Nail Gumerov
Senior Research Scientist
4228 Iribe Center
(301) 405-8210
Education:
Ph.D. Lomonosov Moscow State University (Fluid Mechanics) and Sc.D. Tyumen State University (Physics and Mathematics)
Biography:
Nail Gumerov was a senior research scientist in UMIACS for almost 20 years. He died in January 2022.
His research interests were broad and include scientific computing and algorithms related to applied mathematics, fluid mechanics, acoustics, electromagnetism, plasma physics, nanoscience, and more. Gumerov was particularly interested in fast multipole methods (FMM) and their applications, for which he developed a course taught for several years to students studying computer science, mathematics, mechanical and electrical engineering. His research interests also included programming of graphics processors, use of heterogeneous architectures, and scalable algorithms for supercomputing.
Gumerov has written more than 160 research publications, including a large monograph on the FMM (co-authored with UMIACS faculty member Ramani Duraiswami and published by Elsevier, Oxford, UK, 2005), and more than 40 papers in scientific archival journals on applied mathematics, fluid mechanics, computational physics, numerical methods, and algorithms.
He served as an associate editor for the Journal of the Acoustical Society of America. Gumerov has also collaborated with the Bashkir State University in Russia (the Center for Micro- and Nanoscale Dynamics of Dispersed Systems) as a scientific advisor and professor-consultant.
Gumerov has authored and co-authored several efficient algorithm implementations, software, and inventions, and as a co-author he was a finalist for the university's Invention of the Year awards in information technology in 2002 and 2005, and winner of the award in 2008.
He received his doctorate from the Lomonosov Moscow State University in fluid mechanics in 1987. He also received his Sc.D. degree in physics and mathematics from Tyumen State University in 1992, which is the highest scientific degree in the former USSR and Russia. Gumerov has resided and worked in the U.S. since 1993.
Go here to view Gumerov's academic publications on Google Scholar.
Publications
2012
2011
2011. Scalable fast multipole methods on distributed heterogeneous architectures. High Performance Computing, Networking, Storage and Analysis (SC), 2011 International Conference for. :1-12.
2011. A Hierarchical Algorithm for Fast Debye Summation with Applications to Small Angle Scattering. Technical Reports from UMIACS.
2011. Toward improved aeromechanics simulations using recent advancements in scientific computing. Proceedings 67th Annual Forum of the American Helicopter Society. :3-5.
2010
2010. Plane-Wave Decomposition of Acoustical Scenes Via Spherical and Cylindrical Microphone Arrays. IEEE Transactions on Audio, Speech, and Language Processing. 18(1):2-16.
2010. Method for measurement of head related transfer functions. 10/702,465(7720229)
2010. Loudspeaker and Microphone Array Signal Processing-Plane-Wave Decomposition of Acoustical Scenes Via Spherical and Cylindrical Microphone Arrays. IEEE transactions on audio, speech, and language processing. 20(1):2-2.
2010. Fast matrix-vector product based fgmres for kernel machines. Copper Mountain Conference on Iterative Methods. 2
2010. Audio visual scene analysis using spherical arrays and cameras.. The Journal of the Acoustical Society of America. 127(3):1979-1979.
2010. Computation of the head-related transfer function via the fast multipole accelerated boundary element method and its spherical harmonic representation. The Journal of the Acoustical Society of America. 127(1):370-386.
2010. Characterizing scattering coefficients numerically via the fast multipole accelerated boundary element method.. The Journal of the Acoustical Society of America. 127(3):1751-1751.
2010. Fast radial basis function interpolation via preconditioned Krylov iteration. SIAM Journal on Scientific Computing. 29(5):1876-1876.
2009
2009. Computation of the head-related transfer function via the boundary element method and representation via the spherical harmonic spectrum. Technical Reports from UMIACS UMIACS-TR-2009-06.
2009. Imaging room acoustics with the audio camera.. The Journal of the Acoustical Society of America. 125(4):2544-2544.
2009. Wideband fast multipole accelerated boundary element methods for the three-dimensional Helmholtz equation.. The Journal of the Acoustical Society of America. 125(4):2566-2566.
2009. A broadband fast multipole accelerated boundary element method for the three dimensional Helmholtz equation. The Journal of the Acoustical Society of America. 125(1):191-205.
2009. Regularized HRTF fitting using spherical harmonics. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009. WASPAA '09. :257-260.
2009. Computation of singular and hypersingular boundary integrals by Green identity and application to boundary value problems. Engineering Analysis with Boundary Elements. 33(8–9):1124-1131.
2008
2008. Fast multipole methods on graphics processors. Journal of Computational Physics. 227(18):8290-8313.
2008. Spherical Arrays Near Boundaries. Hands-Free Speech Communication and Microphone Arrays, 2008. HSCMA 2008. :1-1.
2008. Fast Multipole Accelerated Boundary Element Methods for the 3D Helmholtz Equation. Technical Reports from UMIACS UMIACS-TR-2008-03.
2008. Fast multipole accelerated boundary element method (FMBEM) for solution of 3D scattering problems. The Journal of the Acoustical Society of America. 123(5):3419-3419.
2008. Sound field decomposition using spherical microphone arrays. IEEE International Conference on Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. :277-280.
2007
2007. Efficient Conversion of X.Y Surround Sound Content to Binaural Head-Tracked Form for HRTF-Enabled Playback. IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. 1:I-21-I-24-I-21-I-24.
2007. Fast Multipole Accelerated Boundary Elements for Numerical Computation of the Head Related Transfer Function. IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. 1:I-165-I-168-I-165-I-168.
2007. Real Time Capture of Audio Images and their Use with Video. Applications of Signal Processing to Audio and Acoustics, 2007 IEEE Workshop on. :10-13.
2007. A scalar potential formulation and translation theory for the time-harmonic Maxwell equations. Journal of Computational Physics. 225(1):206-236.
2007. Numerical Analysis of Plasmon Resonances in Nanoparticles Based on Fast Multipole Method. Magnetics, IEEE Transactions on. 43(4):1465-1468.
2007. Fast Evaluation of the Room Transfer Function Using Multipole Expansion. Audio, Speech, and Language Processing, IEEE Transactions on. 15(2):565-576.
2007. Fast computation of sums of Gaussians. Journal of Machine Learning Research (submitted). 4
2007. High frequency acoustic simulations via FMM accelerated BEM. 19th Internal congress on acoustics. 159
2006
2006. Fast multipole method for the biharmonic equation in three dimensions. Journal of Computational Physics. 215(1):363-383.
2006. Fast head-related transfer function measurement via reciprocity. The Journal of the Acoustical Society of America. 120(4):2202-2215.
2006. Numerical Analysis of Plasmon Resonances Based on Fast Multipole Method. Electromagnetic Field Computation, 2006 12th Biennial IEEE Conference on. :459-459.
2006. Head-related transfer functions via the fast multipole accelerated boundary element method. The Journal of the Acoustical Society of America. 120(5):3342-3343.
2006. Efficient computation of 3-D acoustical scattering from multiple arbitrarily shaped objects using the boundary element method/fast multipole method (BEM/FMM). The Journal of the Acoustical Society of America. 120(5):3282-3282.
2006. FMM accelerated BEM for 3D Laplace & Helmholtz equations. Proceedings Int. Conf. on Boundary Element Techniques.
2006. Frequency Independent Flexible Spherical Beamforming Via Rbf Fitting. 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 5:V-V-V-V.
2006. 3D structure recovery and unwarping of surfaces applicable to planes. International journal of computer vision. 66(3):261-281.
2005
2005. High Order Spatial Audio Capture and Its Binaural Head-Tracked Playback Over Headphones with HRTF Cues. Audio Engineering Society Convention 119.
2005. Fast Multipole Method for the Biharmonic Equation. UMIACS-TR-2005-29
2005. Comparison of the Efficiency of Translation Operators Used in the Fast Multipole Method for the 3D Laplace Equation. Technical Reports from UMIACS UMIACS-TR–2005-09.
2005. Fast Computation of Sums of Gaussians in High Dimensions. Technical Reports from UMIACS UMIACS-TR-2005-69.
2005. Computation of scattering from clusters of spheres using the fast multipole method. The Journal of the Acoustical Society of America. 117(4):1744-1761.
2005. Plane-wave decomposition analysis for spherical microphone arrays. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005. :150-153.
2005. High Order Spatial Audio Capture and Binaural Head-Tracked Playback over Headphones with HRTF Cues. Proceedings 119th convention of AES.
2005. High Order Spatial Audio Capture and Its Binaural Head-Tracked Playback Over Headphones with HRTF Cues. Audio Engineering Society Convention 119.
2005. Computation of scattering from clusters of spheres using the fast multipole method. The Journal of the Acoustical Society of America. 117:1744-1744.
2004
2004. Multi-level fast multipole method for thin plate spline evaluation. Image Processing, 2004. ICIP '04. 2004 International Conference on. 3:1683-1686Vol.3-1683-1686Vol.3.
2004. Structure of applicable surfaces from single views. Computer Vision-ECCV 2004. :482-496.
2004. FAST ALGORITHMS TO COMPUTE MATRIX-VECTOR PRODUCTS FOR PASCAL MATRICES. Technical Reports from UMIACS UMIACS-TR-2004-08.
2004. Capture and recreation of higher order 3d sound fields via reciprocity. International Conference on Audio Display.
2004. Efficient computation of acoustical scattering from N spheres via the fast multipole method accelerated flexible generalized minimal residual method. The Journal of the Acoustical Society of America. 116(4):2528-2528.
2004. INTERPOLATION AND RANGE EXTRAPOLATION OF HEAD RELATED TRANSFER FUNCTIONS. IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS SPEECH AND SIGNAL PROCESSING. 4
2004. TM Electromagnetic Scattering from 2D Multilayered Dielectric Bodies-Numerical Solution. Applied Computational Electromagnetics Society journal. (2):100-107.
2003
2003. Two methods for solving a 3D acoustic inverse scattering problem. The Journal of the Acoustical Society of America. 113(4):2191-2191.
2003. Analysis of particular phononic structures using single integral equations. The Journal of the Acoustical Society of America. 113(4):2284-2284.
2003. Acoustical scattering from N spheres using a multilevel fast multipole method. The Journal of the Acoustical Society of America. 113(4):2334-2334.
2003. Improved fast gauss transform and efficient kernel density estimation. Computer Vision, 2003. Proceedings. Ninth IEEE International Conference on. :664-671vol.1-664-671vol.1.
2003. Data Structures, Optimal Choice of Parameters, and Complexity Results for Generalized Multilevel Fast Multipole Methods in $d$ Dimensions. Technical Reports from UMIACS UMIACS-TR-2003-28.
2002
2002. Numerical study of the influence of the torso on the HRTF. Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on. 2:II–II-II–II.
2002. Approximating the head-related transfer function using simple geometric models of the head and torso. The Journal of the Acoustical Society of America. 112:2053-2053.
2002. Multiple scattering from N spheres. Antennas and Propagation Society International Symposium, 2002. IEEE. 2:90-93.
2002. Computation of scattering from N spheres using multipole reexpansion. The Journal of the Acoustical Society of America. 112:2688-2688.
2001
2001. Efficient evaluation of reverberant sound fields. Applications of Signal Processing to Audio and Acoustics, 2001 IEEE Workshop on the. :203-206.
2001. Modeling the effect of a nearby boundary on the HRTF. 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 5:3337-3340vol.5-3337-3340vol.5.