Nuclear Physics School (NPS2025)

30 Jun 2025, 01:00 → 4 Jul 2025, 14:00 Asia/Seoul

세미나실 (제주대학교 연수원)

MinJung Kweon (Inha University)

2025년 핵물리학교가 오는 6월 30일(월)부터 7월 4일(금)까지 제주대학교 연수원에서 개최됩니다.

올해 스쿨에서는
핵물리, 천체물리, 입자물리에서 활용되는 머신러닝의 기초와 응용,
그리고 양자 오류 보정(Quantum Error Correction)을 주제로
해당 분야 전문가들을 초청해 강연을 진행할 예정입니다.

 

⭐️ 안내

📍 참가 학생들에게는 스쿨 기간(6월 30일 ~ 7월 4일) 동안 제주대학교 연수원 숙소가 제공됩니다.
등록 시 숙박 날짜를 반드시 확인해 주세요.

📍 스쿨 기간 중 아침, 점심 식사와 함께 리셉션 및 뱅큇(만찬)도 제공됩니다.

📍 참가 학생들의 포스터 발표 세션이 마련되어 있습니다. 핵물리학 관련 주제라면 형식과 내용에 제한은 없으며, 발표된 포스터 중 심사를 거쳐 ANPhA Award for Young Scientists (AAYS)를 수여할 예정입니다. 별다른 사정이 없다면 모든 학생이 발표해주시기 바랍니다. 

• 포스터는 출력하지 않고, 인디코에 올린 후 모두가 볼 수 있게 할 예정입니다. 6월 27일까지 jaeyoon.cho@cern.ch, giyeong.kim@cern.ch, minjung@inha.ac.kr 로 포스터 PDF 파일을 보내주세요 (형식엔 제한 없음. 포스터 형태, 발표 슬라이드 형태 모두 OK). 
• 포스터 발표자는 수, 목요일 중 하루 구두로 내용을 7분간 (5분 발표 + 2분 질의응답) 발표해야합니다. 발표 자료는 슬라이드로 준비해주세요.
• 포스터 심사엔 학생연구자 모두 참여할 예정입니다.

 

⭐️ 장소 

제주대학교 연수원 세미나실

 

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The 2025 Nuclear Physics School will be held from Monday, June 30 to Friday, July 4 at the Jeju National University Training Center.

This year’s school will focus on:

Foundations and applications of machine learning in nuclear physics, astrophysics, and particle physics, and Quantum Error Correction (QEC).

We have invited experts from these fields to give a series of lectures.

 

⭐️ Information

📍 Accommodation at the Jeju National University Unipark will be provided to student participants during the school period (June 30 – July 4).
Please make sure to confirm your check-in and check-out dates during registration.

📍 Breakfast, lunch, a reception, and a banquet dinner will be provided during the school.

📍 A poster presentation session will be held for student participants.
Any topic related to nuclear physics is welcome, with no restrictions on style or content.
Selected posters will be awarded the ANPhA Award for Young Scientists (AAYS) through a review process.
Unless there are exceptional circumstances, all students are expected to present a poster.
Please bring your printed poster with you.

 

⭐️ Venue
Seminar Room, Jeju National University Unipark

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⭐️ Hosted by
     

 

⭐️ Organized by

Division of Nuclear Physics, Korea Physical Society

NuclearPhysicsSummerSchool_Poster_5.pdf

Monday, 30 June ¶

13:00 → 13:30 Registration¶

Convener: MinJung Kweon (Inha University)

13:30 → 14:30 Retirement Lecture¶

Convener: MinJung Kweon (Inha University)

13:30 TBA¶

Speaker: Prof. Myung-ki Cheon (Sungsil University)

14:30 → 15:00 Coffee Break

15:00 → 16:30 Quantum Computing¶

Convener: MinJung Kweon (Inha University)

15:00 Understanding Shor's Algorithm¶

Speaker: Prof. Seyong Kim (Sejong University)

16:30 → 17:00 Coffee Break

17:00 → 18:00 Quantum Computing¶

Convener: MinJung Kweon (Inha University)

17:00 Quantum Error Correction and Quantum Computing I¶

Speaker: Prof. Seyong Kim (Sejong University)

18:00 → 20:00 Reception¶

Tuesday, 1 July ¶

09:00 → 10:30 Quantum Computing¶

Convener: MinJung Kweon (Inha University)

09:00 Quantum Error Correction and Quantum Computing II¶

Speaker: Prof. Seyong Kim (Sejong University)

10:30 → 11:00 Coffee Break

11:00 → 12:30 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

11:00 Machine learning in physical science: basics, applications, and challenges I¶

Speaker: Dr Min-Su Shin (KASI)

12:30 → 14:00 Lunch¶

14:00 → 15:30 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

14:00 Machine learning in physical science: basics, applications, and challenges II¶

Speaker: Dr Min-Su Shin (KASI)

15:30 → 16:00 Coffee Break

16:00 → 18:00 Machin Learning Application¶

16:00 Selected Algorithms I: Decision Tree, Ensemble Learning, Boosting, Generative Adversarial Network (GAN)¶

다른 강연자의 강연 내용에 따라 내용을 덧붙이거나 뺄 예정

Speaker: MinJung Kweon (Inha University)

Wednesday, 2 July ¶

09:00 → 10:00 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

09:00 Using generative models for nuclear and particle physics I¶

Speaker: Prof. Suyong Choi (Korea University)

10:00 → 10:30 Coffee Break

10:30 → 11:30 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

10:30 Using generative models for nuclear and particle physics II¶

Speaker: Prof. Suyong Choi (Korea University)

11:30 → 12:30 Lunch¶

12:30 → 14:00 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

12:30 Density Estimation with Neural Transformations: Normalizing Flows and Diffusion Models¶

Speaker: Dr Sung Hak Lim (IBS)

14:00 → 14:30 Coffee Break

14:30 → 16:00 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

14:30 Galactic Dark Matter Density Estimation Using Astronomical Surveys of Galaxies¶

Speaker: Dr Sung Hak Lim (IBS)

16:00 → 16:30 Coffee Break

16:30 → 18:00 Poster Presentation¶

Thursday, 3 July ¶

09:00 → 10:30 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

09:00 Applications of Machine Learning in Nuclear Physics and Opportunities for Nucleosynthesis Studies (TBC)¶

Speaker: Dr Michael Smith (Oak Ridge National Laboratory)

10:30 → 11:00 Coffee Break

11:00 → 12:30 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

11:00 Application of AI/ML in Relativistic Heavy Ion Physics¶

Speaker: Dr Yeonju Go (Brookhaven National Laboratory)

12:30 → 14:00 Lunch¶

14:00 → 15:30 Poster Presentation¶

15:30 → 17:00 Machin Learning Application¶

Convener: MinJung Kweon (Inha University)

15:30 Selected Algorithms II: CNN, RNN, Transformer¶

Speaker: MinJung Kweon (Inha University)

17:00 → 18:00 Machine Learning Hands On¶

Convener: MinJung Kweon (Inha University)

17:00 Hands On: Building a Translator Based on a Sequence-to-Sequence (Seq2Seq) Model, Implementing a GAN Model for Generating Handwritten Digits¶

Speaker: MinJung Kweon (Inha University)

18:00 → 21:00 Banquet¶

Friday, 4 July ¶

09:00 → 10:30 Machine Learning Hands On¶

09:00 Hands On: Quark–Gluon Jet Classification via Convolutional and Transformer-based Neural Networks¶

Speaker: MinJung Kweon (Inha University)

10:30 → 11:00 Coffee Break

11:00 → 12:00 Machine Learning Platforms¶

11:00 GSDC 소개 및 Machine Learning을 위한 GPU 활용법 혹은 활용사례¶

Speaker: Dr Byungyoon Gong (KISTI)

12:00 → 12:30 Award¶

12:00 ANPhA Award for Young Scientists (AAYS)¶

12:30 → 13:30 Lunch¶