Faculty Publications - James Demmel

Books

• J. Demmel, Applied Numerical Linear Algebra, Philadelphia, PA: Society for Industrial and Applied Mathematics, 1997.

Book chapters or sections

• J. Demmel, J. Dongarra, B. N. Parlett, W. M. Kahan, M. Gu, D. Bindel, Y. Hida, X. Li, O. Marques, E. J. Riedy, C. Vomel, J. Langou, P. Luszczek, J. Kurzak, A. Buttari, J. Langou, and S. Tomov, "Prospectus for the next LAPACK and ScaLAPACK libraries," in Applied Parallel Computing: State of the Art in Scientific Computing. Proc. 8th Intl. Workshop (PARA 2006). Revised Selected Papers, B. Kagstrom, E. Elmroth, J. Dongarra, and J. Wasniewski, Eds., Lecture Notes in Computer Science, Vol. 4699, Berlin, Germany: Springer-Verlag, 2007, pp. 11-23.
• D. S. Bindel, Z. Bai, and J. Demmel, "Model reduction for RF MEMS simulation," in Applied Parallel Computing: State of the Art in Scientific Computing. Proc. 7th Intl. Workshop (PARA 2004): Revised Selected Papers, J. Dongarra, K. Madsen, and J. Wasniewski, Eds., Lecture Notes in Computer Science, Vol. 3732, Berlin, Germany: Springer-Verlag, 2006, pp. 286-295.
• E. J. Im, I. Bustany, C. Ashcraft, J. Demmel, and K. A. Yelick, "Performance tuning of matrix triple products based on matrix structure," in Applied Parallel Computing: State of the Art in Scientific Computing. Proc. 7th Intl. Workshop (PARA 2004): Revised Selected Papers, J. Dongarra, K. Madsen, and J. Wasniewski, Eds., Lecture Notes in Computer Science, Vol. 3732, Berlin, Germany: Springer-Verlag, 2006, pp. 740-746.
• D. S. Bindel, J. Demmel, M. J. Friedman, W. J. F. Govaerts, and Y. A. Kuznetsov, "Bifurcation analysis of large equilibrium systems in MATLAB," in Computational Science: Proc. 5th Intl. Conf. (ICCS 2005), V. S. Sunderam, G. D. van Albada, P. M. A. Sloot, and J. J. Dongarra, Eds., Lecture Notes in Computer Science, Vol. 3514, Berlin, Germany: Springer-Verlag, 2005, pp. 50-57.
• E. Mizutani and J. Demmel, "Iterative scaled trust-region learning in Krylov subspaces via Peralmutter's implicit sparse Hessian-vector multiply," in Advances in Neural Information Processing Systems 16: Proc. 17th Annual Conf. (NIPS 2003), S. Thrun, L. K. Saul, and B. Scholkopf, Eds., Advances in Neural Information Processing, Vol. 16, Cambridge, MA: MIT Press, 2004, pp. 209-216.
• R. Vuduc, A. Gyulassy, J. Demmel, and K. A. Yelick, "Memory hierarchy optimizations and performance bounds for Sparse {A sup T Ax}," in Computational Science: Proc. Intl. Conf. on Computational Science (ICCS 2003), P. M. A. Sloot, D. Abramson, A. V. Bogdanov, J. J. Dongarra, A. Y. Zomaya, and Y. E. Gorbachev, Eds., Lecture Notes in Computer Science, Vol. 2659, Berlin, Germany: Springer-Verlag, 2003, pp. 705-714.
• L. A. Drummond, J. Demmel, C. R. Mechoso, H. Robinson, K. Sklower, and J. A. Spahr, "A data broker for distributed computing environments," in Computational Science -- Part I: Proc. Intl. Conf. (ICCS 2001), V. N. Alexandrov, J. Dongarra, B. A. Juliano, R. S. Renner, and C. J. K. Tan, Eds., Lecture Notes in Computer Science, Vol. 2073, Berlin, Germany: Springer-Verlag, 2001, pp. 31-40.
• R. Vuduc, J. Demmel, and J. Bilmes, "Statistical models for automatic performance tuning," in Computational Science: Proc. Intl. Conf. on Computational Science (ICCS 2001), V. N. Alexandrov, J. J. Dongarra, B. A. Juliano, R. S. Renner, and C. J. K. Tan, Eds., Lecture Notes in Computer Science, Vol. 2073, Berlin, Germany: Springer-Verlag, 2001, pp. 117-126.
• E. Mizutani and J. Demmel, "On iterative Krylov-dogleg trust-region steps for solving neural networks nonlinear least squares problems," in Advances in Neural Information Processing Systems 13: Proc. 14th Annual Conf. (NIPS 2000), T. K. Leen, T. G. Dietterreich, and V. Tresp, Eds., Advances in Neural Information Processing Systems, Vol. 13, Cambridge, MA: MIT Press, 2000, pp. 605-611.
• R. Vuduc and J. Demmel, "Code generators for automatic tuning of numerical kernels: Experiences with FFTW," in Semantics, Applications, and Implementation of Program Generation: Proc. 2000 Intl. Workshop (SAIG 2000), W. Taha, Ed., Lecture Notes in Computer Science, Vol. 1924, Berlin, Germany: Springer-Verlag, 2000, pp. 190-211.
• D. T. Blackston, J. Demmel, A. R. Neureuther, and B. Wu, "Integration of an adaptive parallel N-body solver into a particle by particle electron-beam interaction simulator," in Proc. SPIE: Charged Particle Optics IV, E. Munro, Ed., Vol. 3777, Bellingham, WA: SPIE -- The International Society for Optical Engineering, 1999, pp. 228-239.
• L. S. Blackford, A. J. Cleary, J. Demmel, I. S. Dhillon, J. Dongarra, S. Hammarling, A. Petitet, H. Ren, K. Stanley, and R. C. Whaley, "Practical experience in the dangers of heterogeneous computing," in Applied Parallel Computing: Industrial Computation and Optimization. Proc. 3rd Intl. Workshop (PARA '96), J. Wasniewski, J. Dongarra, K. Madsen, and D. Olesen, Eds., Lecture Notes in Computer Science, Vol. 1184, Berlin, Germany: Springer-Verlag, 1996, pp. 57-64.
• J. Choi, J. Demmel, I. S. Dhillon, J. Dongarra, S. Ostrouchov, A. Petitet, K. Stanley, D. W. Walker, and R. C. Whaley, "ScaLAPACK, a portable linear algebra library for distributed memory computers -- Design issues and performance," in Applied Parallel Computing: Computations in Physics, Chemistry, and Engineering Science. Proc. 2nd Intl. Workshop (PARA '95), J. Dongarra, K. Madsen, and J. Wasniewski, Eds., Lecture Notes in Computer Science, Vol. 1041, Berlin, Germany: Springer-Verlag, 1996, pp. 95-106.
• J. Demmel, J. Dongarra, and W. M. Kahan, "On designing portable high performance numerical libraries," in Numerical Analysis 1991: Proc. 14th Dundee Conf. on Numerical Analysis, D. F. Griffiths and G. A. Watson, Eds., Pitman Research Notes in Mathematics, Essex, UK: Longman Scientific & Technical, 1992, pp. 69-84.

Articles in journals or magazines

• J. Demmel, I. Dumitriu, and O. Holtz, "Fast linear algebra is stable," Numerische Mathematik, vol. 108, no. 1, pp. 59-91, Oct. 2007.
• L. Grigori, J. Demmel, and X. S. Li, "Parallel symbolic factorization for sparse LU with static pivoting," SIAM J. Scientific Computing, vol. 29, no. 3, pp. 1289-1314, May 2007.
• R. Nishtala, R. W. Vuduc, J. Demmel, and K. A. Yelick, "When cache blocking of sparse matrix vector multiply works and why," Applicable Algebra in Engineering, Communication and Computing, vol. 18, no. 3, pp. 297-311, May 2007.
• H. Choo, D. Garmire, J. Demmel, and R. S. Muller, "Simple fabrication process for self-aligned, high-performance microscanners--Demonstrated use to generate a 2-D ablation pattern," IEEE/ASME J. Microelectromechanical Systems, vol. 16, no. 2, pp. 260-268, April 2007.
• J. Demmel, I. Dumitriu, O. Holtz, and R. Kleinberg, "Fast matrix multiplication is stable," Numerische Mathematik, vol. 106, no. 2, pp. 199-224, March 2007.
• J. Demmel, Y. Hida, W. M. Kahan, X. S. Li, S. Mukherjee, and E. J. Riedy, "Error bounds from extra-precise iterative refinement," ACM Trans. Mathematical Software, vol. 32, no. 2, pp. 325-351, June 2006.
• J. Nie, J. Demmel, and B. Sturmfels, "Minimizing polynomials via sum of squares over the gradient ideal," Mathematical Programming, vol. 106, no. 3, pp. 587-606, May 2006.
• J. Demmel and P. Koev, "Accurate and efficient evaluation of Schur and Jack functions," Mathematics of Computation, vol. 75, no. 253, pp. 223-239, Jan. 2006.
• J. Demmel and P. Koev, "The accurate and efficient solution of a totally positive generalized Vandermonde linear system," SIAM J. Matrix Analysis and Applications, vol. 27, no. 1, pp. 142-152, 2005.
• R. Vuduc, J. Demmel, and K. A. Yelick, "OSKI: A library of automatically tuned sparse matrix kernels," J. Physics: Conference Series, vol. 16, no. 1, pp. 521-530, 2005.
• J. Demmel, J. Dongarra, V. Eijkhout, E. Fuentes, A. Petitet, R. Vuduc, R. C. Whaley, and K. A. Yelick, "Self-adapting linear algebra algorithms and software," Proc. IEEE, vol. 93, no. 2, pp. 293-312, Feb. 2005.
• R. Vuduc, J. Demmel, and J. A. Bilmes, "Statistical models for empirical search-based performance tuning," Intl. J. High Performance Computing Applications, vol. 18, no. 1, pp. 65-94, 2004.
• J. Demmel and Y. Hida, "Fast and accurate floating point summation with application to computational geometry," Numerical Algorithms, vol. 37, no. 1-4, pp. 101-112, Dec. 2004.
• J. Demmel and P. Koev, "Accurate SVDs of weakly diagonally dominant M-matrices," Numerische Mathematik, vol. 98, no. 1, pp. 99-104, July 2004.
• J. Demmel and Y. Hida, "Accurate and efficient floating point summation," SIAM J. Scientific Computation, vol. 25, no. 4, pp. 1214-1248, 2003.
• X. S. Li and J. Demmel, "SuperLU_DIST: A scalable distributed-memory sparse direct solver for unsymmetric linear systems," ACM Trans. Mathematical Software, vol. 29, no. 2, pp. 110-140, June 2003.
• E. Mizutani and J. Demmel, "On structure-exploiting trust-region regularized nonlinear least squares algorithms for neural-network learning," Neural Networks: Special Issue on Advances in Neural Networks Research (IJCNN '03), vol. 16, no. 5-6, pp. 745-753, June 2003.
• X. S. Li, J. Demmel, D. H. Bailey, G. Henry, Y. Hida, J. Iskandar, W. M. Kahan, S. Y. Kang, A. Kapur, M. C. Martin, B. J. Thompson, T. Tung, and D. J. Yoo, "Design, implementation and testing of Extended and Mixed Precision BLAS," ACM Trans. Mathematical Software, vol. 28, no. 2, pp. 152-205, June 2002.
• L. S. Blackford, J. Demmel, J. Dongarra, I. Duff, S. Hammarling, G. Henry, M. Heroux, L. Kaufman, A. Lumsdaine, A. Petitet, R. Pozo, K. Remington, and R. C. Whaley, "An updated set of Basic Linear Algebra Subprograms (BLAS)," ACM Trans. Mathematical Software, vol. 28, no. 2, pp. 135-151, June 2002.
• D. Bindel, J. Demmel, W. M. Kahan, and O. Marques, "On computing Givens rotations reliably and efficiently," ACM Trans. Mathematical Software, vol. 28, no. 2, pp. 206-238, June 2002.
• J. Demmel, B. Diament, and G. Malajovich, "On the complexity of computing error bounds," Foundations of Computational Mathematics, vol. 1, no. 1, pp. 101-125, Sep. 2001.
• J. Demmel, L. Dieci, and M. J. Friedman, "Computing connecting orbits via an improved algorithm for continuing invariant subspaces," SIAM J. Scientific Computing, vol. 22, no. 1, pp. 81-94, 2000.
• J. Demmel, "Accurate singular value decompositions of structured matrices," SIAM J. Matrix Analysis and Applications, vol. 21, no. 2, pp. 562-580, Oct. 2000.
• J. Demmel, J. R. Gilbert, and X. S. Li, "An asynchronous parallel supernodal algorithm for sparse Gaussian elimination," SIAM J. Matrix Analysis and Applications, vol. 20, no. 4, pp. 915-952, Oct. 1999.
• J. Demmel, S. C. Eisenstat, J. R. Gilbert, X. S. Li, and J. W. H. Liu, "A supernodal approach to sparse partial pivoting," SIAM J. Matrix Analysis and Applications, vol. 20, no. 3, pp. 720-7551, July 1999.
• B. G. Pfrommer, J. Demmel, and H. Simon, "Unconstrained energy functionals for electronic structure calculations," J. Computational Physics, vol. 150, no. 1, pp. 287-298, March 1999.
• J. Saltz, A. Sussman, S. L. Graham, J. Demmel, S. Baden, and J. Dongarra, "Programming tools and environments," Communications of the ACM, vol. 41, no. 11, pp. 64-73, Nov. 1998.
• Z. Bai and J. Demmel, "Using the matrix sign function to compute invariant subspaces," SIAM J. Matrix Analysis and Applications, vol. 19, no. 1, pp. 205-225, Jan. 1998.
• S. Chakrabarti, J. Demmel, and K. A. Yelick, "Models and scheduling algorithms for mixed data and task parallel programs," J. Parallel and Distributed Computing: Special Issue on Dynamic Load Balancing, vol. 47, no. 1, pp. 168-184, Nov. 1997.
• Z. Bai, J. Demmel, J. Dongarra, A. Petitet, H. Robinson, and K. Stanley, "The spectral decomposition of nonsymmetric matrices on distributed memory parallel computers," SIAM J. Scientific Computing, vol. 18, no. 5, pp. 1446-1461, Sep. 1997.
• L. S. Blackford, A. Cleary, A. Petitet, R. C. Whaley, J. Demmel, I. Dhillon, H. Ren, K. Stanley, J. Dongarra, and S. Hammarling, "Practical experience in the numerical dangers of heterogeneous computing," ACM Trans. Mathematical Software, vol. 23, no. 2, pp. 133-147, June 1997.
• Z. Bai, J. Demmel, and M. Gu, "An inverse free parallel spectral divide and conquer algorithm for nonsymmetric eigenproblems," Numerische Mathematik, vol. 76, no. 3, pp. 279-308, May 1997.
• J. Choi, J. Demmel, I. S. Dhillon, J. Dongarra, S. Ostrouchov, A. Petitet, K. Stanley, D. W. Walker, and R. C. Whaley, "ScaLAPACK, a portable linear algebra library for distributed memory computers -- Design issues and performance," Computer Physics Communications, vol. 97, no. 1-2, pp. 1-15, Aug. 1996.
• D. Manocha and J. Demmel, "Algorithms for intersecting parametric and algebraic curves. II. Multiple intersections," Graphical Models and Image Processing, vol. 57, no. 2, pp. 81-100, March 1995.
• J. Demmel and X. Li, "Faster numerical algorithms via exception handling," IEEE Trans. Computers, vol. 43, no. 8, pp. 983-992, Aug. 1994.
• D. Manocha and J. Demmel, "Algorithms for intersecting parametric and algebraic curves. I. Simple intersections," ACM Trans. Graphics, vol. 13, no. 1, pp. 73-100, Jan. 1994.
• Z. Bai and J. Demmel, "Computing the generalized singular value decomposition," SIAM J. Scientific Computing, vol. 14, no. 6, pp. 1464-1486, Nov. 1993.
• V. Pan and J. Demmel, "A new algorithm for the symmetric tridiagonal eigenvalue problem," J. of Complexity, vol. 9, no. 3, pp. 387-405, Sep. 1993.
• J. Demmel and B. Kagstrom, "The generalized Schur decomposition of an arbitrary pencil A - lambdaB: Robust software with error bounds and applications. Part II: Software and applications," ACM Trans. Mathematical Software, vol. 19, no. 2, pp. 175-201, June 1993.
• J. Demmel and B. Kagstrom, "The generalized Schur decomposition of an arbitrary pencil A - lambdaB: Robust software with error bounds and applications. Part I: Theory and algorithms," ACM Trans. Mathematical Software, vol. 19, no. 2, pp. 160-174, June 1993.
• Z. Bai, J. Demmel, and A. McKenney, "On computing condition numbers for the nonsymmetric eigenproblem," ACM Trans. Mathematical Software, vol. 19, no. 2, pp. 202-223, June 1993.
• J. Demmel and K. Veselic, "Jacobi's method is more accurate than QR," SIAM J. Matrix Analysis and Applications, vol. 13, no. 4, pp. 1204-1245, Oct. 1992.
• J. Demmel and N. J. Higham, "Stability of block algorithms with fast level-3 BLAS," ACM Trans. Mathematical Software, vol. 18, no. 3, pp. 274-291, Sep. 1992.
• J. Demmel, "LAPACK: A portable linear algebra library for high-performance computers," Concurrency: Practice and Experience, vol. 3, no. 6, pp. 655-666, Dec. 1991.
• J. Dongarra and J. Demmel, "LAPACK: A portable high-performance numerical library for linear algebra," Supercomputer, vol. 8, no. 6, pp. 33-38, Nov. 1991.
• J. Demmel and W. M. Kahan, "Accurate singular values of bidiagonal matrices," SIAM Journal on Scientific and Statistical Computing, vol. 11, no. 5, pp. 873-912, Sep. 1990.
• K. Perlin, J. Demmel, and P. K. Wright, "Simulation software for the Utah/MIT dextrous hand," Robotics and Computer-Integrated Manufacturing, vol. 5, no. 4, pp. 281-292, 1989.
• Z. Bai and J. Demmel, "On a block implementation of Hessenberg multishift QR iteration," Intl. J. High Speed Computing, vol. 1, no. 1, pp. 97-112, May 1989.
• J. Demmel, G. Lafferriere, J. Schwartz, and M. Sharir, "Theoretical and experimental studies using a planar multifinger manipulator," Naval Research Reviews, vol. 40, no. 3, pp. 14-23, 1988.
• J. Demmel, "The probability that a numerical analysis problem is difficult," Mathematics of Computation, vol. 50, no. 182, pp. 449-480, April 1988.
• J. Demmel, "Three methods for refining estimates of invariant subspaces," Computing, vol. 38, no. 1, pp. 43-57, Dec. 1987.
• J. Demmel, "The geometry of III-conditioning," J. of Complexity, vol. 3, no. 2, pp. 201-229, June 1987.
• J. Demmel, "On condition numbers and the distance to the nearest ill-posed problem," Numerische Mathematik, vol. 51, no. 3, pp. 251-289, May 1987.
• J. Demmel, "A counterexample for two conjectures about stability," IEEE Trans. Automatic Control, vol. AC-32, no. 4, pp. 340-342, April 1987.
• J. Demmel and B. Kagstrom, "Computing stable eigendecompositions of matrix pencils," Linear Algebra and Its Applications, vol. 88-89, pp. 139-186, April 1987.
• J. Demmel, "The smallest perturbation of a submatrix which lowers the rank and constrained total least squares problems," SIAM J. Numerical Analysis, vol. 24, no. 1, pp. 199-206, Feb. 1987.
• J. Demmel and F. Kruckeberg, "An interval algorithm for solving systems of linear equations to prespecified accuracy," Computing, vol. 34, no. 2, pp. 117-129, June 1985.
• J. Demmel, "Underflow and the reliability of numerical software," SIAM J. Scientific Computing, vol. 5, no. 4, pp. 887-919, Dec. 1984.

Articles in conference proceedings

• S. Kim, S. Pakzad, D. E. Culler, J. Demmel, G. Fenves, S. Glaser, and M. Turon, "Health monitoring of civil infrastructures using wireless sensor networks," in Proc. 6th Intl. Symp. on Information Processing in Sensor Networks (IPSN 2007), New York, NY: The Association for Computing Machinery, Inc., 2007, pp. 254-263.
• H. Gahvari, M. Hoemmen, J. Demmel, and K. A. Yelick, "Benchmarking sparse matrix-vector multiply in five minutes," in Proc. 2007 SPEC Benchmark Workshop, Warrenton, VA: Standard Performance Evaluation Corporation, 2007, pp. 11 pg.
• S. Kim, S. Pakzad, D. E. Culler, J. Demmel, G. Fenves, S. Glaser, and M. Turon, "Wireless sensor networks for structural health monitoring," in Proc. 4th Intl. Conf. on Embedded Networks Sensor Systems (SynSys '06), New York, NY: The Association for Computing Machinery, Inc., 2006, pp. 427-428.
• J. Demmel, I. Dumitriu, and O. Holtz, "Toward accurate polynomial evaluation in rounded arithmetic (Short report)," in Algebraic and Numerical Algorithms and Computer-Assisted Proofs, B. Buchberger, S. Oishi, M. Plum, and S. M. Rump, Eds., Dagsthul Seminar Proceedings, Dagstuhl, Germany: IBFI, 2006, pp. 1-15.
• T. Koyama, D. S. Bindel, W. He, E. P. Quevy, S. Govindjee, J. Demmel, and R. T. Howe, "Simulation tools for damping in high frequency resonators," in Proc. 4th IEEE Conf. on Sensors (SENSORS 2005), Piscataway, NJ: IEEE Press, 2005, pp. 349-352.
• S. N. Pakzad, S. Kim, G. L. Fenves, S. D. Glaser, D. E. Culler, and J. Demmel, "Multi-purpose wireless accelerometers for civil infrastructure monitoring," in Structural Health Monitoring 2005: Proc. 5th Intl. Workshop (IWSHM 2005), F. K. Chang, Ed., Lancaster, PA: DEStech Publications, Inc., 2005, pp. 125-132.
• E. Mizutani, S. E. Dreyfus, and J. Demmel, "Second-order backpropagation algorithms for a stagewise-partitioned separable Hessian matrix," in Proc. 2005 IEEE Intl. Joint Conf. on Neural Networks (IJCNN '05), Vol. 2, Piscataway, NJ: IEEE Press, 2005, pp. 1027-1032.
• H. Choo, D. Garmire, J. Demmel, and R. S. Muller, "A simple process to fabricate self-aligned, high-performance torsional microscanners; demonstrated use in a two-dimensional scanner," in IEEE/LEOS Optical MEMs 2005: Intl. Conf. on Optical MEMs and Their Applications, Piscataway, NJ: IEEE Press, 2005, pp. 21-22.
• D. Garmire, R. S. Muller, and J. Demmel, "Vision-based teleoperation of a Stroboscopic Microscopic Interferometric System for remote dynamic MEMS testing," in IEEE/LEOS Optical MEMs 2005: Intl. Conf. on Optical MEMs and Their Applications, Piscataway, NJ: IEEE Press, 2005, pp. 163-164.
• D. S. Bindel, E. Quevy, T. Koyama, S. Govindjee, J. Demmel, and R. T. Howe, "Anchor loss simulation in resonators," in 18th IEEE Intl. Conf. on Micro Electro Mechanical Systems Technical Digest (MEMS 2005), Piscataway, NJ: IEEE Press, 2005, pp. 133-136.
• B. C. Lee, R. W. Vuduc, J. Demmel, and K. A. Yelick, "Best Paper Prize: Performance models for evaluation and automatic tuning of symmetric sparse matrix-vector multiply," in Proc. 2004 Intl. Conf. on Parallel Processing (ICPP 2004), R. Eigenmann, Ed., Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2004, pp. 169-176.
• E. Mizutani and J. Demmel, "Iterative scaled trust-region learning in Krylov subspaces via Pearlmutter's implicit sparse Hessian-vector multiply," in Advances in Neural Information Processing Systems 16: Proc. 2003 Annual Conf. on Neural Information Processing Systems (NIPS 2003), S. Thrun, L. K. Saul, and B. Scholkopf, Eds., Cambridge, MA: MIT Press, 2004, pp. 209-216.
• R. Vuduc, J. Demmel, K. A. Yelick, S. Kamil, R. Nishtala, and B. Lee, "Performance optimizations and bounds for sparse matrix-vector multiply," in Proc. ACM/IEEE 2002 Conf. on Supercomputing (SC '02), Los Alamitos,CA: IEEE Computer Society, 2002, pp. 35 pg.
• J. Demmel, "The complexity of accurate floating point computation," in Proc. Intl. Congress of Mathematicians, T. Li, Ed., Vol. 3, Beijing, China: The Higher Education Press of China, 2002, pp. 697-706.
• J. V. Clark, D. Bindel, W. Kao, E. Zhu, A. Kuo, N. Zhou, J. Nie, J. Demmel, Z. Bai, S. Govindjee, K. Pister, M. Gu, and A. Agogino, "Addressing the needs of complex MEMS design," in Proc. 15th IEEE Intl. Conf. on Micro Electro Mechanical Systems, Piscataway, NJ: IEEE Press, 2002, pp. 204-209.
• X. S. Li and J. Demmel, "Making sparse Gaussian elimination scalable by static pivoting," in Proc. of the 1998 ACM/IEEE Supercomputing Conf., Washington, D.C.: IEEE Computer Society, 1998, pp. 19 pp..
• E. Anderson, Z. Bai, J. Dongarra, A. Greenbaum, A. McKenney, J. Du Croz, S. Hammarling, J. Demmel, C. H. Bischof, and D. C. Sorensen, "LAPACK: A portable linear algebra library for high-performance supercomputers," in Proc. Supercomputing '90, Los Alamitos, CA: IEEE Computer Society, 1990, pp. 2-11.
• J. Demmel, "On structured singular values," in Proc. 27th IEEE Conf. on Decision and Control, Vol. 3, Piscataway, NJ: IEEE Press, 1988, pp. 2138-2143.

Technical Documentation

• J. Demmel, J. R. Gilbert, and X. S. Li, "SuperLU Users' Guide," 2003.
• E. Anderson, Z. Bai, C. Bischof, S. Blackford, J. Demmel, J. Dongarra, J. Du Croz, A. Greenbaum, S. Hammarling, A. McKenney, and D. Sorensen, "LAPACK Users' Guide (3rd. ed., 407 pp., ISBN:0-89871-447-8)," 1999.
• L. S. Blackford, J. Choi, A. Cleary, E. D'Azevedo, J. Demmel, I. Dhillon, J. Dongarra, S. Hammarling, G. Henry, A. Petitet, K. Stanley, D. Walker, and R. C. Whaley, "ScaLAPACK Users' Guide (325 pp., ISBN 0-89871-397-8)," 1997.

Technical Reports

• J. Demmel, M. F. Hoemmen, Y. Hida, and J. Riedy, "Non-Negative Diagonals and High Performance on Low-Profile Matrices from Householder QR," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2008-76, May 2008.
• J. Demmel, L. Grigori, M. F. Hoemmen, and J. Langou, "Communication-avoiding parallel and sequential QR factorizations," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2008-74, May 2008.
• V. Volkov and J. Demmel, "LU, QR and Cholesky Factorizations using Vector Capabilities of GPUs," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2008-49, May 2008.
• K. Asanovic, R. Bodik, J. Demmel, T. Keaveny, K. Keutzer, J. D. Kubiatowicz, E. A. Lee, N. Morgan, G. Necula, D. A. Patterson, K. Sen, J. Wawrzynek, D. Wessel, and K. A. Yelick, "The Parallel Computing Laboratory at U.C. Berkeley: A Research Agenda Based on the Berkeley View," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2008-23, March 2008.
• V. Volkov and J. Demmel, "Using GPUs to Accelerate the Bisection Algorithm for Finding Eigenvalues of Symmetric Tridiagonal Matrices," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2007-179, Dec. 2007.
• J. Demmel, M. F. Hoemmen, M. Mohiyuddin, and K. A. Yelick, "Avoiding Communication in Computing Krylov Subspaces," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2007-123, Oct. 2007.
• J. Demmel, Y. Hida, X. Li, and E. J. Riedy, "Extra-precise Iterative Refinement for Overdetermined Least Squares Problems," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2007-77, May 2007.
• S. Kim, S. Pakzad, D. E. Culler, J. Demmel, G. Fenves, S. Glaser, and M. Turon, "Health Monitoring of Civil Infrastructures Using Wireless Sensor Networks," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2006-121, Oct. 2006.
• D. S. Bindel, J. Demmel, and M. Friedman, "Continuation of Invariant Subspaces for Large Bifurcation Problems," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2006-13, Feb. 2006.
• J. W. Demmel, Y. Hida, W. Kahan, X. S. Li, S. Mukherjee, and E. J. Riedy, "Error Bounds from Extra Precise Iterative Refinement," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-04-1344, March 2005.
• R. Nishtala, R. W. Vuduc, J. W. Demmel, and K. A. Yelick, "Performance Modeling and Analysis of Cache Blocking in Sparse Matrix Vector Multiply," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-04-1335, 2004.
• B. C. Lee, R. W. Vuduc, J. W. Demmel, K. A. Yelick, M. de Lorimier, and L. Zhong, "Performance Optimizations and Bounds for Sparse Symmetric Matrix-Multiple Vector Multiply," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-03-1297, 2003.
• R. Vuduc, A. Gyulassy, J. Demmel, and K. A. Yelick, "Memory Hierarchy Optimizations and Performance Bounds for Sparse A^T Ax," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-03-1232, Feb. 2003.
• J. Demmel and Y. Hida, "Accurate Floating Point Summation," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-02-1180, May 2002.
• D. Bindel, J. Demmel, W. M. Kahan, and O. Marques, "On Computing Givens Rotations Reliably and Efficiently," University of Tennessee, Knoxville, Computer Science Department, Tech. Rep. UTK/CS-00-449, Oct. 2000.
• X. S. Li, J. Demmel, D. H. Bailey, G. Henry, Y. Hida, J. Iskandar, W. M. Kahan, S. Y. Karg, A. Kapur, M. C. Martin, B. J. Thompson, T. Tung, and D. J. Yoo, "Design, Implementation and Testing of Extended and Mixed Precision BLAS," Lawrence Berkeley National Laboratory, Tech. Rep. LBNL-00-45991, June 2000.
• J. W. Demmel, J. Gilbert, and X. S. Li, "SuperLU Users' Guide," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-944, May 1997.
• J. W. Demmel, J. R. Gilbert, and X. S. Li, "An Asynchronous Parallel Supernodal Algorithm for Sparse Gaussian Elimination," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-943, Feb. 1997.
• J. Demmel, M. Gu, S. Eisenstat, I. Slapnicar, K. Veselic, and Z. Drmac, "Computing the Singular Value Decomposition with High Relative Accuracy," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-934, Feb. 1997.
• S. L. Smith, M. Y. Ivory, and J. Demmel, "Modeling and Identifying Bottlenecks in the EOSDIS Architecture," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-957, Sep. 1996.
• J. W. Demmel, S. C. Eisenstat, J. R. Gilbert, X. S. Li, and J. W. Liu, "A Supernodal Approach to Sparse Partial Pivoting," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-95-883, July 1995.
• J. W. Demmel, I. Dhillon, and H. Ren, "On the Correctness of Parallel Bisection in Floating Point," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-94-805, March 1994.
• Z. Bai, J. W. Demmel, and M. Gu, "Inverse Free Parallel Spectral Divide and Conquer Algorithms for Nonsymmetric Eigenproblems," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-94-793, Feb. 1994.
• J. W. Demmel and X. Li, "Faster Numerical Algorithms via Exception Handling," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-93-728, Feb. 1993.
• Z. Bai and J. W. Demmel, "Design of a Parallel Nonsymmetric Eigenroutine Toolbox, Part I," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-718, Feb. 1993.
• Z. Bai and J. W. Demmel, "Computing the Generalized Singular Value Decomposition," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-720, Dec. 1992.
• J. W. Demmel, M. T. Heath, and H. A. van der Vorst, "Parallel Numerical Linear Algebra," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-703, Oct. 1992.
• J. W. Demmel, "Trading Off Parallelism and Numerical Stability," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-702, Sep. 1992.
• J. W. Demmel and A. Edelman, "The Dimension of Matrices (Matrix Pencils) with Given Jordan (Kronecker) Canonical Forms," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-706, Sep. 1992.
• D. Manocha and J. W. Demmel, "Algorithms for Intersecting Parametric and Algebraic Curves," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-698, Aug. 1992.
• J. Demmel and Z. Bai, "LAPACK Working Note 38: On a Direct Algorithm for Computing Invariant Subspaces with Specified Eigenvalues," University of Tennessee, Knoxville, Computer Science Department, Tech. Rep. UT-CS-91-139, Aug. 1991.
• J. Demmel, J. Dongarra, and W. M. Kahan, "LAPACK Working Note 39: On Designing Portable High Performance Numerical Libraries," University of Tennessee, Knoxville, Department of Computer Science, Tech. Rep. UTK/CS-91-141, Aug. 1991.
• Z. Bai and J. W. Demmel, "Computing the Generalized Singular Value Decomposition," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-91-645, Aug. 1991.
• E. Anderson, C. Bischof, J. Demmel, J. Dongarra, J. DuCroz, S. Hammarling, and W. M. Kahan, "LAPACK Working Note 26: Prospectus for an Extension to LAPACK: A Portable Linear Algebra Library for High-Performance Computers," University of Tennessee, Knoxville, Department of Computer Science, Tech. Rep. UTK/CS-90-118, Nov. 1990.
• J. W. Demmel and N. J. Higham, "Improved Error Bounds for Underdetermined System Solvers," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-90-587, Aug. 1990.
• J. W. Demmel and N. J. Higham, "Stability of Block Algorithms with Fast Level 3 BLAS," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-90-584, July 1990.
• J. Demmel and W. M. Kahan, "LAPACK Working Note 3: Computing Small singular Values of Bidiagonal Matrices with Guaranteed High Relative Accuracy," Argonne National Laboratory, Argonne, IL, Tech. Rep. ANL/MCS-TM-110, Feb. 1988.
• J. W. Demmel, "Effects of Underflow on Solving Linear Systems," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-83-128, Aug. 1983.
• J. W. Demmel, "The Condition Number of Similarities that Diagonalize Matrices," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-83-127, July 1983.
• J. W. Demmel and F. Kruckeberg, "An Interval Algorithm for Solving Systems of Linear Equations to Prespecified Accuracy," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-83-126, July 1983.

Software

• E. Anderson, Z. Bai, C. Bischof, J. Demmel, J. Dongarra, J. Du Croz, A. Greenbaum, S. Hammarling, J. Langou, J. Langou, A. McKenney, S. Ostrouchov, and S. Sorenson, "LAPACK, Linear Algebra PACKage," 2006.
• K. A. Yelick and J. Demmel, "OSKI -- Optimized Sparse Kernel Interface," 2006.
• S. Li, J. Demmel, and J. Gilbert, "SuperLU -- High Performance Sparse Gaussian Elimination," 2006.
• A. Agogino, D. Bindel, J. Clark, J. Demmel, S. Govindjee, M. Gu, Z. Bai, K. Pister, C. H. Séquin, N. Zhou, and J. Nie, "SUGAR -- Simulation tool for micro-electro-mechanical systems (MEMS)," 2002.
• J. Choi, I. Dhillon, J. Demmel, J. Dongarra, A. Petitet, S. Ostrouchov, K. Stanley, D. Walker, and C. Whaley, "ScaLAPACK, Scalable Linear Algebra Package," 1997.

Patents

• H. Choo, D. Garmire, R. S. Muller, and J. Demmel, "CMOS-compatible high-performance microscanners, including structures, high-yield simplified fabrication methods, and applications," U.S. Patent Application. Feb. 2007.
• H. Choo, D. Garmire, R. S. Muller, and J. Demmel, "CMOS-compatible high-performance microscanners, including structures, high-yield simplified fabrication methods and applications," U.S. Patent Application. July 2006.

Talks or presentations

• J. Demmel, W. M. Kahan, and B. N. Parlett, "Forsythe, Golub, and the Future of Matrix Computations," presented at Matrix Computations & Scientific Computing Seminar, 380 Soda Hall, March 2007.