한국물리학회 응집물질물리분과  Condensed Matter Physics Division, Korean Physical Society

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1952년에 창립되어 60년이 넘는 오랜 역사를 가지고 있는
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  • The 17th KIAS-APCTP Winter School on Statistical Physics
  • 작성자 관리자 등록일 2020-01-03 조회수 242
  • The 17th KIAS-APCTP Winter School on Statistical Physics

    VENUE POSTECH International Research Laboratories, Pohang
    PERIOD 1.13(Mon.) – 1.17(Fri.), 2020
     
    PROGRAM

     Statistical mechanics provides a powerful tool for understanding macroscopic systems on the basis of microscopic laws governing the dynamics of their constituents. Its ever-increasing use is not limited to physical sciences but extends to biological and social sciences. This annual event is intended to provide graduate students and early-career scientists in statistical physics and related disciplines with the conceptual framework and analytical tools for advanced studies in statistical physics and interdisciplinary research.

     

    TOPICS 

     Thematic focus of the 17th School is on machine learning for statistical physics in practice. 15 hours of lectures by three invited lecturers will be devoted to learn, with emphasis in practice of concrete implementations, how the core concepts and skills of machine/deep learning can help studying statistical physics problems. Three lecture series (5 hours each) will be given under the tentative titles 
    - Machine Learning in Practice (with SciKit-Learn & Keras) (IHL)- Machine Learning for Study of Phase Transitions (JWL)- Reservoir Computing for Study of Chaotic Systems (SWS)

     

    INVITED LECTURERS 


     

    ORGANIZERS


     

    CONTACT


     

    SPONSORS
    APCTP
    KIAS
    KPS Statistical Physics 

     

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