Program

September, 2-4

Monday, September 2
08:00 – 09:00 Registration
09:00 – 09:15 Welcome Remarks by Peter Baumann and Stefan Kramer
09:15 – 10:00 Invited Talk: Pat Langley
10:00 – 10:15 Jannis Brugger: Neural-Guided Equation Discovery
10:15 – 10:30 Steffen Staab: Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning
10:30 – 11:00 Coffee Break
11:00 – 11:45 Invited Talk: Ross King
11:45 – 12:30 Invited Talk: Patrick Courtney
12:30 – 13:45 Lunch
13:45 – 14:30 Invited Talk: Saso Dzeroski
14:30 – 14:45 Mattia Cerrato: Science-Gym: A Simple Testbed for AI-driven Scientific Discovery
14:45 – 15:00 Reuben Gardos Reid: Towards Understanding the World with Probabilistic Programs
15:00 – 15:15 Cedric Derstroff: Enhancing AI for Scientific Discovery through Amplified Exploration in MCTS
15:15 – 16:00 Coffee Break
16:00 – 16:45 Invited Talk: Geoff Baldwin
16:45 – 17:00 Nicolò Alagna: Deep Learning Reaction Network: a deep learning kinetic model analysis for time-resolved data
17:00 – 17:15 Luisa Vollmer: A Translating thermodynamic knowledge to computers
17:30 – 19:00 Poster Session and Informal Discussions
19:00 Get Together and Dinner
 
Tuesday, September 3
08:30 – 09:15 Invited Talk: Sebastian Musslick
09:15 – 09:30 Nils Philipp Walter: Learning Exceptional Subgroups by End-to-End Maximizing KL-divergence
09:30 – 09:45 Stephan Weißbach: Neuroimage Denoiser - a Deep Learning Framework for Removing Noise from Transient Fluorescent Signals in Functional Imaging
09:45 – 10:15 Coffee Break
10:15 – 11:00 Invited Talk: Ina Koch
11:00 – 11:45 Invited Talk: Ola Spjuth
11:45 – 13:00 Lunch
13:10 – 19:00 Excursion and Wine Tour in Bacharach
19:00 Dinner
Wednesday, September 4
09:30 – 10:15 Invited Talk: Mario Krenn
10:15 – 10:30 Marius Köppel: Automation of Scientific Discovery: A Particle Physics Perspective
10:30 – 11:00 Coffee Break
11:00 – 11:15 Lukas Stelzl: Combining molecular dynamics simulations and neural networks for elucidating drivers of protein separation
11:15 – 12:00 Invited Talk: Burkhard Rost
12:00 – 12:30 Wrap Up / Summary Discussion lead by Stefan Kramer
13:00 – 14:00 Lunch
14:00 Free Networking and Goodbye