DX 2025
Mon 22 - Wed 24 September 2025 Nashville, Tennessee, United States
DX 2025 (series) /

Schedule

Info for our presenters: each paper will be allotted 30 minutes (including Q&A), please prepare presentations between 20 and 22 minutes so that there is enough time for discussions.

We marked the candidates for the DX’25 Best Paper Award with the prefix AC: in the titles.

Please, find the Scarritt Bennett Center venue map through this link (https://scarrittbennett.org/wp-content/uploads/2021/03/SBC_CampusMap_2021.pdf)

Program September 22-24, 2025

Monday, Sept. 22nd
07:30 - 08:30 Breakfast (Susie Gray Dining Hall)
09:00 - 09:20 Opening chaired by Gautam Biswas, Marcos Quinones Grueiro, and Ingo Pill
9:30 - 10:30 ProgPy: Prognostics Python Packages
DX'25 invited talk by Chetan Kulkarni, KBR Sr. Technical Fellow and staff researcher at NASA Ames Research Center's Prognostics Center of Excellence hosted by Ingo Pill, Marcos Quinones Grueiro
10:30 - 11:00 Coffee Break
11:00 - 12:00 Paper Session 1
  • Assessing Diagnosis Algorithms: Of Sampling, Baselines, Metrics and Oracles (AC) by Ingo Pill and Johan de Kleer
  • Combining Dynamic Slicing and Spectrum-based Fault Localization - A First Experimental Evaluation by Jonas Schleich and Franz Wotawa
12:00 - 1:00 Lunch
1:00 - 2:30 Ph.D. panel chaired by Gautam Biswas, Louise Travé-Massuyès, Ingo Pill, Johan de Kleer
  • Unsupervised Multimodal Learning for Fault Diagnosis and Prognosis - Application to Radiotherapy Systems (45 mins), by Kélian Poujade, Louise Travé-Massuyès, Jérémy Pirard, and Laure Vieillevigne
  • Using Qualitative Simulation Models for Monitoring and Diagnosis (45 mins), by Ankita Das, Roxane Koitz-Hristov, and Franz Wotawa
2:30 - 3:00 Coffee Break
3:00 - 4:00 Paper Session 2
  • Beyond Static Diagnosis: A Temporal ASP Framework for HVAC Fault Detection by Roxane Koitz-Hristov, Liliana Marie Prikler, and Franz Wotawa
  • Are diagnostic concepts within the reach of LLMs? by Anna Sztyber-Betley, Elodie Chanthery, Louise Travé-Massuyès, Silke Merkelbach, Karol Kukla, Maxence Glotin, Alexander Diedrich, and Oliver Niggemann
4:00 - 5:00 Poster session
  • Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis by Stan Muñoz Gutiérrez and Franz Wotawa
  • GEMMA-FD: Zero-Shot Fault Detection in Heat Pumps Using Multimodal Language Models by Herbert Muehlburger and Franz Wotawa
  • Beyond Dynamic Bayesian Networks: Fusing Temporal Logic Monitors with Probabilistic Diagnosis by Chetan Kulkarni and Johann Schumann

Tuesday, Sept. 23th
07:30 - 08:30 Breakfast (Susie Gray Dining Hall)
9:00 - 10:30 Probabilistic Digital Twins for System Resilience
DX'25 keynote talk by Sankaran Mahadevan, John R. Murray Sr. Professor of Civil and Environmental Engineering at Vanderbilt University, Nashville, Tennessee hosted by Marcos Quinones Grueiro, Gautam Biswas
10:30 - 11:00 Coffee Break
11:00 - 12:00 Paper Session 3
  • Towards predictive maintenance in an aluminum die-casting process using deep learning clustering and dimensionality reduction by Miguel Cubero, Luis Ignacio Jiménez, Daniel López, Belarmino Pulido, and Carlos Alonso-González
  • One-Shot Learning in Hybrid System Identification: A New Modular Paradigm by Swantje Plambeck, Maximilian Schmidt, Louise Travé-Massuyès, and Goerschwin Fey
12:00 - 1:00 Lunch
1:00 - 2:30 DX competition chaired by Ingo Pill, Johan de Kleer
  • Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships (AC) by Austin Coursey, Abel Diaz-Gonzalez, Marcos Quinones-Grueiro, and Gautam Biswas
  • The DX Competition 2025 and its Benchmarks (AC) by Ingo Pill, Daniel Jung, Eldin Kurudzija, Anna Sztyber-Betley, Michał Syfert, Kai Dresia, Günther Waxenegger-Wilfing, and Johan de Kleer
2:30 - 3:00 Coffee Break
3:00 - 4:30 Business meeting and Award Ceremony chaired by Ingo Pill
4:30 - 7:30 Free
8:30 - 10:00 Gala dinner The Listening Room Cafe (https://listeningroomcafe.com)

Wednesday, Sept. 24th
07:30 - 08:30 Breakfast (Susie Gray Dining Hall)
9:00 - 10:00 Data-driven fault diagnosis without data – Applying model-based principles in a data-driven context
DX'25 invited talk by Daniel Jung, Associate Professor at the Dept. of E.E. at Linköping University, Sweden hosted by Gautam Biswas, Ingo Pill
10:00 - 10:30 Coffee Break
10:30 - 12:00 Paper Session 4
  • Safe to Fly? Real-Time Flight Mission Feasibility Assessment for Drone Package Delivery Operations by Abenezer Taye, Austin Coursey, Marcos Quinones-Grueiro, Chao Hu, Gautam Biswas, and Peng Wei
  • A Data-driven Particle Filter Approach for System-Level Prediction of Remaining Useful Lifeby Abel Diaz-Gonzalez, Austin Coursey, Marcos Quinones-Grueiro, and Gautam Biswas
  • Automating Control System Design: Using Language Models for Expert Knowledge in Decentralized Controller Auto-tuning by Marlon J. Ares-Milian, Gregory Provan, and Marcos Quinones-Grueiro
12:00 - 1:00 Lunch
1:00 - 1:20 Closing ceremony
1:20 - 4:30 Free
4:30 - 10:00 Social event (Dinner included) General Jackson Showboat (https://generaljackson.com)
  • Pickup/Drop off location: Scarrit Bennet Center parking lot
  • Pickup time: 4:30 pm. Drop off time: 10:00 pm
  • You will have some time to explore Opry Mills Mall and Opryland Hotel and Resort before the boat departs
  • Showboat boarding: 6:15 pm. Showboat departure: 7:00 pm.
  • The showboat pick up location: https://generaljackson.com/tickets-details/directions/