythematosus Patients Drive the Activation of Dendritic Cell Subsets and Prime Neutrophils for NETosis

Biomimetic Products

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