Publicaciones

Consulte a continuación mi lista completa de publicaciones académicas. Puede filtrar por tipo de publicación u ordenar por fecha.

Fecha Título Autor/a Revista/Conferencia Tipo
4 sept 2025 Sailing Towards Zero-Shot State Estimation using Foundation Models Combined with a UKF Tobin Holtmann, David Stenger, Andres Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe IEEE Conference on Decision and Control (CDC 2025) paper-conference
7 abr 2025 Concept Extraction for Time Series with ECLAD-ts Antonia Holzapfel, Andrés Felipe Posada-Moreno, Sebastian Trimpe xAI 2025, Springer CCIS vol. 2576 paper-conference
30 nov 2024 On Foundation Models for Dynamical Systems from Purely Synthetic Data Martin Ziegler, Andres Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe   preprint
25 jun 2024 Concept Extraction for Time Series With ECLAD Antonia Paz Holzapfel San Martin, Andrés Felipe Posada Moreno, Johann Sebastian Trimpe sAIOnARA 2024, Bielefeld paper-conference
25 jun 2024 Closing the Loop with Concept Regularization Andrés Felipe Posada Moreno, Johann Sebastian Trimpe sAIOnARA 2024, Bielefeld paper-conference
11 jun 2024 Pointwise-in-Time Diagnostics for Reinforcement Learning during Training and Runtime Noel Brindise, Andrés Felipe Posada-Moreno, Cedric Langbort, Sebastian Trimpe Proceedings of the 6th Annual Learning for Dynamics & Control Conference (PMLR) paper-conference
22 nov 2023 ECLAD: Extracting Concepts with Local Aggregated Descriptors Andrés Felipe Posada-Moreno, Nikita Surya, Sebastian Trimpe Pattern Recognition journal-article
1 nov 2023 Scale-Preserving Automatic Concept Extraction (SPACE) Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe Machine Learning journal-article
25 may 2023 Image Classification Dataset on Carbon Fiber Reinforcement Quality Control Andrés Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe   dataset
25 may 2023 Image Classification Dataset on Tailored Textiles Quality Control Andrés Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe   dataset
1 ene 2023 Actionable Artificial Intelligence for the Future of Production Mohamed Behery, Philipp Brauner, Hans Aoyang Zhou, Merih Seran Uysal, Vladimir Samsonov, Martin Bellgardt, Florian Brillowski, Tobias Brockhoff, Anahita Farhang Ghahfarokhi, Lars Gleim, Leon Michel Gorissen, Marco Grochowski, Thomas Henn, Elisa Iacomini, Thomas Kaster, István Koren, Martin Liebenberg, Leon Reinsch, Liam Tirpitz, Minh Trinh, Andres Felipe Posada-Moreno, Luca Liehner, Thomas Schemmer, Luisa Vervier, Marcus Völker, Philipp Walderich, Song Zhang, Christian Brecher, Robert H. Schmitt, Stefan Decker, Thomas Gries, Constantin Leon Häfner, Michael Herty, Matthias Jarke, Stefan Kowalewski, Torsten W. Kuhlen, Johannes Henrich Schleifenbaum, Sebastian Trimpe, Wil M. P. van der Aalst, Martina Ziefle, Gerhard Lakemeyer Internet of Production: Fundamentals, Applications and Proceedings (Springer) book-chapter
1 ene 2023 Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks Kai Müller, Andrés Posada-Moreno, Lukas Pelzer, Thomas Gries FAIM 2022 / Flexible Automation and Intelligent Manufacturing (Springer, Lecture Notes in Mechanical Engineering) paper-conference
1 ene 2023 Process Parameter Prediction for Fused Deposition Modeling Using Invertible Neural Networks Lukas Pelzer, Andrés Felipe Posada-Moreno, Kai Müller, Christoph Greb, Christian Hopmann Polymers (MDPI) journal-article
1 ene 2023 Scalable Concept Extraction in Industry 4.0 Andrés Felipe Posada-Moreno, Kai Müller, Florian Brillowski, Friedrich Solowjow, Thomas Gries, Sebastian Trimpe Explainable Artificial Intelligence (xAI Conference, Springer CCIS) paper-conference
1 ene 2023 Qualitätsüberwachung mit Generative Adversarial Networks als Alternative zur Angussprobe für den Großguss Felix Weber, Yao Yao, Lutz Horbach, Andrés Felipe Posada Moreno, Alexander Bezold, Christoph Broeckmann Tagung Werkstoffprüfung 2023 paper-conference
1 ene 2022 Condition Monitoring of Rail Infrastructure and Rolling Stock Using Acceleration Sensor Data of On-Rail Freight Wagons Thomas Otte, Andres Felipe Posada-Moreno, Fabian Hübenthal, Marc Haßler, Holger Bartels, Anas Abdelrazeq, Frank Hees ICPRAM paper-conference
1 ene 2022 Towards Cargo Wagons Brake Health Scoring through Image Processing Andres Felipe Posada-Moreno, Thomas Otte, Damir Pehar, Marc Haßler, Holger Bartels, Anas Abdelrazeq, Frank Hees ICPRAM paper-conference
1 jun 2021 Neural-Network-based State Estimation: The Effect of Pseudo-Measurements Andrea Bragantini, Davide Baroli, Andres Felipe Posada-Moreno, Andrea Benigni 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE) paper-conference
1 dic 2020 Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks Christian Scheiderer, Malte Mosbach, Andrés Felipe Posada-Moreno, Tobias Meisen 2020 International Conference on Computational Science and Computational Intelligence (CSCI) paper-conference
1 ene 2020 Holistic Data Infrastructure and Analytics System for Rail Freight Transport Thomas Otte, Holger Bartels, Andres Felipe Posada Moreno, Georg Wittenburg, Marc Haßler 14th ITS European Congress 2020 paper-conference
1 ene 2020 Cargo Wagon Structural Health Estimation Using Computer Vision A. F. Posada-Moreno, C. Klein, M. Haßler, D. Pehar, A. F. Solvay, C. P. Kohlschein 8th Transport Research Arena, TRA2020 paper-conference
1 ene 2020 Simulation-as-a-Service for Reinforcement Learning Applications by Example of Heavy Plate Rolling Processes Christian Scheiderer, Timo Thun, Christian Idzik, Andrés Felipe Posada-Moreno, Alexander Krämer, Johannes Lohmar, Gerhard Hirt, Tobias Meisen Procedia Manufacturing journal-article
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