423 Gates Hall

Cornell University

**Assistant Professor**

Department of Computer Science

Cornell University

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

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

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

- 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]

- 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