Publications SRS
In accordance with the well known and accepted rule in the engineering field, the author sequence of all publications (1989 to present) is related to the FLAE system (first-last-author-emphasis system).
2026 |
Journal- and book contributions |
Donandt, K.; Söffker, D.: Interaction-Aware Graph Neural Network Modeling for Inland Multi-Ship Trajectory Prediction with Explainability Insights. IEEE Transactions on Intelligent Vehicles, 2026, submitted.
Ewen, D.; Denker, J. : Prediction of Strip Width Deviation in Hot Strip Roughing Mills Based on Machine Learning Regression. ESAFORM2026: MS12: Advanced Numerical and AI Strategies for Material Forming, 2026, submitted.
Haupts, P.; Al Joumaa, H.; Al-Shrouf, L; Jelali, M.: A Comparison of Feature Engineering and Representation Learning for Multiclass Dye Penetrant Defect Classification on Centrifugally Cast Steel Tubes. NDT&E International, 2026, submitted.
Papadopoulos, K.; Brüninghaus, J.; Jelali, M.: Detection of low-density foreign objects in confectionery products using sub-terahertz technology. Journal of Food Measurement and Characterization, 2026.[LINK]
Rastin, Z.; Söffker, D.: A multi-parameter POD approach for advanced evaluation and reliability-based optimization of machine learning classifiers in structural health monitoring. Structural Control and health monitoring, 2026, submitted.
Yeboah M. K.; Asiedu, N. Y.; Söffker, D.; Addo, A.: Grey box modeling framework for consolidated bioprocessing systems: An endpoint estimation approach. Bioresources and Bioprocessing, Springer, 2026, submitted.
Referenzierbare und mehrfach referierte Konferenzbeiträge |
Aliberti, L.; Perfetto, D.; D'Aniello, G.; Gaeta, M.; Söffker, D.: Integrating Situation Awareness into Intelligent Recommender Systems. 2026 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), Tempe, Arizona, Mar 9-12, 2026, accepted.[LINK]
Benrabia, I.; Söffker,D.: Physics-Informed Deep Learning and Rule-Based adjustment PIDL-RB for online Building Energy Management System: A Comparative Study. 2026 European Control Conference (ECC), Reykjavik, Iceland, 2026, submitted.
Diepers, F.; Ahle, E.; Söffker, D.: GP-based Offset-free MPC using Disturbance Models and MHE. 2026 European Control Conference (ECC), Reykjavik, Iceland, 2026, submitted.
Haupts, P.; Jelali, M.: Spatial Quality Description as a Basis for Quality Prescription in Centrifugal Casting. 2026 20th CIRP Conference on Intelligent Computation ind Manufacturing Engineering, Ischia, Italy, July 8-10, 2026, submitted.
Haupts, P.; Jelali, M.: A Reference Architecture for Closed-Loop Predictive Quality Control under Limited Process Observability: A Centrifugal Casting Case Study. 2026 12th IEEE International Conference on Control, Decision, and Information Technologies, Bari, Italy, July 13-16, 2026, submitted.
Haupts, P.; Pose, S.; Jelali, M.: Deep Learning-Supported Automated Evaluation of Dye Penetrant Inspection Results in Compliance with EN 1371-1 and ASME Section VIII. 2026 14th European Conference on Non-Destructive Testing, Verona, Italy, June 15-19, 2026, submitted.
Liebeton, J.; Chooah, R; Söffker, D.: Modeling of reduced-order mechanical structures describing Lamb wave behavior in CFRP plates using an untypical machine learning training approach. 12th European Workshop on SHM, Toulouse, France, July 7-10, 2026, submitted.
Liebeton, J.; Rastin, Z; Söffker, D.: Advanced POD-Based Evaluation of Load-Dependent Performance in Machine Learning Damage Diagnosis. European Safety and Reliability Conference (ESREL), Braga, Portugal, June 14-19, 2026, submitted.
Liebeton, J.; Selvaraj, S; Söffker, D.: Mechanisms in CFRP Composites. 2nd Latin-American Workshop on Structural Health Monitoring, Santiago, Chile, January 7-9, 2026, accepted.
Liebeton, J.; Selvaraj, S; Söffker, D.: A Steady-State Approach to Analyzing Lamb Wave Boundary Interactions in CFRP. 12th European Workshop on SHM, Toulouse, France, July 7-10, 2026, submitted.
Liebeton, J.; Söffker, D.: Acoustic Emission-based Differentiation of Concurrent Damage. 2nd Latin-American Workshop on Structural Health Monitoring, Santiago, Chile, January 7-9, 2026, accepted.
Polke, D.; Ahle, E.; Söffker, D.: Bayesian Active Learning with Polynomial Chaos Expanded Gaussian Process. 2026 3rd IEEE International Conference on Artificial Intelligence, Computer, Data Sciences and Applications, Boracay Island, Philippines, 5-7 February, 2026, accepted.
Salighe, S.; Söffker, D.: A Multi-Model Approach to Model-Free Adaptive Predictive Control for Discrete Nonlinear Systems Subject to Measurement Noise. 24nd European Control Conference (ECC26), 2026, submitted.
Zeno, M.; Söffker, D.: Balancing Nutrient Cycles in Aquaponic Systems: Population-Based Control of Plants to Reduce Water Exchange and External Nitrate Supply. 23rd IFAC World Congress, Busan, Korea, August 23-28, 2026, submitted.
Weitere Konferenzbeiträge |
Vorträge/Sonstiges |