Peter G. Binev

 

E-Mail: binev@math.sc.edu

Office Hours: MWF 11:00 - 12:00   or by appointment

Phone: (803) 576-6269,  576-6304

Fax: (803) 777-6527

Office: LeConte 425       Lab: Sumwalt 206H

Mail:

Peter Binev
Department of Mathematics
University of South Carolina
Columbia, SC 29208  

 

 

MATH 141

Calculus I

Fall 2012

Meeting times: MWF   10:10 – 11:00 AM   at   LeConte 412

Syllabus

 

 

 

MATH 723

Differential Equations I

Fall 2012

Meeting times: MWF   1:25 – 2:15 PM   at   LeConte 405

Syllabus

 

 

 

Recent Publications

 

  P. Binev, A. Cohen, W. Dahmen, and R. DeVore
     Classification Algorithms Using Adaptive Partitioning
     IMI Preprint Series   2012:07, preprint

 

  P. Binev, F. Blanco-Silva, D. Blom, W. Dahmen, P. Lamby, R. Sharpley, and T. Vogt
     Super-resolution image reconstruction by nonlocal means applied to high-angle annular darkfield scanning transmission electron microscopy (HAADF-STEM)
     in   Modeling Nanoscale Imaging in Electron Microscopy (T. Vogt, W. Dahmen, P. Binev, eds.), Springer (2012), 127-145, Springer

 

  P. Binev, W. Dahmen, R. DeVore, P. Lamby, D. Savu, and R. Sharpley
     Compressed Sensing and Electron Microscopy
     in   Modeling Nanoscale Imaging in Electron Microscopy (T. Vogt, W. Dahmen, P. Binev, eds.), Springer (2012), 73-126, Springer

 

  A. Belochitski, P. Binev, R. DeVore, M. Fox-Rabinovitz, V. Krasnopolski, and P. Lamby
     Tree Approximation of the Long Wave Radiation Parameterization in the NCAR CAM Global Climate Model
     Journal of Computational and Applied Mathematics  236 (2011), 447-460, JCAM

 

  P. Binev, A. Cohen, W. Dahmen, R. DeVore, G. Petrova, P. Wojtaszczyk
     Convergence Rates for Greedy Algorithms in Reduced Basis Methods
     SIAM J. Math. Anal. 43 (2011), 1457-1472, SIAM

 

  P. Binev, W. Dahmen, P. Lamby
     Fast Highdimensional Approximation with Sparse Occupancy Trees
     Journal of Computational and Applied Mathematics  235 (2011), 2063-2076, JCAM

 

  P. Binev
     Nonlocal Means with Application to Electron Microscopy
     Mathematisches Forschungsinstitut Oberwolfach   Report No. 33 (2010), 1961-1964, MFO

 

  P. Binev, F. Blanco-Silva, D. Blom, W. Dahmen, R. Sharpley, and T. Vogt
     Super-resolution image reconstruction by nonlocal means applied to high-angle annular darkfield scanning transmission electron microscopy (HAADF-STEM)
     IMI Preprint Series   2009:06, preprint

 

  P. Binev
     High Dimensional Learning via Sparse Occupancy Trees
     Mathematisches Forschungsinstitut Oberwolfach   Report No. 30 (2008), 1675-1678, MFO

 

  P. Binev
     Adaptive Methods and Near-Best Tree Approximation
     Mathematisches Forschungsinstitut Oberwolfach   Report No. 29 (2007), 1669-1673, MFO

 

  P. Binev, A. Cohen, W. Dahmen, and R. DeVore
     Universal Piecewise Polynomial Estimators for Machine Learning
     in   Curve and Surface Design: Avignon 2006 (P. Chenin et al., eds.), Nashboro Press (2007), 48-77

 

  P. Binev, A. Cohen, W. Dahmen, and R. DeVore
     Universal algorithms for learning theory - Part II: piecewise polynomial functions
     Constructive Approximation  26 (2007), 127-152, SpringerLink

 

  P. Binev, A. Cohen, W. Dahmen, R. DeVore, and V. Temlyakov
     Universal algorithms for learning theory - Part I: piecewise constant functions
     Journal of Machine Learning Research  6 (2005), 1297-1321, JMLR

 

  P. Binev
     Adaptive Finite Element Methods with Optimal Complexity
     Mathematisches Forschungsinstitut Oberwolfach   Report No. 37 (2005), 2101-2104, MFO

 

  P. Binev, W. Dahmen, R. DeVore, and N. Dyn
     Adaptive Approximation of Curves
     in  Approximation Theory: A volume dedicated to Borislav Bojanov, (D. K. Dimitrov et all., eds.), Marin Drinov Academic Publishing House, Sofia (2004), 43-57, preprint

 

  P. Binev and R. DeVore
     Fast Computation in Adaptive Tree Approximation
     Numer. Math.   97 (2004), 193-217, SpringerLink

 

  P. Binev, W. Dahmen, R. DeVore
     Adaptive Finite Element Methods with Convergence Rates
     Numer. Math.   97 (2004), 219-268, SpringerLink

 

  P. Binev, W. Dahmen, R. DeVore, P. Petrushev
     Approximation Classes for Adaptive Methods
     Serdica Math. J.  28 (2002), 391-416, preprint

 

 

 

  Posters (undergraduate research projects)


   LADAR Data Cloud Assimilation     poster(22 MB)

 

   Mathematical Learning Theory     poster(4.6 MB)

 

 

Teaching :


   Math 527 - Spring 2012 


   Math 544 - Fall 2011 


   Math 526 - Spring 2011 


   Math 708 - Fall 2010 


   Math 142 - Spring 2010 


   Math 708 - Fall 2009 


   Math 527 / CSCE 561 - Spring 2009 


   Math 706 - Spring 2009 


   Math 522 - Fall 2008 


   Math 721 - Spring 2008 


   Math 720 - Fall 2007 


   Math 142 - Spring 2007 


   Math 574 - Fall 2006 


   Math 141 - Fall 2005 


   Math 122 - Fall 2004 


   Math 174 - Fall 2003 


   Math 241 - Spring 2003 


   Math 242 - Fall 2002 


   Math 241 - Spring 2002 


   Math 241 - Fall 2001 


   Math 241 - Spring 2001 


   Math 242 - Fall 2000