DX C

18 papers

YearTitle / Authors
202536th International Conference on Principles of Diagnosis and Resilient Systems, DX 2025, Nashville, TN, USA, September 22-24, 2025
Marcos Quiñones-Grueiro, Gautam Biswas, Ingo Pill
2025A Data-Driven Particle Filter Approach for System-Level Prediction of Remaining Useful Life.
Abel Díaz-González, Austin Coursey, Marcos Quiñones-Grueiro, Gautam Biswas
2025Are Diagnostic Concepts Within the Reach of LLMs?
Anna Sztyber-Betley, Elodie Chanthery, Louise Travé-Massuyès, Silke Merkelbach, Karol Kukla, Maxence Glotin, Alexander Diedrich, Oliver Niggemann
2025Assessing Diagnosis Algorithms: Of Sampling, Baselines, Metrics and Oracles.
Ingo Pill, Johan de Kleer
2025Automating Control System Design: Using Language Models for Expert Knowledge in Decentralized Controller Auto-Tuning.
Marlon J. Ares Milián, Gregory M. Provan, Marcos Quiñones-Grueiro
2025Beyond Dynamic Bayesian Networks: Fusing Temporal Logic Monitors with Probabilistic Diagnosis (Short Paper).
Chetan Kulkarni, Johann Schumann
2025Beyond Static Diagnosis: A Temporal ASP Framework for HVAC Fault Detection.
Roxane Koitz-Hristov, Liliana Marie Prikler, Franz Wotawa
2025Combining Dynamic Slicing and Spectrum-Based Fault Localization - A First Experimental Evaluation.
Jonas Schleich, Franz Wotawa
2025Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships (DX Competition).
Austin Coursey, Abel Díaz-González, Marcos Quiñones-Grueiro, Gautam Biswas
2025Front Matter, Table of Contents, Preface, Conference Organization.
2025GEMMA-FD: Zero-Shot Fault Detection in Heat Pumps Using Multimodal Language Models.
Herbert Mühlburger, Franz Wotawa
2025One-Shot Learning in Hybrid System Identification: A New Modular Paradigm.
Swantje Plambeck, Maximilian Schmidt, Louise Travé-Massuyès, Görschwin Fey
2025Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis.
Stan Muñoz Gutiérrez, Franz Wotawa
2025Safe to Fly? Real-Time Flight Mission Feasibility Assessment for Drone Package Delivery Operations.
Abenezer Taye, Austin Coursey, Marcos Quiñones-Grueiro, Chao Hu, Gautam Biswas, Peng Wei
2025The DX Competition 2025 and Its Benchmarks (DX Competition).
Ingo Pill, Daniel Jung, Eldin Kurudzija, Anna Sztyber-Betley, Michal Syfert, Kai Dresia, Günther Waxenegger-Wilfing, Johan de Kleer
2025Towards Predictive Maintenance in an Aluminum Die-Casting Process Using Deep Learning Clustering and Dimensionality Reduction.
Miguel Cubero, Luis-Ignacio Jimenez, Daniel López, Belarmino Pulido, Carlos J. Alonso-González
2025Unsupervised Multimodal Learning for Fault Diagnosis and Prognosis - Application to Radiotherapy Systems (PhD Panel).
Kélian Poujade, Louise Travé-Massuyès, Jérémy Pirard, Laure Vieillevigne
2025Using Qualitative Simulation Models for Monitoring and Diagnosis.
Ankita Das, Roxane Koitz-Hristov, Franz Wotawa