Anil Damle

damle@cs.cornell.edu

423 Gates Hall
Cornell University

Assistant Professor
Department of Computer Science
Cornell University

Teaching


Cornell University

  • CS 4220 / MATH 4260: Numerical Analysis: Linear and Nonlinear Problems — Spring 2018
  • CS 6220: Data-Sparse Matrix Computations — Fall 2017

Research


Current Projects

  • Localization of Kohn-Sham orbitals
  • Robust and efficient multi-way spectral clustering
  • Density fitting (in electronic structure calculations)
  • Mixture models and density estimation

General Interests

  • Numerical linear algebra
  • Computational quantum chemistry
  • Spectral clustering
  • Fast algorithms

Publications


Google Scholar, CV

Journals

  • Anil Damle, Antoine Levitt, and Lin Lin "Variational formulation for Wannier functions with entangled band structure," submitted [arXiv] [optimization code] [SCDM code]
  • Anil Damle and Lin Lin "Disentanglement via entanglement: A unified method for Wannier localization," submitted [arXiv] [code]
  • Anil Damle, Victor Minden, Lexing Ying, "Robust and efficient multi-way spectral clustering," submitted [arXiv] [code]
  • Victor Minden, Kenneth L. Ho, Anil Damle, Lexing Ying, "A recursive skeletonization factorization based on strong admissibility," SIAM Journal of Multiscale Modeling and Simulation 2017, 15 (2), pp 768-796 [online] [arXiv]
  • Anil Damle, Lin Lin, Lexing Ying, "Accelerating selected columns of the density matrix computations via approximate column selection," accepted, SIAM Journal on Scientific Computing [arXiv]
  • Victor Minden, Anil Damle, Kenneth L. Ho, Lexing Ying "Fast spatial Gaussian process maximum likelihood estimation via skeletonization factorizations," SIAM Journal of Multiscale Modeling and Simulation 2017, 15 (4), pp 1584-1611 [online] [arXiv] [code]
  • Anil Damle, Lin Lin, Lexing Ying, "SCDM-k: Localized orbitals for solids via selected columns of the density matrix," Journal of Computational Physics Volume 334, 1 April 2017, pp 1-15 [online][arXiv]
  • Victor Minden, Anil Damle, Kenneth Ho and Lexing Ying "A technique for updating hierarchical factorizations of integral operators," SIAM Journal of Multiscale Modeling and Simulation 2016, 14 (1), pp 42-64 [online] [arXiv]
  • Anil Damle, Lin Lin, Lexing Ying, "Compressed representation of Kohn–Sham orbitals via selected columns of the density matrix," J. Chem. Theory Comput., 2015, 11 (4), pp 1463–1469 [online] [arXiv]
  • Anil Damle, Yuekai Sun, "A geometric approach to archetypal analysis and non-negative matrix factorization," Technometrics 2017, 59 (3) pp 361-370 [online] [arXiv]
  • Anil Damle, Lin Lin, Lexing Ying, "Pole expansion for solving a type of parametrized linear systems in electronic structure calculations," SIAM Journal on Scientific Computing 2014 36:6, A2929-A2951 [online] [arXiv]
  • Anil Damle, Gregory Beylkin, Terry Haut, Lucas Monzón, "Near optimal rational approximations of large data sets," Applied and Computational Harmonic Analysis, Volume 35, Issue 2, September 2013, Pages 251-263, ISSN 1063-5203 [online]

Conference Proceedings

  • Matanya B. Horowitz, Anil Damle, Joel W. Burdick. "Linear Hamilton Jacobi Bellman Equations in High Dimensions," Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on, pp. 5880-5887, 15-17 Dec. 2014 [arXiv]
  • A. Damle and L. Y. Pao. "Simultaneous Numerical Optimization for Data Association and Parameter Estimation," Proc. Joint IEEE Conf. Decision and Control and European Control Conf., Orlando, FL, pp. 7800-7805, Dec. 2011