Nuclear Physics School (NPS2025)

Material Package

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Everything

Specific sessions

Specific contributions

Specific days

Sessions*

Registration

Retirement Lecture

Quantum Computing

Coffee Break

Lunch

Machine Learning Application

Machine Learning Hands On

Award

Machine Learning Platforms

Banquet

Reception

Discussion

Poster Presentation

Steering Committee Meeting

Include materials from selected sessions

Contributions*

ANPhA Award for Young Scientists (AAYS) (in session "Award")

Application of AI/ML in Relativistic Heavy Ion Physics (in session "Machine Learning Application")

Applications of Machine Learning in Nuclear Physics and Opportunities for Nucleosynthesis Studies (TBC) (in session "Machine Learning Application")

Density Estimation with Neural Transformations: Normalizing Flows and Diffusion Models (in session "Machine Learning Application")

Galactic Dark Matter Density Estimation Using Astronomical Surveys of Galaxies (in session "Machine Learning Application")

GSDC 소개 및 Machine Learning을 위한 GPU 활용법 혹은 활용사례 (in session "Machine Learning Platforms")

Hands On: Building a Translator Based on a Sequence-to-Sequence (Seq2Seq) Model, Implementing a GAN Model for Generating Handwritten Digits (in session "Machine Learning Hands On")

Hands On: Quark–Gluon Jet Classification via Convolutional and Transformer-based Neural Networks (in session "Machine Learning Hands On")

Machine learning in physical science: basics, applications, and challenges I (in session "Machine Learning Application")

Machine learning in physical science: basics, applications, and challenges II (in session "Machine Learning Application")

Quantum Error Correction and Quantum Computing I (in session "Quantum Computing")

Quantum Error Correction and Quantum Computing II (in session "Quantum Computing")

Selected Algorithms I: Decision Tree, Ensemble Learning, Boosting, Generative Adversarial Network (GAN) (in session "Machine Learning Application")

Selected Algorithms II: CNN, RNN, Transformer (in session "Machine Learning Application")

Understanding of the cosmological origin of elements and exotic matter in the universe (in session "Retirement Lecture")

Understanding Shor's Algorithm (in session "Quantum Computing")

Using generative models for nuclear and particle physics I (in session "Machine Learning Application")

Using generative models for nuclear and particle physics II (in session "Machine Learning Application")

포스터 발표자료 (in session "Poster Presentation")

포스터 심사자료 (in session "Poster Presentation")

Include materials from selected contributions

Events scheduled on*

29/06/2025

30/06/2025

01/07/2025

02/07/2025

03/07/2025

04/07/2025

Include materials from sessions/contributions scheduled on the selected dates