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Konstantin Schmidt

Observed names: K. Schmidt, Schmidt, Konstantin
ORCID: 0000-0002-4857-4121
Observed ORCID: 0000-0002-4857-4121
OpenAlex ID: A5072028408
Development and validation of a digital twin framework for SMT manufacturing
2022 · Reinhardt Seidel, Ben Rachinger, et al. · Computers in Industry · 26
A Machine Learning Based Approach to Detect False Calls in SMT Manufacturing
2020 · Nils Thielen, Dominik Werner, et al. · International Spring Seminar on Electronics Technology · 25
Phoneme Recognition In Popular Music.
2007 · Gruhne, Matthias, Dittmar, Christian, et al. · Zenodo (CERN European Organization for Nuclear Research) · 25
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Enhanced X-Ray Inspection of Solder Joints in SMT Electronics Production using Convolutional Neural Networks
2020 · Konstantin Schmidt, Nils Thielen, et al. · IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME) · 22
Laser Alloying Advantages by Dry Coating Metallic Powder Mixtures with SiOx Nanoparticles
2018 · Michael C. H. Karg, Michael Rasch, et al. · Nanomaterials · 17
Blind Bandwidth Extension Based on Convolutional and Recurrent Deep Neural Networks
2018 · Konstantin Schmidt, Bernd Edler · IEEE International Conference on Acoustics Speech and Signal Processing · 17
Intelligent Gap Filling in Perceptual Transform Coding of Audio
2016 · Sascha Disch, Andreas Niedermeier, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 17
The Culture Clash of AI Adoption in Lean Quality Management. Resolving the Tensions at Siemens Electronics Works Amberg
2025 · Benjamin van Giffen, Gunter Beitinger, et al. · Information Systems Journal · 13
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A Reference Architecture for Deploying Large Language Model Applications in Industrial Environments
2024 · Felix Mahr, Giulia Angeli, et al. · IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME) · 12
Trustworthiness of machine learning models in manufacturing applications using the example of electronics manufacturing processes
2022 · Reinhardt Seidel, Konstantin Schmidt, et al. · Procedia CIRP · 11
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Data Mining System Architecture for Industrial Internet of Things in Electronics Production
2020 · Reinhardt Seidel, Hassan Amada, et al. · IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME) · 7
Development and Test of a Data Framework for Prediction of Soldering Quality in Selective Wave Soldering Applying K-Nearest Neighbors
2020 · Reinhardt Seidel, Nils Thielen, et al. · IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME) · 6
Machine Learning Based Quality Prediction for Solder Paste Dispensing in Electronics Production
2022 · Nils Thielen, Wenzhe Pan, et al. · IEEE Electronics Packaging Technology Conference (EPTC) · 5
Clustering of Image Data to Enhance Machine Learning Based Quality Control in THT Manufacturing
2021 · Nils Thielen, Zonghan Jiang, et al. · IEEE International Symposium for Design and Technology in Electronic Packaging (SIITME) · 5
An Automated Optical Inspection System for PIP Solder Joint Classification Using Convolutional Neural Networks
2021 · K. Schmidt, D. Rauchensteiner, et al. · IEEE Electronic Components and Technology Conference (ECTC) · 5
Blind Bandwidth Extension of Speech based on LPCNet
2020 · Konstantin Schmidt, Bernd Edler · European Signal Processing Conference (EUSIPCO) · 5
Order Release Methods in Semiconductor Manufacturing: State-of-the-Art in Science and Lessons from Industry
2020 · Jacob Lohmer, Christian Flechsig, et al. · ASMC proceedings · 5
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Low complexity tonality control in the Intelligent Gap Filling tool
2016 · Konstantin Schmidt, Christian Neukam · IEEE International Conference on Acoustics Speech and Signal Processing · 4
LPC-GAN for Speech Super-Resolution
2023 · Konstantin Schmidt, Bernd Edler, et al. · European Signal Processing Conference (EUSIPCO) · 3
A Methodology for Predictive Life Expectancy of Moisture-Sensitive SMT components using Neural Networks
2022 · Konstantin Schmidt, Lukas Haas, et al. · Procedia CIRP · 3
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Studies and Analyses of Moisture Conditioned SMT-Components
2021 · Lukas Haas, Frank Dopper, et al. · European Microelectronics and Packaging Conference · 2
Deep Neural Network Based Guided Speech Bandwidth Extension
2019 · Konstantin Schmidt, Bernd Edler · Journal of the Audio Engineering Society · 2
Optimizing Machine Learning Performance via Dataset Generation for X-ray Image Classification
2024 · Felix Mahr, Konstantin Schmidt, et al. · International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE) · 1
A Robust, Explainable, and Efficient Deep Metric for Speech and General Audio Quality
2026 · Schmidt, Konstantin, Delgado, Pablo M., et al. · arXiv (Cornell University)
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Ensemble-Based Perceptual Audio Quality Assessment with Confidence Intervals
2026 · Delgado, Pablo M., Brendel, Andreas, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 238
H-index: 10
I10-index: 10
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