Anil Damle

damle@cs.cornell.edu

423 Gates Hall
Cornell University

Assistant Professor
Department of Computer Science
Cornell University

Teaching


Cornell University

  • CS 6220: Data-Sparse Matrix Computations — Spring 2020
  • CS 3220: Computational Mathematics for Computer Science — Fall 2019
  • CS 4220 / MATH 4260: Numerical Analysis: Linear and Nonlinear Problems — Spring 2019
  • CS 6210: Matrix Computations — Fall 2018
  • CS 4220 / MATH 4260: Numerical Analysis: Linear and Nonlinear Problems — Spring 2018
  • CS 6220: Data-Sparse Matrix Computations — Fall 2017

Research


Current Projects

  • Localized representations of Kohn-Sham orbitals
  • Robust and efficient multi-way spectral clustering
  • Invariant subspace perturbation theory
  • Mixture models and density estimation

General Interests

  • Numerical linear algebra
  • Computational quantum chemistry
  • Computational statistics
  • Fast algorithms

Publications


Google Scholar, CV

Journals

  • Vasileios Charisopoulos, Austin R. Benson, and Anil Damle "Entrywise convergence of iterative methods for eigenproblems," submitted [arXiv]
  • John Paul Ryan and Anil Damle "Parallel Skeletonization for Integral Equations in Evolving Multiply-Connected Domains," submitted [arXiv]
  • Vasileios Charisopoulos, Austin R. Benson, and Anil Damle "Incrementally updated spectral embeddings," submitted [arXiv]
  • Anil Damle and Yuekai Sun "Uniform bounds for invariant subspace perturbations," submitted [arXiv] [code]
  • Thomas Reeves, Anil Damle, and Austin Benson, "Network interpolation," accepted [arXiv]
  • Anil Damle, Antoine Levitt, and Lin Lin "Variational formulation for Wannier functions with entangled band structure," SIAM Multiscale Modeling and Simulation, 2019, 17 (1), 167-191 [SIAM online] [arXiv] [optimization code] [SCDM code]
  • Anil Damle and Lin Lin "Disentanglement via entanglement: A unified method for Wannier localization," SIAM Multiscale Modeling and Simulation, 2018, 16 (3), 1392-1410 [SIAM online] [arXiv] [code]
  • Anil Damle, Victor Minden, Lexing Ying, "Simple, direct and efficient multi-way spectral clustering," Information and Inference: a Journal of the IMA, 2019, 8 (1), 181–203, [online] [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), 768-796 [online] [arXiv]
  • Anil Damle, Lin Lin, Lexing Ying, "Computing Localized Representations of the Kohn--Sham Subspace Via Randomization and Refinement," SIAM Journal on Scientific Computing, 2017, 39 (6), B1178 - B1198 [online] [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), 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, 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), 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), 1463–1469 [online] [arXiv]
  • Anil Damle, Yuekai Sun, "A geometric approach to archetypal analysis and non-negative matrix factorization," Technometrics, 2017, 59 (3), 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, 2013, 35 (2), 251-263 [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