CSRC-ICTP Joint Workshop on
Big Data, Machine Learning and Complexity Research
Date: July 30-31, 2020
Zoom：Zoom ID will be sent to registered participants by ICTP
Registration: ICTP Website:http://indico.ictp.it/event/9427/
Registration Deadline:July 27, 2020
For non-registered participants, live broadcasting is available:https://live.bilibili.com/6782735
ICTP Workshop: “Science on Data Science” (smr3283) https://www.youtube.com/channel/UC3cvRkdfO-76JKosmx1tiXw/playlists?view=50&sort=dd&shelf_id=7
As the world becomes increasingly connected both virtually and physically, aspects of human societies behave more and more like evolved natural systems such as microbial communities and the brain network. Exploration of similarities and differences between them could offer novel insights and understanding that benefit mankind. Both data-driven modelling in the AI community and hypothesis-driven modelling in statistical physics can play important and complementary roles in tackling the hugely complex dynamics and behavior exhibited by these systems. The workshop aims at showcasing some of the successful research outcomes in this rapidly expanding interdisciplinary field, and promoting exchange of ideas and methodologies particularly among the young researchers.
Topics
Social network dynamics (epidemiology, crowdsourcing, opinion dynamics)
Statistical mechanics in Data Science (algorithmic phase transitions, spin glasses, compressive sensing)
Systems Biology (statistical laws in microbiomes, biological networks)
Systems Neuroscience (connectomics, avalanche dynamics, grid cells)
Speakers
Jean Barbier ICTP Italy
Lei Dai SIAT/CAS China
Amir Bashan ICTP Italy
Animesh Mukerjee IIT Kharagour India
Xiaoke Xu Dalian Minzu University China
Walter Quattrociocchi University of Venice Italy
Alessandro Treves SISSA Italy
Chuang Wang Institute of Aotomation, CAS China
Shouwen Wang Harvard Medical School
Zhiqin Xu Shanghai Jiaotong University China
Yuguo Yu Fudan University China
Changsong Zhou Hongkong Baptist University China
Haijun Zhou ITP/CAS Beijing China
Organizers
Lei-Han Tang (CSRC/HKBU)
Linyuan Lv (UESTC/CSRC)
Liang Tian (HKBU)
Changsong Zhou (HKBU)
Haijun Zhou (ITP/CAS)
Jean Barbier (ICTP)
Antonio Celani (ICTP)
Jacopo Grilli (ICTP)
Matteo Marsili (ICTP)
Technical Support
Swarma Campus（Beijing）and ICTP
Broadcast QR Code
