HAMLET-PHYSICS 2025 Conference/Workshop

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Sessions*

Registration & Breakfast

Plenary

Keynote

Lunch

Reception

Train

Social excursion and dinner

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Contributions*

[Remote] Delineation of peatland areas based on drone-borne radiometric surveys and unsupervised machine learning (in session "Plenary")

Achieving sub-temporal resolution in the analysis of two-state single-molecule trajectories (in session "Plenary")

AI for fundamental physics – next steps (in session "Keynote")

AI-enhanced High Resolution Functional Imaging Reveals Trap States and Charge Carrier Recombination Pathways in Perovskite (in session "Plenary")

AI/ML Impact Areas in Physics and Materials Discovery of Halide Perovskite Nanomaterials (in session "Reception")

Assessing Insect Biodiversity and Activity Patterns in Tropical Forests Using Entomological Lidar and Hierarchical Clustering Analysis (in session "Reception")

Characterizing ultrashort laser pulses with DenseNet (in session "Reception")

Conference Dinner (in session "Social excursion and dinner")

Development of innovative methods for fission trigger construction (in session "Plenary")

Efficient Quantum Vision Transformers (in session "Reception")

Global glacier ice thickness inversion with supervised learning (in session "Plenary")

Imaging Electron Beams with Virtual Diagnostics (in session "Plenary")

Investigating the insulator to metal transition in $\textrm{Ca}_2\textrm{RuO}_4$ with $k$-means (in session "Reception")

Keynote C (in session "Keynote")

Kronborg (in session "Social excursion and dinner")

Learning from Noisy Spectra: AI-Assisted Characterization of Quantum Materials via Raman Data (in session "Plenary")

Lightning talks (in session "Plenary")

Machine Learning and Quantum Field Theory: a two-way dialogue (in session "Plenary")

Machine learning for analytic calculations in theoretical physics (in session "Plenary")

Machine Learning for Predicting Catalyst Properties in Binary Alloys (in session "Reception")

Machine Unlearning (in session "Plenary")

Neural networks as trace-preserving quantum channels (in session "Plenary")

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Panel Discussion (in session "Keynote")

Past Experiences with Machine Learning (in session "Plenary")

Perovskite Molecular Dynamics Enhanced by LATTE: Machine Learning Potentials Using Local Atomic Tensors (in session "Reception")

PolarBERT, a foundation model for the IceCube Neutrino Observatory (in session "Plenary")

Reception (in session "Social excursion and dinner")

Shape and Softness Alter Particle sorting in deterministic lateral displacement : An experimental and simulation study (in session "Reception")

Summary (in session "Plenary")

The Quantum Technology ecosystem: A data-driven analysis of policy trajectories and the labor market (in session "Plenary")

Towards an artificial muse for new ideas in Science (in session "Keynote")

Train (in session "Social excursion and dinner")

Understanding angle-resolved photoemission data in space and time (in session "Reception")

Unlocking the MeV Spectrum: Advancing Detector Technology with AI (in session "Reception")

Unraveling Breast Cancer Heterogeneity: Microfluidic Sorting and Bioassay-Based Functional Analysis (in session "Reception")

Walk to train (in session "Social excursion and dinner")

When MAGIC met IceCube: Doing Gamma-Ray Astronomy with Neutrino Event Reconstruction (in session "Plenary")

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Events scheduled on*

20/08/2025

21/08/2025

22/08/2025

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