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= SySOS: Systems using Sum of Squares =
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      <!-- <h5 class="text-center"><span class="label label-default">Welcome to SySOS</span></h5> -->
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      <h2 class="text-center"> Welcome to SySOS</span></h2>
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      <h4 class="subheader" class="text-center" style="margin-bottom:20px;">A group researching complex networked control systems, biological and technological</h4>
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<center> <span style="color:#F00000; font-size:150%;"> [https://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/Y014073/1 '''EEBio Programme Grant] </span>
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<!--<span style="font-size:200%;"> [https://eng.ox.ac.uk/study/research-studentships/research-studentship-in-biotechnology-and-control-engineering/ Doctoral Studentship available in Biotechnology and Control Engineering] -->
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<span style="color:#F00000; font-size:150%;">
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New postdoctoral research positions in Control, Biology and Robotics will be available soon. </span> <br> <br>
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<span style="color:#F00000; font-size:150%;"> [https://eebio.ac.uk Visit our Website for more information]''' </span></center>
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<!--
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<center> <span style="color:#F00000; font-size:150%;"> [https://eng.ox.ac.uk/study/research-studentships/research-studentship-in-control-engineering/ '''NEW! Funded DPhil (PhD) position available!'''] </span></center> -->
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<!--
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<center> <span style="color:#F00000; font-size:200%;"> [https://eng.ox.ac.uk/jobs/job-detail/?vacancyID=160105 '''NEW! PDRA position available!'''] </span></center> -->
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Our group develops tools and algorithms for the scalable analysis of '''nonlinear networked systems''' and the design of control laws using computational tools based on the '''Sum of Squares decomposition and Semidefinite Programming'''. In particular, our group concentrates on:
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== [http://sysos.eng.ox.ac.uk/wiki/index.php/Research Research Areas] ==
  
* Nonlinear systems analysis, Sum of Squares optimization and Lyapunov techniques. In this spirit, we have developed methods for stability analysis of systems described by Ordinary, Delay and Partial Differential Equations.
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* Nonlinear system analysis, Sum of Squares optimization and Lyapunov techniques.  
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* Systems and Synthetic Biology.
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* Robust analysis and design of (deep) neural network controllers.
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* Safe decision making, safe Reinforcement Learning.
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* Scaling Sum of Squares and Semidefinite Programming.
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* Large-scale Networked Systems analysis with communication and structural constraints.
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* Fluid mechanics and Heat transfer, from a control perspective.  
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<br>
  
* Systems and Synthetic Biology. We collaborate closely with groups in biochemistry for understanding biological pathways through mathematical modelling using experimental data and designing new experiments for model invalidation (Systems Biology), as well as proposing and implementing redesigns for existing biological systems for improved performance (Synthetic Biology).  
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[http://sysos.eng.ox.ac.uk/wiki/index.php/Research Click here] for a more detailed description of these research areas.
  
* Software Development (SOSTOOLS). This can be found [http://www.eng.ox.ac.uk/control/sostools here]. A new version is currently under development with many more examples.
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== Members ==
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* [https://sysos.eng.ox.ac.uk/control/sysos/index.php/User:Antonis Professor Antonis Papachristodoulou] - Academic
  
* Large-scale Networked Systems analysis with communication and structural constraints. Examples in this field come from synchronization phenomena in oscillator networks, Network Congestion Control for the Internet and the propagation of information on spiking neuron networks. We are also looking at multi-agent systems consensus under communication and structural constraints such as the effect of time delays and switching topologies.  
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* [https://users.ox.ac.uk/~orie3935/ Mr Patrick Green] - DPhil candidate, July 2019-. Co-supervised with Professor Philip Poole.
  
* Fluid mechanics and Heat transfer, from a control perspective. We are taking a control engineering approach to understand questions in Hydrodynamic Stability and mechanisms for background noise energy amplification and subsequent reduction.  
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* [https://www.miroslavgasparek.com Mr Miroslav Gasparek] - DPhil Candidate, October 2019 -. Co-supervised with Professor Harrison Steel.
  
==News==
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* [https://hanchwang.github.io/ Mr Han Wang] - DPhil Candidate, October 2020 -. Co-supervised with Professor Kostas Margellos.
  
'''Upcoming Events:'''
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* [https://www.linkedin.com/in/scottbstacey/ Mr Scott Stacey] - DPhil Candidate, July 2021  -. Co-supervised with Professor Harrison Steel.
* [http://www.ieeecss.org/CAB/conferences/cdc2010/index.php CDC2010]: The 49th Conference on Decision and Control, Atlanta, Georgia, 15-17 December 2010.
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* [https://rhizosphere.org/people/bergthor-traustason/ Mr Bergthor Traustason] - DPhil Candidate, July 2021 -. Co-supervised with Professor Philip Poole.
  
'''Previous Events:'''
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* [https://sysos.eng.ox.ac.uk/control/sysos/index.php/User:Liqun Mr Liqun Zhao] - DPhil Candidate, October 2021 -. Co-supervised with Dr Konstantinos Gatsis.
* [http://www.icsb2010.org.uk/ ICSB2010]: The 11th International Conference on Systems Biology, Edinburgh - October 2010.
 
* [http://www.bristol.ac.uk/scn/events/scnevents.html Synthetic Components Network]: SCN annual conference, 23-24 September, Oulton Hall, Leeds, U.K.
 
* [http://www.exeter.ac.uk/research/excellence/keythemes/systemsbiology/frontiers/ Frontiers of Multidisciplinary Research]: Mathematics, engineering, and biology, 21-24  September 2010, University of Exeter, U.K.
 
* [http://www.enm.bris.ac.uk/anm/ddays10/index.html Dynamics Days Europe 2010]: Minisymposium on Cell Dynamics and Systems Biology, 6-10 September, 2010, University of Bristol, U.K.
 
* [http://www.icm2010.org.in/ ICM 2010]: International Congress of Matematicians 19-27 August, 2010, Hyderabad, India.
 
* [http://www.ccmb.res.in/ICM2010/icm2010.htm Application of Control Theory and Optimization in Biochemical Pathways]: A Satellite Meeting of the 2010 ICM, 16-18 August, 2010, Hyderabad, India.
 
*[http://sysos.eng.ox.ac.uk/control/RoSBNet/index.php/Second_RoSBNet_Workshop Second RoSBNet Workshop]: 12-14 July, 2010, St Annes' College, University of Oxford.
 
*[http://www.conferences.hu/mtns2010/ MTNS 2010]: Invited Session: Real Algebraic Geometry and Applications, 5-9 July, 2010, Budapest, Hungary.
 
* [http://www.birs.ca/birspages.php?task=displayevent&event_id=10w5119 Banff Workshop]: Randomization, Relaxation, and Complexity, 28 February - 5 March 2010, Banff International Research Station, Banff, Canada.
 
* [http://www.lccc.lth.se/index.php?page=multi-agent-coordination-and-estimation Lund Center for Control of Complex Engineering Systems]: Multi-agent coordination and estimation, Jan 18 - Feb 19: Workshop Feb 3-5, 2010.
 
* [http://sysos.eng.ox.ac.uk/control/RoSBNet/index.php/CDCPreconferenceWorkshop CDC 2009 Preconference Workshop]: Full-day CDC 2009 Pre-conference Workshop on Biomolecular Circuit Analysis and Design, 15th December 2009.
 
* [http://www.ist.uni-stuttgart.de/nestcoc/ NE{S|T}COC]: Symposium on Recent Trends in Networked Systems and Cooperative Control & Workshop on Network Induced Constraints in Control, 28-29 September, 2009, University of Stuttgart, Germany
 
* [http://www.aimath.org/ARCC/workshops/convexalggeom.html ARCC Workshop on Convex Algebraic Geometry, Optimization and Applications]: 21-25 September, 2009, Palo Alto, California, USA.
 
* [http://sysos.eng.ox.ac.uk/control/RoSBNet/index.php/Current_events RoSBNet First Year Workshop]: 14-16 September 2009, St. Annes' College, University of Oxford, U.K.
 
* [http://sysos.eng.ox.ac.uk/control/RoSBNet/index.php/RoSBNet_Launch_Meeting  RoSBNet Launch Meeting]: A Network in Synthetic Biology, 6 July 2009, University of Oxford, U.K.
 
* [http://www.ima.umn.edu/2007-2008 IMA Thematic Year on Mathematics of Molecular and Cellular Biology]
 
** [http://www.ima.umn.edu/2007-2008/W3.3-7.08/ Organization of Biological Networks, 3-7 March, 2008]
 
** [http://www.ima.umn.edu/2007-2008/W4.21-25.08/ Design Principles in Biological Systems, 21-25 April, 2008]  
 
* [http://www.ima.umn.edu/2006-2007 IMA Thematic Year on Applications of Algebraic Geometry]
 
** [http://www.ima.umn.edu/2006-2007/W10.23-27.06/ Software for Algebraic Geometry, 23-27 October, 2006]
 
** [http://www.ima.umn.edu/2006-2007/W1.16-20.07/ Optimization and Control, 16-20 January, 2007]
 
* [http://www.math.tamu.edu/~sottile/conferences/Banff06/06w5060.html Banff Workshop]: Positive Polynomials and Optimization, 7-12 October, 2006, Banff International Research Station, Banff, Canada
 
* [http://www.aimath.org/ARCC/workshops/matrixineq.html ARCC Workshop]: Theory and Algorithms of Linear Matrix Inequalities, 1-5 August 2005, American Institute of Mathematics, Palo Alto, California.
 
  
== Completed Projects ==
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* [https://kymiao.github.io/ Ms Keyan Miao] - DPhil Candidate, October 2021 -. Co-supervised with Dr Konstantinos Gatsis.
  
* [http://www.eng.ox.ac.uk/control/sysos/index.php/Chemotaxis_in_Rhodobacter_sphaeroides:_A_Feasibility_Study Control Theory Tools for Elucidating the Phosphotransfer Network in ''Rhodobacter sphaeroides'': A Feasibility Study]  
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* [https://scholar.google.com/citations?user=gM3MbY8AAAAJ&hl=en Mr Allan André do Nascimento] - DPhil Candidate, October 2022 -. Co-supervised with Professor Kostas Margellos.
<!--* [http://www.eng.ox.ac.uk/control/sysos/index.php/Project_page Project page <i>Restricted Access</i>]-->
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* [https://www.biology.ox.ac.uk/people/olivia-tjahjono Ms Olivia Tjahjono] - DPhil Candidate, July 2022 -. Co-supervised with Professor Philip Poole.
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* [https://sysos.eng.ox.ac.uk/control/sysos/index.php/User:Zuxun Mr Zuxun Xiong] - Probationary Research Student, October 2023 -.
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* [https://www.biology.ox.ac.uk/people/yuming-he Mr Yuming He] - Probationary Research Student, July 2023 -. Co-supervised with Professor Francesco Licausi.
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<br>
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Here is a list of [https://sysos.eng.ox.ac.uk/wiki/index.php/Previous_Members previous members].
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== News ==
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* Many congratulations to [https://furieriluca.github.io/ Dr Luca Furieri], [http://sysos.eng.ox.ac.uk/wiki/index.php/User:Yang Dr Yang Zheng] (see also [https://zhengy09.github.io/ updated website]), [https://people.epfl.ch/maryam.kamgarpour?lang=en Professor Maryam Kamgarpour] and [http://sysos.eng.ox.ac.uk/wiki/index.php/User:Antonis Professor Antonis Papachristodoulou] who won the 2022 IEEE Transactions on Control of Network Systems best paper award for their paper [https://ieeexplore.ieee.org/document/9117037 Sparsity Invariance for Convex Design of Distributed Controllers].
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[[Image:award.jpg|x300px]]
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* Huge congratulations to [http://sysos.eng.ox.ac.uk/wiki/index.php/User:Licio Dr Licio Romao] for winning the 2021 IET Control and Automation Doctoral Prize  for his thesis [https://ora.ox.ac.uk/objects/uuid:17c1e4dc-42fe-4771-a1a6-bda802dea968 "Scalable and data-driven approaches to convex programming"]! Licio will be giving a [https://events.theiet.org/events/scalable-and-data-driven-approaches-to-convex-programming/ Webinar] on his results - register now!
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* Many congratulations to [http://sysos.eng.ox.ac.uk/wiki/index.php/User:Yang Dr Yang Zheng] (see also [https://zhengy09.github.io/ updated website]) who won the 2019 European PhD Award on Control for Complex and Heterogeneous Systems for his thesis [https://ora.ox.ac.uk/objects/uuid:dbf77067-15a0-446a-a909-f9d262e39821 "Chordal Sparsity in Control and Optimization of Large-scale Systems"]!
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<center>
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[[Image:EECI_zheng.png|x300px]]
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* [https://chi.bio Chi.bio] is released!
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[[Image:chibiofull.jpg|x300px]]
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* [http://sysos.eng.ox.ac.uk/wiki/index.php/User:Antonis Antonis Papachristodoulou] is elevated to IEEE Fellow for his fundamental contributions to theory and applications of Sum of Squares Programming and networked control systems. 
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[[Image:IMG_6863.JPG|x300px]]
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* [http://sysos.eng.ox.ac.uk/wiki/index.php/User:Prescott Thomas Prescott] is awarded the [http://www.eeci-institute.eu/index.php?p=PhD-Award 2015 European PhD Award] for the Control of Complex and Heterogeneous networks for his thesis [http://sysos.eng.ox.ac.uk/wiki/images/a/aa/TPP_Thesis.pdf Large-Scale Layered Systems and Synthetic Biology: Model Reduction and Decomposition].
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<center>  
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[[Image:tom_award.jpg|x300px]]
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</center>
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* Richard Mason and Antonis Papachristodoulou are awarded the [http://a2c2.org/awards/o-hugo-schuck-best-paper-award O. Hugo Schuck Best Paper Award] for their 2014 ACC paper on [[Media:ACCPaperFinalRM3.pdf|Chordal Sparsity, Decomposing SDPs and the Lyapunov Equation]].
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<center>  
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[[Image:Richard_Hugo.png|x300px]]
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* Antonis Papachirstodoulou is awarded the 2015 [http://www.euca-control.org/eca.html European Control Award] and will be giving a plenary at the [http://www.ecc15.at/ 2015 European Control Conference].
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<center>
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[[Image:Antonis_award.jpg|x300px]]
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</center>
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For more news, [http://sysos.eng.ox.ac.uk/wiki/index.php/News click here].
  
* Oxford-Princeton Collaboration on Network Science with [http://www.princeton.edu/~chiangm/ Professor Mung Chiang.]
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== Joining SySOS ==
  
== Current Projects ==
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* If you are an Oxford undergraduate interested in doing a summer internship on any of the above research directions (or anything else) [mailto:antonis@eng.ox.ac.uk get in touch].
  
* [http://www.eng.ox.ac.uk/control/RoSBNet RoSBNet: Network in Synthetic Biology.]  
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* If you are finishing your undergraduate/masters degree and you want to apply for a DPhil (PhD) or MSc by Research in our group, then please [mailto:antonis@eng.ox.ac.uk contact us] sooner than later to discuss possible projects. Note that there are several Centres of Doctoral Training that are relevant to our research, especially the [https://www.biodtp.ox.ac.uk/ Interdisciplinary Bioscience DTP] as well as the [http://www.eng.ox.ac.uk/aims EPSRC CDT in Autonomous Intelligent Machines and Systems]. If you have a strong academic background, the chances of securing funding for your studies are higher the earlier you apply. Note that applications need to follow the [http://www.eng.ox.ac.uk/admissions/postgraduate Postgraduate Admissions] guidelines.
  
* European Space Agency project with GMV (Spain), NGC (Canada) and the University of Leicester, "Worst-Case and Safety Analysis Tools for Autonomous Rendezvous Systems".
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* Any PDRA openings will be advertised on the [http://www.eng.ox.ac.uk/about-us/jobs departmental website]. None are available now.  
  
* [http://gow.epsrc.ac.uk/ViewGrant.aspx?GrantRef=EP/H03062X/1 Using Control Theory to Design Sustainable Policies for Greenhouse Gas Emissions in the Presence of Model Uncertainty]
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* There are several other routes for joining SySOS, mainly through fellowships. Please [mailto:antonis@eng.ox.ac.uk contact us] to discuss.
  
== Current Collaborations ==
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== Current and Previous Externally Funded Projects ==
  
* [http://www.cds.caltech.edu/~dennice/fluids/index.php?title=Main_Page A Control Engineering approach for modelling high-shear flows - Caltech]
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* [https://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/X017982/1 Single-cell control of microbial selection and evolution]
*[http://www.ist.uni-stuttgart.de/research/projects/SystemsTheory/#dynsysnet Multi-Agent-Systems and Delay Robustness in Cooperative Control - IST, Stuttgart]
 
  
== Current Members ==
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* [http://www.synbio-cdt.ac.uk EPSRC & BBSRC Centre for Doctoral Training in Synthetic Biology] [http://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/L016494/1]
  
* [http://www.eng.ox.ac.uk/control/sysos/index.php/User:Antonis Dr Antonis Papachristodoulou]  
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* [http://sysos.eng.ox.ac.uk/wiki/index.php/Designing_feedback_control_in_Synthetic_Biology EPSRC Fellowship for Growth in Synthetic Biology: Designing Feedback Control in Biology for Robustness and Scalability] [http://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/M002454/1]
  
* [http://sysos.eng.ox.ac.uk/control/RoSBNet/index.php/User:MarkChang Mr Yo-Cheng (Mark) Chang] - DPhil candidate co-supervised with Professor Judith Armitage, Department of Biochemistry, January 2007-October 2010
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* [https://www.imperial.ac.uk/aeronautics/fluiddynamics/sumofsquares/index.php Sum-of-Squares Approach to Global Stability and Control of Fluid Flows] [http://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/J010537/1]
  
* [http://www.stats.ox.ac.uk/~melykuti/ Mr Bence Mélykúti], DPhil candidate co-supervised with Professor Alison Etheridge, Department of Statistics, January 2008-
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* [http://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/J012041/1 Autonomous Behaviour and Learning in an Uncertain World] [http://www.robots.ox.ac.uk/~parg/aisp/doku.php]
  
* [http://www.eng.ox.ac.uk/control/sysos/index.php/User:James_Anderson Mr James Anderson] - DPhil candidate, October 2008-
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*[http://sysos.eng.ox.ac.uk/control/sysos/index.php/Control_Engineering_Inspired_Design_Tools_for_Synthetic_Biology Control Engineering Inspired Design Tools for Synthetic Biology] [http://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/I031944/1]
  
* [http://www.eng.ox.ac.uk/control/sysos/index.php/User:Edward Mr Edward Hancock] - DPhil candidate, October 2009-
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* [http://sysos.eng.ox.ac.uk/control/sysos/index.php/Designing_Sustainable_Policies_for_Greenhouse_Gas_Emissions Using Control Theory to Design Sustainable Policies for Greenhouse Gas Emissions in the Presence of Model Uncertainty] [http://gow.epsrc.ukri.org/NGBOViewGrant.aspx?GrantRef=EP/H03062X/1]
  
== Previous Members ==
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* [http://sysos.eng.ox.ac.uk/control/RoSBNet RoSBNet: Network in Synthetic Biology.]
  
* [http://sysos.eng.ox.ac.uk/control/RoSBNet/index.php/User:Aoh123 Mr Abdullah Hamadeh], March 2009 - October 2009
+
* European Space Agency project with GMV (Spain), NGC (Canada) and the University of Leicester, "Worst-Case and Safety Analysis Tools for Autonomous Rendezvous Systems".
  
* Miss Nassia Inglessis, September 2009 - October 2009
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* [http://sysos.eng.ox.ac.uk/control/sysos/index.php/Chemotaxis_in_Rhodobacter_sphaeroides:_A_Feasibility_Study Control Theory Tools for Elucidating the Phosphotransfer Network in ''Rhodobacter sphaeroides'': A Feasibility Study]
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<!--* [http://www.eng.ox.ac.uk/control/sysos/index.php/Project_page Project page <i>Restricted Access</i>]-->
  
* Mr Christoph Maier, April 2009 - July 2009
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* Oxford-Princeton Collaboration on Network Science with [http://www.princeton.edu/~chiangm/ Professor Mung Chiang.]
  
* [http://www.eng.ox.ac.uk/control/sysos/index.php/User:Mark Dr Mark Roberts], October 2007 - December 2008
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== Collaborations ==
  
* [http://www.eng.ox.ac.uk/control/sysos/index.php/User:August Dr Elias August], October 2007 - December 2008
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* [https://coe.northeastern.edu/people/sznaier-mario/ Scaling Semidefinite Programming - Northeastern, USA]
 +
* [https://www.l2s.centralesupelec.fr/en/u/valmorbida-giorgio/ Analysis of Partial Differential Equations Using Sum of Squares Programming - CentraleSupelec, France]
 +
* [https://me.jhu.edu/faculty/dennice-gayme/ A Control Engineering Approach for Modelling High-Shear Flows - Johns Hopkins]
 +
* [https://www.northumbria.ac.uk/about-us/our-staff/k/ciaran-kelly/ Designing bio-feedback control circuits using small RNA - Northumbria]
  
 
== Useful Links ==
 
== Useful Links ==
  
 
* [http://www.eng.ox.ac.uk/control Engineering Science Control Group]
 
* [http://www.eng.ox.ac.uk/control Engineering Science Control Group]
 
* [http://www.sysbio.ox.ac.uk/ Oxford Centre for Integrative Systems Biology]
 
  
 
* [http://www.dtc.ox.ac.uk/ Doctoral Training Centres]
 
* [http://www.dtc.ox.ac.uk/ Doctoral Training Centres]

Latest revision as of 01:51, 27 February 2024


Welcome to SySOS


A group researching complex networked control systems, biological and technological


EEBio Programme Grant


New postdoctoral research positions in Control, Biology and Robotics will be available soon.

Visit our Website for more information


Group 2024 f.jpg

Research Areas

  • Nonlinear system analysis, Sum of Squares optimization and Lyapunov techniques.
  • Systems and Synthetic Biology.
  • Robust analysis and design of (deep) neural network controllers.
  • Safe decision making, safe Reinforcement Learning.
  • Scaling Sum of Squares and Semidefinite Programming.
  • Large-scale Networked Systems analysis with communication and structural constraints.
  • Fluid mechanics and Heat transfer, from a control perspective.


Click here for a more detailed description of these research areas.

Members

  • Mr Patrick Green - DPhil candidate, July 2019-. Co-supervised with Professor Philip Poole.
  • Mr Miroslav Gasparek - DPhil Candidate, October 2019 -. Co-supervised with Professor Harrison Steel.
  • Mr Han Wang - DPhil Candidate, October 2020 -. Co-supervised with Professor Kostas Margellos.
  • Mr Scott Stacey - DPhil Candidate, July 2021 -. Co-supervised with Professor Harrison Steel.
  • Mr Liqun Zhao - DPhil Candidate, October 2021 -. Co-supervised with Dr Konstantinos Gatsis.
  • Ms Keyan Miao - DPhil Candidate, October 2021 -. Co-supervised with Dr Konstantinos Gatsis.
  • Ms Olivia Tjahjono - DPhil Candidate, July 2022 -. Co-supervised with Professor Philip Poole.
  • Mr Yuming He - Probationary Research Student, July 2023 -. Co-supervised with Professor Francesco Licausi.


Here is a list of previous members.

News

Award.jpg

EECI zheng.png

Chibiofull.jpg

  • Antonis Papachristodoulou is elevated to IEEE Fellow for his fundamental contributions to theory and applications of Sum of Squares Programming and networked control systems.

IMG 6863.JPG

Tom award.jpg

Richard Hugo.png

Antonis award.jpg

For more news, click here.

Joining SySOS

  • If you are an Oxford undergraduate interested in doing a summer internship on any of the above research directions (or anything else) get in touch.
  • If you are finishing your undergraduate/masters degree and you want to apply for a DPhil (PhD) or MSc by Research in our group, then please contact us sooner than later to discuss possible projects. Note that there are several Centres of Doctoral Training that are relevant to our research, especially the Interdisciplinary Bioscience DTP as well as the EPSRC CDT in Autonomous Intelligent Machines and Systems. If you have a strong academic background, the chances of securing funding for your studies are higher the earlier you apply. Note that applications need to follow the Postgraduate Admissions guidelines.
  • There are several other routes for joining SySOS, mainly through fellowships. Please contact us to discuss.

Current and Previous Externally Funded Projects

  • European Space Agency project with GMV (Spain), NGC (Canada) and the University of Leicester, "Worst-Case and Safety Analysis Tools for Autonomous Rendezvous Systems".

Collaborations

Useful Links