Our papers: |
J. F. Alexander, G. E. Eyink, J. M. Restrepo, ``Accelerated Monte-Carlo for Optimal Estimation of Time Series,'' Journal of Statistical Physics, * 119 *, pp.1331-1345, 2005.
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Barber, J., Alberding, J., Restrepo, J., Secomb, T., "Simulated Two-Dimensional Red Blood Cell Motion, Deformation, and Partitioning in Microvessel Bifurcations," Annals of Biomedical Engineering, 36(1690-8), 2008.
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Kobus Barnard and Quanfu Fan, "Reducing correspondence ambiguity in loosely labeled training data," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June, 2007.
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P. Dostert, Y. Efendiev, B. Mohanty, "Efficient uncertainty quantification techniques for Richards' equation," Advances in Water Resources, submitted.
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P. Dostert, Y. Efendiev, T.Y. Hou,``Multiscale finite element methods for
stochastic porous media flow equations and application to uncertainty
quantification,'' Computer Methods in Applied Mechanics and Engineering,
Volume 197, Issues 43-44, pp. 3445-3455, 2008.
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P. Dostert, Y. Efendiev, T.Y. Hou, W. Luo, ``Coarse-Gradient Langevin
Algorithms for Dynamic Data Integration and Uncertainty Quantification,''
Journal of Computational Physics, 217(1), pp.123-142, 2006.
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G. E. Eyink, J. M. Restrepo, J. F. Alexander, ``A Statistical-Mechanical
Approach to Data Assimilation for Nonlinear Dynamics, III Numerical
Algorithms'', Journal of Statistical Physics, 2004.
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G. E. Eyink, J. M. Restrepo, J. F. Alexander, ``A Statistical-Mechanical Approach to Data Assimilation for Nonlinear Dynamics'', pp 35+12
figures, *accepted, subject to revisions*, Journal of Statistical Physics, September, 2003.
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G. L. Eyink, J. Restrepo, and F. J. Alexander "A Statistical-Mechanical Approach to Data Assimilation for Nonlinear Dynamics". (also available as a
preprint as ``A Statistical-Mechanical Approach to Data Assimilation Using Moment Closures,'', 26 pages) Journal of Statistical Physics, 2003.
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G. E. Eyink, J. M. Restrepo, J. F. Alexander, ``A Mean Field Approximation in Data Assimilation for Nonlinear Dynamics'', Physica D, * 195 *, pp. 347-368, 2004.
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Jonathan B. Goodman, Kevin K. Lin, "Coupling Control Variates for
Markov Chain Monte Carlo," preprint (2008); arXiv:0809.2300v1
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M. Hasson, J.M. Restrepo, ``Approximating on Disjoint Intervals and its Application to Matrix Preconditioning,'', Complex Variables and Elliptic Equations, * 52 *, DOI: 10.1080/17476930701524222 (2007).
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M. Hasson, J.M. Restrepo, J. M. Hyman, ``A Strategy for Detecting Extreme
Eigenvalues Bounding Gaps in the Discrete Spectrum of Self-Adjoint
Operators,'' Computers and Mathematics with Applications, * 53 *, pp.
1271-1283 (2007).
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S. Kim, G. Eyink, J. M. Restrepo, J. F. Alexander, G. W. Johnson, ``Ensemble Filtering for Nonlinear Dynamics,'' Monthly Weather Review, * 131 *, pp. 2586-2594, 2003.
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Paul Krause, "The Diffusion Kernel Filter", accepted under review, J Stat Physics, (2008).
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P. Krause, J. M. Restrepo, ``Lagrangian Data Assimilation Using the Kernel
Diffusion Method'', * accepted *, Monthly Weather Review, September, 2008.
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D. Kurtze, J. M. Restrepo, J. Ditmann, ``Sustained Oscillations due to
Convective Adjustment in Box Models'', * resubmitted *, Numerical Ocean
Circulation Modeling, pp 30+8 figures, May 2008.
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E. Lane, S. Peacock, J. M. Restrepo, ``A dynamic-flow carbon-cycle box model
and high-latitude sensitivity,'' Tellus B, * 58 *, pp.257-278 (2006).
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S. Peacock, E. Lane, J. M. Restrepo, ``A possible sequence of events for the generalized glacial-interglacial cycle,'' Journal of Global Biogeochemical Cycles, * 20 *, GB2010 (2006).
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J. M. Restrepo, R. Rael, J. Hyman, ``Influence of Polling on Elections,'', *in revision*, November 2007, Journal of Public Choice, pp 67+6 figures
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J. M. Restrepo, S. T. McDaniel, ``Spatial Coherence in the High Frequency Limit'', Waves in Random Media, * 2 *, pp 183-193,
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J. M. Restrepo, G. K. Leaf, ``Noise Effects on Wave-Generated Transport Induced by Ideal Waves'', Journal of Physical Oceanography, * 32 *, pp. 2334-2349, 2002.
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J. M. Restrepo, S. T. McDaniel, ``Two Models for the Spatially Covariant Field Scattered by Randomly Rough Pressure-release Surfaces with Gaussian
Spectra'', Journal of the Acoustical Society of America, * 87 *, pp 2033-2043 , 1990.
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J. M. Restrepo, ``A Path Integral Method for Data Assimilation,'' Physica D,
* 237 *, pp. 14--27 (2008).
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J. M. Restrepo, ``Wave Breaking Dissipation in a Wave-driven Circulation,''
* 37 *, Journal of Physical Oceanography, pp 1749-1763 (2007).
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Joseph Schlecht, Kobus Barnard, Ekaterina Spriggs, and Barry Pryor, "Inferring Grammar-based Structure Models in 3D Microscopy Data," IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June, 2007.
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Schlecht, J., Kaplan, M., Barnard, K., Karafet, T., Hammer, M., Merchant, N., "Machine Learning Approaches for Classifying Haplogroup from Y Chromosome STR Data," PLoS Computational Biology, 4(6), 2008.
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