Nils Thielen

Lehrstuhl für Fertigungsautomatisierung und Produktionssystematik (FAPS)

Improving THT-AOI Image Classification through Federated Learning: A Study on Model Performance and Training Stability under Various Data Distributions (2025) Rachinger B, Thielen N, Meier S, Franke J, Risch F Conference contribution, Conference Contribution Data-Driven Bed of Nails Wear Analysis for the in-Circuit-Testing of Electronic Modules (2024) Sindel T, Thielen N, Mahr F, Reichenstein T, Erdogan H, Franke J Conference contribution Comparative Study on Different Methods to Generate Synthetic Data for the Classification of THT Solder Joints (2024) Thielen N, Rachinger B, Schröder F, Preitschaft A, Meier S, Seidel R, Reinhardt A, Franke J Conference contribution Implementation of a Camera System for the Application of Artificial Intelligence in Monitoring the Cold Atmospheric Plasma Spray Process (2024) Ockel M, Meier S, Stelter O, Thielen N, Bründl P, Franke J Conference contribution Optimizing Machine Learning Performance via Dataset Generation for X-ray Image Classification (2024) Mahr F, Schmidt K, Thielen N, Sindel T, Franke J Conference contribution A process model for systematically setting up the data basis for data-driven projects in manufacturing (2023) Meier S, Klarmann S, Thielen N, Pfefferer C, Kuhn M, Franke J Journal article Development and validation of a digital twin framework for SMT manufacturing (2023) Seidel R, Rachinger B, Thielen N, Schmidt K, Meier S, Franke J Journal article Analysis of the Suitability of Inkjet-Printed Ag-Particle-Filled Inks for Use in Connections of Fine-Pitch Electrical Components (2023) Voigt C, Petersen M, Thielen N, Utsch D, Häußler F, Kirchberger M, Franke J Conference contribution, Conference Contribution Anomaly Detection for Dispensing of Solder Paste on 3D Circuit Carriers Using Machine Learning (2023) Thielen N, Wagner M, Meier S, Voigt C, Franke J Conference contribution Attention-based Image Compression in Sensor Assembly (2022) Meier S, Erkan A, Thielen N, Klarmann S, Franke J Conference contribution