Scope
Our annual research workshop features talks by researchers, doctoral and master's and students from Frankfurt University of Applied Sciences, Lappeenranta-Lahti University of Technology, Trier University of Applied Sciences, Universidad de Cádiz, University of Helsinki, and University of Huddersfield. The workshop starts on Monday midday and ends on Wednesday midday.
Organizers: Prof. Jörg Schäfer, Prof. Martin Simon
Travel Information
By train:
There will be a group travelling from Frankfurt. Please get in touch with Hendrik in case you wish to join.
Scientific Program
Monday, October 20th | Tuesday, October 21st | Wednesday, October 22nd |
10:30-12:00 Arrival 12:30 Lunch Break | Chair: Matthias Wagner Session 3 09:00-09:30 George Bargiannis & Emmanuel Papadakis Neurosymbolic Applications in Sustainable Supply Chains and Drug Discovery 09:30-10:00 Sara Balderas Díaz The Open Problem of Class Imbalance in Predictive Mutation Testing 10:20-10:45 Coffee Break | Chair: Heikki Haario Session 5 09:00-09:30 Fatima Butt Forecasting ECG Signals under Temporal Fusion Transformers and xLSTMs 09:30-10:00 Cândido Vieira Applications of the Steering-Model: A Hybrid DSP-ML 10:00-10:45 Coffee Break |
Session 1 Chair: Jörg Schäfer 14:00-14:30 Ann Smith Functional data analysis 14:40-15:00 Anahita Farhang Ghahfarokhi Explainable Artificial Intelligence for Time Series - Using Attention Mechanism: Application to Wind Turbine Fault Detection 15:00-16:00 Coffee Break, Room check-in | Session 4 10:45-11:15 Hendrik Weichel Regularization of LLM-based Information Extraction from Tables 11:15-11:45 Gabriel Guerrero-Contreras From Noise to Knowledge with AI for Urban Siren Recognition 12:00 Lunch | Session 6 10:45-11:15 Jörg Schäfer / Gian Luca Buono Surrogate Models for Error Prediction in Weather Forecasts 11:15-11:45 Lassi Roininen Rough Feature Estimation within Bayesian Inversion
Closing: Jörg Schäfer, Martin Simon 12:00 Lunch |
Session 2 Chair: Martin Simon 16:00-16:30 Angelica M. Castillo Kalman filtering for space weather applications 16:30-17:00 Hans-Peter Beise On (Unstable) Fixed Points in Modern Continuous Hopfield Networks 16:30-17:00 Petteri Piiroinen Fractional Brownian motion and rough paths | 13:30-17:30 Hike 17:30-18:00 Student Pitch Talks 18:30 Workshop Dinner |