Research - Revision history

Doyle at 15:20, 13 March 2017

2017-03-13T15:20:02Z

← Older revision		Revision as of 15:20, 13 March 2017
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			This is very out of date. Sorry. Will try to fix it. Stay tuned.

	"Professor Doyle's current '''research''' interests are in theoretical foundations for complex networks, primarily in network engineering and biology." He is also "interested in multiscale physics and financial markets, and the interplay between robustness, feedback, control, dynamical systems, computation, communications, and statistical physics." <http://www.cds.caltech.edu/people/> Aug 2008		"Professor Doyle's current '''research''' interests are in theoretical foundations for complex networks, primarily in network engineering and biology." He is also "interested in multiscale physics and financial markets, and the interplay between robustness, feedback, control, dynamical systems, computation, communications, and statistical physics." <http://www.cds.caltech.edu/people/> Aug 2008

Fiona: /* Past Projects */

2011-07-12T21:42:15Z

Past Projects

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	== Past Projects ==		== Past Projects ==
	Caltech		Caltech
	*[http://www.~~hot~~.caltech.edu/ HOT : Highly Optimized/Organized Tradeoffs/Tolerance, A unified theory of complex networks ]		*[http://www.cds.caltech.edu/~doyle/hot/ HOT : Highly Optimized/Organized Tradeoffs/Tolerance, A unified theory of complex networks ]
	*[http://www.cds.caltech.edu/sostools/ SOSTOOLS : Software for analysis of complex systems]		*[http://www.cds.caltech.edu/sostools/ SOSTOOLS : Software for analysis of complex systems]
	*[http://www.cds.caltech.edu/~doyle/MURI.html "Mathematical Infrastructure for Robust Virtual Engineering"] MURI award 1996		*[http://www.cds.caltech.edu/~doyle/MURI.html "Mathematical Infrastructure for Robust Virtual Engineering"] MURI award 1996

Fiona: /* Current Projects */

2011-07-11T03:18:44Z

Current Projects

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	*Economics (Jerry Cruz)		*Economics (Jerry Cruz)
	** Market Bubbles and Crashes: We use tools from mathematical finance and stochastic control theory to investigate asset price bubbles and crashes in financial markets. We wish to gain insight using models that account for financial intermediation and associated frictions. Moreover, recent local-martingale characterizations of bubbles may provide avenues into developing new methods of empirical testing for bubbles.		** Market Bubbles and Crashes: We use tools from mathematical finance and stochastic control theory to investigate asset price bubbles and crashes in financial markets. We wish to gain insight using models that account for financial intermediation and associated frictions. Moreover, recent local-martingale characterizations of bubbles may provide avenues into developing new methods of empirical testing for bubbles.
	*Distributed Control ([http://www.cds.caltech.edu/~lavaei/ Javad Lavaei], [http://www.cds.caltech.edu/~motee Nader Motee])		*Distributed Control ([http://www.cds.caltech.edu/~lavaei/ Javad Lavaei], [http://www.cds.caltech.edu/~motee Nader Motee], Li Na)
			**Designing Games for Distributed Opitmization (Li Na) <br>The central goal in multiagent systems is to design local control laws for the individual agents to ensure that the emergent global behavior is desirable with respect to a given system level objective. Ideally, a system designer seeks to satisfy this goal while conditioning each agent's control law on the least amount of information possible. Unfortunately, there are no existing methodologies for addressing this design challenge. The goal of this research is to address this challenge using the field of game theory. We develop a systematic methodology for distributed optimization using the framework of state based potential games.

	==Research Grants==		==Research Grants==

Fiona: /* Current Projects */

2011-07-11T03:10:21Z

Current Projects

← Older revision		Revision as of 03:10, 11 July 2011
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	*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])		*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])
	**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh], [http://www.mckeon.caltech.edu/ Beverly McKeon]		**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh], [http://www.mckeon.caltech.edu/ Beverly McKeon]
	*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)		*[http://openwetware.org/wiki/Doyle Physiology]: Dynamic Modeling of Heart Rate Variability (Li Na, Jerry Cruz)
			**Heart rate (HR) in healthy humans has high variability, and loss of this HR variability (HRV) is a signature of stress, fatigue, aging, or disease1-9. Correlating health and high HRV using time series analyses is popular in clinical and athletic training10 research, but its practical impact has been limited by lack of specific physiological mechanisms explaining HRV patterns. Conjectures attributing the cryptic etiology of HRV to complex feedbacks and nonlinear dynamics have similarly lacked mechanistic explanation. We leverage concepts from physiology, evolution, and control theory to analyze data from exercising athletes and develop mechanistic models explaining correlations between health, stress, and HRV.
	*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei], [http://www.cds.caltech.edu/~sojoudi/ Somayeh Sojoudi])		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei], [http://www.cds.caltech.edu/~sojoudi/ Somayeh Sojoudi])
	**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]		**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]

Fiona: /* Current Projects */

2011-07-08T06:27:55Z

Current Projects

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	**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh], [http://www.mckeon.caltech.edu/ Beverly McKeon]		**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh], [http://www.mckeon.caltech.edu/ Beverly McKeon]
	*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)		*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)
	*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei], [http://www.cds.caltech.edu/~sojoudi/ Somayeh Sojoudi])
	**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]		**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]
	*Economics (Jerry Cruz)		*Economics (Jerry Cruz)

Fiona: /* Current Projects */

2011-07-08T00:09:46Z

Current Projects

← Older revision		Revision as of 00:09, 8 July 2011
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	**Collaborators: [http://biochemistry.ucsf.edu/labs/elsamad/home/index.html Hana El-Samad], [http://sysos.eng.ox.ac.uk/control/sysos/index.php/User:Antonis Antonis Papachristodoulou]		**Collaborators: [http://biochemistry.ucsf.edu/labs/elsamad/home/index.html Hana El-Samad], [http://sysos.eng.ox.ac.uk/control/sysos/index.php/User:Antonis Antonis Papachristodoulou]
	*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])		*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])
	**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh]		**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh], [http://www.mckeon.caltech.edu/ Beverly McKeon]
	*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)		*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)
	*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])

Fiona: /* Current Projects */

2011-07-07T15:30:10Z

Current Projects

← Older revision		Revision as of 15:30, 7 July 2011
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	*Economics (Jerry Cruz)		*Economics (Jerry Cruz)
	** Market Bubbles and Crashes: We use tools from mathematical finance and stochastic control theory to investigate asset price bubbles and crashes in financial markets. We wish to gain insight using models that account for financial intermediation and associated frictions. Moreover, recent local-martingale characterizations of bubbles may provide avenues into developing new methods of empirical testing for bubbles.		** Market Bubbles and Crashes: We use tools from mathematical finance and stochastic control theory to investigate asset price bubbles and crashes in financial markets. We wish to gain insight using models that account for financial intermediation and associated frictions. Moreover, recent local-martingale characterizations of bubbles may provide avenues into developing new methods of empirical testing for bubbles.
			*Distributed Control ([http://www.cds.caltech.edu/~lavaei/ Javad Lavaei], [http://www.cds.caltech.edu/~motee Nader Motee])

	==Research Grants==		==Research Grants==

Fiona: /* Current Projects */

2011-07-07T00:23:29Z

Current Projects

← Older revision		Revision as of 00:23, 7 July 2011
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	*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])
	**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]		**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]
			*Economics (Jerry Cruz)
			** Market Bubbles and Crashes: We use tools from mathematical finance and stochastic control theory to investigate asset price bubbles and crashes in financial markets. We wish to gain insight using models that account for financial intermediation and associated frictions. Moreover, recent local-martingale characterizations of bubbles may provide avenues into developing new methods of empirical testing for bubbles.

	==Research Grants==		==Research Grants==

Fiona: /* Current Projects */

2011-07-07T00:07:45Z

Current Projects

← Older revision		Revision as of 00:07, 7 July 2011
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	*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Systems_biology Systems Biology] ([http://www.its.caltech.edu/~fiona Fiona Chandra], Genti Buzi)		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Systems_biology Systems Biology] ([http://www.its.caltech.edu/~fiona Fiona Chandra], Genti Buzi)
	**Fundamental constraints and trade-offs of autocatalytic networks.		**Fundamental constraints and trade-offs of autocatalytic networks.
			**Collaborators: [http://biochemistry.ucsf.edu/labs/elsamad/home/index.html Hana El-Samad], [http://sysos.eng.ox.ac.uk/control/sysos/index.php/User:Antonis Antonis Papachristodoulou]
	*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])		*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])
			**Collaborators: [http://engineering.ucsb.edu/~bamieh/ Bassam Bamieh]
	*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)		*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)
	*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])
			**Collaborators: [http://netlab.caltech.edu/slow/ Steven Low]

	==Research Grants==		==Research Grants==

Fiona: /* Current Projects */

2011-07-07T00:02:43Z

Current Projects

← Older revision		Revision as of 00:02, 7 July 2011
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	*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])		*Fluids: [http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Turbulence Turbulence Modeling] ([https://www.cds.caltech.edu/~dennice/ Dennice Gayme])
	*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)		*[http://openwetware.org/wiki/Doyle Physiology] (Li Na, Jerry Cruz)
	*Internet and Networking (Lijun Chen, [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])		*[http://cds-web1.cds.caltech.edu/~doyle2/wiki/index.php?title=Networking Internet and Networking] ([http://www.cds.caltech.edu/~chenlj/ Lijun Chen], [http://www.cds.caltech.edu/~lavaei/ Javad Lavaei])

	==Research Grants==		==Research Grants==