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Technical University of Munich

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AMC Annual Retreat 2025

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The 1st AMC Annual Retreat will be held at TUM’s Science & Study Center in Raitenhaslach on July 22nd and 23rd, 2025.

We will leave from the main train station in Munich on Tuesday, 22.7. at 9:07 and will arrive in Burghausen at 11:16. From there, we will take a shuttle bus to the Raitenhaslach conference center. 
09:07 departure München Hbf Gleis 8
10:17 arrival Mühldorf Gleis 3 A-B
10:37 departure Mühldorf Gleis 2 A-B
11:16 arrival Burghausen Gleis 1
Shuttle-Bus Burghausen Bahnhof directly to Raitenhaslach (incl. luggage), 10 min.

The official program ends on Wednesday evening, and we are staying one more night in the hotel. On Thursday 24.7. you could take any train back to Munich. For example:
by foot 8 min. to Stadtplatz Burghausen
08:58, 09:28 to go ca. 8 min to train station Bahnhof Burghausen (by Citybus 1 Blue Line, every 30 min.)
09:45 departure Burghausen Bahnhof Gleis 1
10:21 arrival Mühldorf Gleis 2 C-G
10:30 departure Mühldorf Gleis 3 C-F
11:37 arrival München Hauptbahnhof Gleis 6

Tuesday 22.07.2025

12:15 - 12:30Welcome
12:30 - 13:45Lunch at Akademiezentrum Raitenhaslach
13:45 - 14:15Equivariant Neural Network Machine Learning for Dynamic Electronic Structure
 Manuel Grumet (Prof. Egger)
14:15 - 14:45Rigorous Benchmark of Implicit Electrolyte Models
 Alessandro Mangiameli (Prof. Stein)
14:45 - 15:15A strongly coupled system perspective on hybrid solvation models
 Mohammad Rahbar (Prof. Stein)
15:30 - 16:00Coffee break
16:00 - 16:30Computational Screening of Potential Metal Nanocluster Precursors for ZIF-8 Encapsulation
 Poonam (Prof. Gagliardi)
16:30 - 17:00Accelerating Molecular Energy Prediction via DimeNet-Transformer-GP Fusion
 Zhaosu Gu (Prof. Gagliardi)
17:00 - 17:30Modeling Electron-Vibrational Interactions: From Ab Initio Parameterization to Tensor Network Methods
 Maximilian Dorfner (Prof. Ortmann)
17:30 - 18:00Optical properties for large systems using the linear scaling Wannier optics approach
 Konrad Merkel (Prof. Ortmann)
18:00 - 20:15Dinner at Klosterhof Raitenhaslach

Wednesday 23.07.2025

08:00 - 08:30  Breakfast Hotel Burgblick
09:00 - 09:30Machine Learning Potentials for Prior Estimation and Multifidelity Sampling in Global Atomic Structure Optimization
 Casper Larsen (Prof. Rinke)
09:30 - 10:00Machine Learning Accelerated Descriptor Design for Catalyst Discovery in CO2 to Methanol Conversion
 Prajwal Pisal (Prof. Rinke)
10:00 - 10:30Physics-informed kernel-based machine learning for finite-temperature Hamiltonians
 Martin Schwade (Prof. Egger)
10:30 - 11:00Coffee break
11:00 - 11:30Identifying Mobile Ions in Solid Electrolytes from Machine Learning Potentials and Raman Spectroscopy
 Waldemar Kaiser (Prof. Egger)
11:30 - 12:00Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration
 Michal Sanocki (Prof. Zavadlav Koller)
12:00 - 12:30From Training to Deployment: Scalable Molecular Dynamics with Machine Learning Potentials
 Weilong Chen (Prof. Zavadlav Koller)
12:30 - 13:45Lunch at Akademiezentrum Raitenhaslach
13:45 - 15:30Poster presentation workshopGeneral Assembly                                    
 Heidi HenricksonAMC Core Members
15:30 - 16:00Coffee break 
16:00 - 17:45Pitching your next manuscript to your research group leaderStrategy Meeting
 Heidi HenricksonAMC Board Members
18:00 - 20:15Dinner at Hotel Post Burghausen 

Thursday 24.07.2025

08:00 - 08:30Breakfast Hotel Burgblick                                                                                                                                   
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