基本信息
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Bio
Research is on mathematical foundations for complex networks with applications in biology, technology, medicine, ecology, neuroscience, and multiscale physics that integrates theory from control, computation, communication, optimization, statistics (e.g. Machine Learning). An emphasis on universal laws and architectures, robustness/efficiency and speed/accuracy tradeoffs, adaptability, and evolvability and large scale systems. Control with sparse, local, delayed, saturating, quantized, uncertain sensing, communications, computing, and actuation using System Level Synthesis. Early work was on robustness of feedback control systems with applications to aerospace and process control. His students and research group developed software packages like the Matlab Robust Control Toolbox and the Systems Biology Markup Language (SBML).
Research Interests
Papers共 618 篇Author StatisticsCo-AuthorSimilar Experts
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IEEE Control Systems Magazineno. 3 (2024): 52-94
CoRR (2024)
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CoRR (2023): 111197-111197
Proceedings of the National Academy of Sciences of the United States of Americano. 39 (2023): e2300445120-e2300445120
biorxiv(2023)
CDCpp.2367-2372, (2022)
2022 IEEE 61st Conference on Decision and Control (CDC)pp.1702-1707, (2022)
arXiv (Cornell University)pp.2361-2366, (2022)
CoRR (2022)
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