Software

Software for Sparse Tensor Decomposition on Emerging Computing Architectures

E. Phipps and T. G. Kolda, SIAM Journal on Scientific Computing, 2019

TuckerMPI: A Parallel C++/MPI Software Package for Large-scale Data Compression via the Tucker Tensor Decomposition

G. Ballard, A. Klinvex and T. G. Kolda, arXiv, 2019

Parallel Tensor Compression for Large-Scale Scientific Data

W. Austin, G. Ballard and T. G. Kolda, In IPDPS’16: Proceedings of the 30th IEEE International Parallel and Distributed Processing Symposium, 2016

Efficiently Computing Tensor Eigenvalues on a GPU

G. Ballard, T. G. Kolda and T. Plantenga, In IPDPSW’11: Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum, 2011

Asynchronous Parallel Generating Set Search For Linearly-Constrained Optimization

J. D. Griffin, T. G. Kolda and R. M. Lewis, SIAM Journal on Scientific Computing, 2008

A Comparison of Derivative-Free Optimization Methods for Groundwater Supply and Hydraulic Capture Community Problems

K. R. Fowler, J. P. Reese, C. E. Kees, J. E. Dennis, Jr., C. T. Kelley, C. T. Miller, C. Audet, A. J. Booker, G. Couture, R. W. Darwin, M. W. Farthing, D. E. Finkel, J. M. Gablonsky, G. Gray and T. G. Kolda, Advances in Water Resources, 2008

Efficient MATLAB Computations with Sparse and Factored Tensors

B. W. Bader and T. G. Kolda, SIAM Journal on Scientific Computing, 2007

Algorithm 862: MATLAB Tensor Classes for Fast Algorithm Prototyping

B. W. Bader and T. G. Kolda, ACM Transactions on Mathematical Software, 2006

Algorithm 856: APPSPACK 4.0: Asynchronous Parallel Pattern Search for Derivative-Free Optimization

G. A. Gray and T. G. Kolda, ACM Transactions on Mathematical Software, 2006

DAKOTA, a Multilevel Parallel Object-oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 4.0 Reference Manual

M. S. Eldred, A. A. Giunta, S. L. Brown, B. M. Adams, D. M. Dunlavy, J. P. Eddy, D. M. Gay, J. D. Griffin, W. E. Hart, P. D. Hough, T. G. Kolda, M. L. Martinez-Canales, L. P. Swiler, J.-P. Watson and P. J. Williams, Tech. Rep., Sandia National Laboratories, 2006