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职业迁徙
个人简介
I am a complex dynamical systems theorist interested in developing mathematical models of their structure, function, and behavior from fundamental conceptual principles.
My research interests are diverse, ranging from AI to systems engineering to theoretical physics to economics, but they are generally focused on the theme of understanding complexity and emergent behavior in different domains. In particular, I am interested in the design, control, and optimization of complex systems, both human-engineered and self-organized, as well as in their risk management.
My natural tendency is to conduct curiosity-driven research in a style that might be considered impressionistic, emphasizing conceptual issues over mere techniques. I strive to create a simplified, but essentially correct, model of the reality that I study.
In this regard, I have been developing a transdisciplinary mathematical theory of emergence, called Statistical Teleodynamics. You might think of it as the generalization of statistical thermodynamics for rational, goal-driven agents.
One surprising outcome of this theory is that it is able to answer a crucial 200-year-old open question in economics and political philosophy, which is "How much income inequality is fair?". In a related context, I am also working on problems at the interface of AI and cognitive neuroscience.
研究兴趣
论文共 292 篇作者统计合作学者相似作者
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arxiv(2024)
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Jinlong Gong,David C. Shallcross,Yan Jiao,Venkat Venkatasubramanian,Richard Davis, Christopher G. Arges
Nature Chemical Engineeringno. 2 (2024): 127-133
COMPUTERS & CHEMICAL ENGINEERING (2024): 108505
AICHE JOURNALno. 1 (2024)
Peter Jul-Rasmussen,Arijit Chakraborty,Venkat Venkatasubramanian, Xiaodong Liang,Jakob Kjøbsted Huusom
Computers & Chemical Engineeringpp.108655, (2024)
Peter Jul-Rasmussen,Arijit Chakraborty,Venkat Venkatasubramanian, Xiaodong Liang,Jakob Kjøbsted Huusom
Computer-aided chemical engineeringpp.1089-1094, (2023)
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Computer-aided chemical engineeringpp.221-226, (2023)
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arxiv(2023)
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Computers & Chemical Engineering (2023): 108446-108446
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