Correspondence Details
- 1200 East California Boulevard
California Institute of Technology
Mail Code 9-94
Pasadena
California 91125-9400
United States of America - Telephone: +1-626-395-3491
- Email: tjs (obvious symbol) caltech.edu
- Webpage: http://www.its.caltech.edu/~tjs/
Academic Interests, History, and Affiliations
Mathematical Research Interests
- General mathematical research interests: analysis, especially problems that involve one or more of real analysis, functional analysis, probability theory, optimization and dynamical systems.
- The development of uncertainty quantification methods for complex systems that are both mathematically rigorous and computationally and physically practical. Topics of research include the theoretical foundations of uncertainty quantification and methods including optimal uncertainty quantification, concentration-of-measure inequalities, and data-on-demand versus legacy data techniques.
- Analysis of rate-independent processes and elastoplasticity, especially the justification of rate-independent processes as scaling limits of rate-dependent processes and the effects of coupling elastoplastic systems to heat baths.
Academic History
- From September 2012: Mathematics Institute, University of Warwick, Coventry, U.K.
Warwick Zeeman Lecturer (Assistant Professor) - 2012: California Institute of Technology, Pasadena, California, U.S.A.
Senior Postdoctoral Scholar in Applied & Computational Mathematics and the Graduate Aerospace Laboratories - 2009–2012: California Institute of Technology, Pasadena, California, U.S.A.
Postdoctoral Scholar in Applied & Computational Mathematics and the Graduate Aerospace Laboratories
Postdoctoral Advisors:- Prof. Michael Ortiz, PSAAP Center Director
- Prof. Houman Owhadi, PSAAP Uncertainty Quantification group leader
- 2005–2009: University of Warwick, Coventry, U.K.
Ph.D. in Mathematics by Research
Doctoral Thesis: Analysis of Gradient Descents in Random Energies and Heat Baths
Advisor: Dr Florian Theil
Examiners:- Prof. Valery Smyshlyaev (University of Bath, U.K.)
- Prof. Andrew Stuart (University of Warwick, U.K.)
- 2000–2004: University of Warwick, Coventry, U.K.
Master of Mathematics (Class I)
Advisors:- Dr Luca Sbano, academic tutor
- Prof. Gero Friesecke (Technische Universität München), dissertation advisor
- 1990–2000: Hymers College, Kingston-upon-Hull, U.K.
GCE ‘A’-Levels in Mathematics, Further Mathematics, Physics, Modern History and General Studies
GCSEs in English Language, English Literature, Mathematics, Biology, Chemistry, Physics, History, German, Latin, Design & Technology (Electronics)
Professional Affiliations
Academic Publications
Dissertations and Theses
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Analysis of Gradient Descents in Random Energies and Heat Baths
Ph.D. thesis, University of Warwick, U.K., 2009 Supervised by Dr Florian Theil and examined by Prof. Valery Smyshlyaev (University of Bath, U.K.) and Prof. Andrew Stuart (University of Warwick, U.K.) |
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“Linearized Dynamics of Oscillating Lattices — A Spatial Discretization of the Wave Equation”
Undergraduate research project, University of Warwick, U.K., 2004 Supervised by Prof. Gero Friesecke (University of Warwick and Technische Universität München) |
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Journal Articles
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“Optimal uncertainty quantification for legacy data observations of Lipschitz functions” Submitted to Mathematical Modelling and Numerical Analysis (M2AN), February 2012 |
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“Optimal Uncertainty Quantification” SIAM Review |
Preprint |
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“Thermalization of rate-independent processes by entropic regularization” Discrete and Continuous Dynamical Systems — Series S |
Preprint |
| 2012 | ||
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“Distances and diameters in concentration inequalities: From geometry to optimal assignment of sampling resources” International Journal for Uncertainty Quantification 2(1):21–38, 2012 doi:10.1615/Int.J.UncertaintyQuantification.v2.i1.30 |
Preprint |
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“Rigorous Model-Based Uncertainty Quantification with Application to Terminal Ballistics. Part I: Systems with Controllable Inputs and Small Scatter” Journal of the Mechanics and Physics of Solids, 60(5):983–1001, 2012 doi:10.1016/j.jmps.2011.12.001 |
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“Rigorous Model-Based Uncertainty Quantification with Application to Terminal Ballistics. Part II: Systems with Uncontrollable Inputs and Large Scatter” Journal of the Mechanics and Physics of Solids, 60(5):1002–1019, 2012 doi:10.1016/j.jmps.2011.12.002 |
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| 2011 | ||
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“Uncertainty quantification via codimension-one partitioning” International Journal for Numerical Methods in Engineering 85(12):1499–1521, 2011 doi:10.1002/nme.3030 |
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| 2009 | ||
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“On the behavior of dissipative systems in contact with a heat bath: Application to Andrade creep” Journal of the Mechanics and Physics of Solids 57(7):1059–1077, 2009 doi:10.1016/j.jmps.2009.03.006 |
Preprint |
Proceedings
| To Appear | ||
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“Optimal Uncertainty Quantification” in Advanced Computational Engineering, 12–18 February 2012, ed. O. Allix, C. Carstensen, J. Schröder & P. Wriggers. Oberwolfach Reports 9(1):xxx–xxx, 2012 doi:10.4171/OWR/2012/09 |
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“Thermalization of rate-independent processes by entropic regularization” in Interplay of Analysis and Probability in Physics, 22–28 January 2012, ed. W. König, P. Mörters, M. Peletier & J. Zimmer. Oberwolfach Reports 9(1):xxx–xxx, 2012 doi:10.4171/OWR/2012/06 |
Preprint |
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“Building a Framework for Predictive Science” in Proceedings of the 10th Python in Science Conference (SciPy 2011), June 2011 |
Preprint |
| 2010 | ||
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“On gradient descents in random wiggly energies” in Microstructures in Solids: From Quantum Models to Continua, 14–20 March 2010, ed. A. Mielke & M. Ortiz. Oberwolfach Reports 7(1):739–741, 2010 doi:10.4171/OWR/2010/14 |
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“Uncertainty quantification via codimension-one domain partitioning and a new concentration inequality” Procedia — Social and Behavioral Sciences 2(6):7751–7752, 2010 doi:10.1016/j.sbspro.2010.05.211 |
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“Dissipative systems in contact with a heat bath: Application to Andrade creep” in Proceedings of the IUTAM Symposium on Variational Concepts with Applications to the Mechanics of Materials, Bochum, Germany, September 22–26, 2008, ed. K. Hackl. IUTAM Bookseries 21:261–272, 2010 doi:10.1007/978-90-481-9195-6_20 |
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| 2007 | ||
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“Deterministic stick-slip dynamics in a one-dimensional random potential” in Analysis and Numerics for Rate-Independent Processes, 25 February–3 March 2007, ed. G. Dal Maso, G. Francfort, A. Mielke & T. Roubíček. Oberwolfach Reports 4(1):652–655, 2007 doi:10.4171/OWR/2007/11 |
Preprint |
Technical Reports
| 2010 | ||
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“The optimal uncertainty algorithm in the mystic framework” Caltech CACR Technical Report No. 523, August 2010 |
Report |
Peer Review Activities
I have served as an academic peer reviewer for the following journals:
Conferences & Academic Gatherings
| 2012 | ||
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1–5 April 2012:
SIAM Conference on Uncertainty Quantification
Raleigh, North Carolina, U.S.A. Participant and minisymposium speaker |
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27 January 2012:
Third Annual Caltech Solid Mechanics Symposium
California Institute of Technology, Pasadena, California, U.S.A. Member of the organizing committee |
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22–28 January 2012:
Interplay of Analysis and Probability in Physics
Mathematisches Forschungsinstitut Oberwolfach, Germany Invited participant and speaker, supported by the US Junior Oberwolfach Fellows project (NSF Grant 0540019) |
Slides |
| 2011 | ||
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12–16 December 2011:
EPSRC Symposium on Probability
Workshop on Multiscale Systems: Theory and Applications Mathematics Institute, University of Warwick, U.K. Invited speaker |
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8 December 2011:
Applied Physics and Applied Mathematics Colloquium
Columbia University, New York City, New York, U.S.A. Colloquium speaker |
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13–16 November 2011:
INFORMS 2011 Annual Meeting
Decision Support Models and Sensitivity Analysis Charlotte, North Carolina, U.S.A. Invited minisymposium speaker |
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16–18 August 2011:
PSAAP Verification and Validation Workshop
Stanford University, Palo Alto, California, U.S.A. Participant and speaker |
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10–14 July 2011:
SciDAC 2011 Annual Meeting
Denver, Colorado, U.S.A. Panel speaker |
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12–18 June 2011:
Spectral Methods of Uncertainty Quantification
Mathematisches Forschungsinstitut Oberwolfach, Germany Invited participant |
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18 March 2011:
Applied Mathematics and Statistics Seminar
Mathematics Institute, University of Warwick, U.K. Invited speaker |
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17 March 2011:
Applied Mathematics Reading Group
Department of Mathematical Sciences, University of Bath, U.K. Invited speaker |
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21 February 2011:
CSRI Uncertainty Quantification, Verification & Validation Seminar
Sandia National Laboratories, Albuquerque, New Mexico, U.S.A. Invited speaker |
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19 January 2011:
Second Annual Caltech Solid Mechanics Symposium
California Institute of Technology, Pasadena, California, U.S.A. Invited contributing speaker |
Slides |
| 2010 | ||
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12–18 November 2010:
ASME International Mechanical Engineering Congress & Exposition
Symposium on Uncertainty Quantification in Multiscale Multiphysics Simulations Vancouver, British Columbia, Canada Participant and symposium speaker |
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29 August–3 September 2010:
Rate-Independent Systems: Modeling, Analysis, and Computations
Banff International Research Station, Banff, Alberta, Canada Invited participant and contributing speaker |
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19–22 July 2010:
6th International Conference on Sensitivity Analysis of Model Output
Bocconi University, Milano, Italy Participant and contributing speaker |
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12–16 July 2010:
2010 SIAM Annual Meeting
Minisymposium on Numerical Methods for Stochastic Computation and Uncertainty Quantification Pittsburgh, Pennsylvania, U.S.A. Participant and minisymposium speaker |
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7–9 July 2010:
PSAAP Verification and Validation Workshop
University of Texas at Austin, Austin, Texas, U.S.A. Participant and panel speaker |
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14–20 March 2010:
Microstructures in Solids: From Quantum Models to Continua
Mathematisches Forschungsinstitut Oberwolfach, Germany Invited participant and contributing speaker, supported by the Oberwolfach Leibniz Graduate Students programme |
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8–11 February 2010:
Advanced Simulation and Computing Principal Investigators Meeting
Las Vegas, Nevada, U.S.A. Participant |
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| 2009 | ||
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18–19 November 2009:
Sensitivity Analysis and Uncertainty Quantification Workshop
Part of Los Alamos National Laboratory's ASC Verification & Validation Program Santa Fe, New Mexico, U.S.A. Participant |
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27–29 August 2009:
Workshop on Energy-Driven Systems
Center for Nonlinear Analysis, Carnegie Mellon University, Pittsburgh, Pennsylvania, U.S.A. Participant and contributing speaker |
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28–30 July 2009:
PSAAP Verification and Validation Workshop
California Institute of Technology, Pasadena, California, U.S.A. Participant |
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4 February 2009:
Warwick Mathematics Institute Postgraduate Open Day
University of Warwick, Coventry, U.K. Invited contributing speaker |
Slides |
| 2008 | ||
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7–11 July 2008:
LMS–EPSRC Short Course on Stochastic Partial Differential Equations
Imperial College London, U.K. Participant |
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October 2007–September 2008:
Warwick Mathematics Institute Postgraduate Seminar
Mathematics Institute, University of Warwick, Coventry, U.K. Organizer |
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| 2007 | ||
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17–18 September 2007:
Microscopic Models of Plastic Evolution
Mathematics Institute, University of Warwick, Coventry, U.K. Organizer and speaker |
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30 April–1 May 2007:
Third Annual Structured Integrators Workshop
University of Southern California, Los Angeles, California, U.S.A. Invited participant and contributing speaker |
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16 March–5 May 2007:
Graduate Aeronautical Laboratories
California Institute of Technology, Pasadena, California, U.S.A. Visiting student researcher and invited speaker, guest of Prof. Michael Ortiz, supported by the University of Warwick Research Development Fund |
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25 February–2 March 2007:
Analysis and Numerics for Rate-Independent Processes
Mathematisches Forschungsinstitut Oberwolfach, Germany Invited participant and contributing speaker |
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19–20 January 2007:
Opening Colloquium
Hausdorff Centre for Mathematics, Bonn, Germany Participant |
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| 2006 | ||
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11–23 September 2006:
Fifth Prague Summer School: Mathematical Statistical Mechanics
Center for Theoretical Study, Charles University, Prague, Czech Republic Participant and contributing speaker |
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| 2002 | ||
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19–25 July 2002:
Ninth International Mathematics Competition for University Students
University of Warsaw, Warsaw, Poland Competitor, representing the University of Warwick |
Teaching
California Institute of Technology
- Undergraduate Research Students
- Yutong Chen (2011–2012)
- Lan Huong Nguyen (2011–2012)
Mathematics Institute, University of Warwick
- Teaching Assistant
- MA131 Analysis I & II (2005–2008)
- MA222 Metric Spaces (2006–2009)
- MA225 Differentiation (2006–2009)
- MA244 Analysis III (2005)
- MA397 Consolidation (2005, 2008)
- MA4A2 Advanced PDEs (2007)
Course Outline
Exercises
- MA4G6 Calculus of Variations (2006)
- Undergraduate Supervision
- Supervision of first- and second-year undergraduate students (2002–2004, 2005–2009)
Languages
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English | Fluent — first language |
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German / Deutsch | Intermediate |
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Latin / Lingua Latina | Intermediate |
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Russian / Русский Язык | Beginner |