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Thursday, September 4, 2025
| Time | Event | (+) |
| 13:00 - 13:30 | Registration - Registration of participants | |
| 13:30 - 13:40 | Introduction - Introduction to the 2nd MecaNano Workshop on Machine Learning for Micro- and Nano-Mechanics. | |
| 13:40 - 15:10 | Tutorial 1: AI methods for material science - Fabio Gasparetti | |
| 15:10 - 16:40 | Tutorial 2: machine learning for materials characterization - Edoardo Rossi | |
| 16:40 - 17:00 | Coffee break | |
| 17:00 - 18:40 | Machine Learning for Mechanical Characterization - Péter Dusán Ispánovity | |
| 17:00 - 17:20 | Advancing Nanoindentation Data Analysis towards Explainable Machine Learning and Open Science - Claus Trost | |
| 17:20 - 17:40 | Predicting Plastic Deformation in Crystalline Materials using Acoustic Emission - Balduin Katzer | |
| 17:40 - 18:00 | Machine learning-based X-ray diffraction line profile analysis for the characterization of compositional libraries of high-entropy alloys - Jenő Gubicza | |
| 18:00 - 18:40 | Break | |
| 18:40 - 19:20 | Materials discovery through machine learning - Edoardo Rossi | |
| 18:40 - 19:00 | Machine Learning-Based Prediction of Mechanical Properties for Additively Manufactured Mo-Re Alloys - Ömer Necati Cora | |
| 19:00 - 19:20 | Characterization of the Intrinsic Stress Field of High Entropy Alloys Based on Machine Learning - Péter Dusán Ispánovity | |
| 19:20 - 19:30 | Closing remarks - First day closing remarks and dinner announcements | |
| 20:00 - 23:00 | Dinner |
Friday, September 5, 2025
| Time | Event | (+) |
| 09:00 - 09:10 | Introduction - Introductin to the second day of the MecaNano Workshop | |
| 09:10 - 10:40 | Tutorial 3: CNNs for damage assessment in steels - Ulrich Kerzel | |
| 10:40 - 11:00 | Coffee break | |
| 11:00 - 12:00 | Image Analysis and Computer Vision in Materials Mechanics - Edoardo Rossi | |
| 11:00 - 11:20 | Machine Learning for Grain-by-Grain Multi-Phase Steel Identification using an Objective Ground Truth - Casper Mornout | |
| 11:20 - 11:40 | Crack tracking for cyclic crack growth in tungsten fine wires - Hannah Lichtenegger | |
| 11:40 - 12:00 | Determining the material porosity using the Python programming language - Jelena Lubura Stošić | |
| 12:00 - 14:00 | Lunch | |
| 14:00 - 14:40 | Data Integration and Multimodal Analysis - Claus Trost | |
| 14:00 - 14:20 | Machine Learning Strategies for Micromechanical Phase Classification from Nanoindentation Data - Laia Ortiz-Membrado | |
| 14:20 - 14:40 | Correlative Microscopy and Nanoindentation: Machine Learning Clustering Methods to Quantify Individual Constituent Properties - Krishna Sarath Kumar Busi | |
| 14:40 - 15:00 | Advanced Combinatorial Approach to Assess Processing and Enviromental Damage in Titanium Thin Foils - Valerio Savo | |
| 15:00 - 15:20 | Parameterising a Cahn-Hilliard Model of Plasticity: The Bayesian Pathway - Amit Chattopadhyay | |
| 15:20 - 15:40 | Group Photo | |
| 15:40 - 16:00 | Closing Remarks - Event closing remarks |
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