Anil Damle

damle@cs.cornell.edu

423 Gates Hall
Cornell University

Assistant Professor
Department of Computer Science
Cornell University

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 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," accepted, SIAM Journal of Multiscale Modeling and Simulation [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