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个人简介
I am interested in applying methods from many-body physics to machine learning, for example using reservoir computing.
I am curious about finding optimal conditions for learning in these systems using tools and techniques from statistical physics. An application is the forecasting of complex and chaotic spatio-temporal systems.
Emergence and collective behavior, evolutionary methods, artificial life as well as open-endedness are topics that interest me as well.
I am curious about finding optimal conditions for learning in these systems using tools and techniques from statistical physics. An application is the forecasting of complex and chaotic spatio-temporal systems.
Emergence and collective behavior, evolutionary methods, artificial life as well as open-endedness are topics that interest me as well.
研究兴趣
论文共 6 篇作者统计合作学者相似作者
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arXiv: Chemical Physics (2020): 104794-104794
Talia Shmool, Philippa J. Hooper,Markus Leutzsch,Amberley D. Stephens,Mario Gaimann,Michael Mantle, Gabi Kaminski,Christopher F. van der Walle,J. Axel Zeitler
crossref(2019)
Journal of Colloid and Interface Science (2019): 350-363
作者统计
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D-Core
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