Publications
Thesis and habilitation
- Contribution to the increase of accuracy and validation of
numerical algorithms
Habilitation thesis, Université Pierre et Marie Curie, December 2013 --- Slides
- Fiabilité des algorithmes numériques : pseudosolutions structurées et précision
PhD thesis, Université de Perpignan, November 2005 --- Slides
Book chapters, chapters for encyclopedia
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(with Jean-Marie Chesneaux and Fabienne Jézéquel) Rounding Errors
Encyclopedia of Computer Science and Engineering, volume 4, Wiley, 2009, p.2480-2494
Articles in journals
- (with Thomas R. Cameron) Accurate Horner Methods in Real and Complex Floating-Point Arithmetic
BIT Numerical Mathematics 64, (2024), no. 2, paper no. 17
- (with Roman Iakymchuk and José I. Aliaga) General framework for re-assuring numerical reliability in parallel Krylov solvers: A case of BiCGStab methods
The International Journal of High Performance Computing Applications, Vol. 38(1), 2024, p.17–33
- (with Fabienne Jézéquel, Théo Mary and Roméo Molina) Adaptive precision sparse matrix-vector product and its application to Krylov solvers
SIAM Journal on Scientific Computing, 46 (2024), no. 1, C30-C56
- (avec Jérémy Berthomieu, Dimitri Lesnoff and Theo Mary) Modular matrix multiplication on GPU for polynomial system solving
ACM Communications in Computer Algebra, Vol. 57, No. 2, Issue 224, p.35–38, June 2023
- (with Chuanying Li, Zhe Quan, Tong-Xiang Gu, Hao Jiang and Kenli Li) XHYPRE: a reliable parallel numerical algorithm library for solving large-scale sparse linear equations
CCF Transactions on High Performance Computing, 5 (2023), 191–-209
- (avec Kuan Li, Kang He, Lin Chen, Hao Jiang, Tong-Xiang Gu et Jie Liu) Multi-level Parallel Multi-layer Block Reproducible Summation Algorithm
Parallel Computing, 115 (2023), 102996
- (with Thomas R. Cameron)
On a compensated Ehrlich-Aberth method for the accurate computation of all polynomial roots
Electron. Trans. Numer. Anal. 55 (2022), 401--423
- (with Xiaojun Lei, Tong-Xiang, Hao Jiang and Jin Qi) A Fast Parallel High-Precision Summation Algorithm Based on AccSumK
J. Comput. Appl. Math. 406 (2022), 113827
- (with R. Iakymchuk, M. Barreda, J. Aliaga, E. Quintana-Orti) Reproducibility of Parallel Preconditioned Conjugate Gradient in Hybrid Programming Environments
International Journal of High Performance Computing Applications, 34 (2020), no. 5, 502-518
- (with Fabienne Jézéquel) Tight interval inclusions with compensated algorithms
IEEE Transactions on Computers 69 (2020), no. 12, 1774--1783
- (with Fabienne Jézéquel, Romain Picot,
François Févotte, and Bruno Lathuilière)
Auto-tuning for floating-point precision with Discrete
Stochastic Arithmetic
Journal of Computational Science, 36 (2019), 101017 -- code
- (with Roman Iakymchuk, David Defour and Enrique Quintana-Orti)
Hierarchical approach for deriving a reproducible unblocked LU factorization
International Journal of High Performance Computing Applications, 33 (2019), no. 5, 791–803
- An accurate algorithm for evaluating rational functions
Applied Mathematics and Computation, 337 (2018), 494-503
- (with Fabienne Jézéquel and Romain Picot)
Numerical Validation of Compensated Algorithms with Stochastic Arithmetic
Applied Mathematics and Computation, 329 (2018), 339-363
- (with Sylvie Boldo and Jean-Michel
Muller) On the robustness of the 2Sum and Fast2Sum
algorithms
ACM Transactions on Mathematical Software, 44 (2017), no. 1, article 4
- (with Clothilde Jeangoudoux and Christoph Lauter)
MPDI : A Decimal Multiple-Precision Interval Arithmetic Library
Reliable Computing, 25 (2017), 38-52
- (with Lokmane Abbas-Turki) Resolution of a large number of small random symmetric linear systems in single precision arithmetic on GPUs
The Journal of Supercomputing, 73 (2017), no. 4, 1360-1386
- (with Pierre Fortin, and Mourad Gouicem) GPU-accelerated generation of correctly-rounded elementary functions
ACM Transactions on Mathematical Software, 43 (2016), no. 3, article 22
- (with Fabienne Jézéquel and Moustadrani Saïd Ibrahim)
Dynamical control of Newton's method for multiple roots of
polynomials
Reliable Computing, 21 (2016), 117-139
-
(with Hao Jiang, Roberto Barrio and Canqun Yang) Accurate, Validated and Fast Evaluation of Elementary Symmetric Functions and its application
Applied Mathematics and Computation, 273 (2016), 1160-1178
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(with Christoph Lauter, Peter Tang, Naoya Yamanaka, and Shin'ichi Oishi) Efficient calculations of faithfully rounded l2-norms of n-vectors
ACM Transactions on Mathematical Software, 41 (2015), no. 4, article 24
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(with Sylvain Collange, David Defour and Roman Iakymchuk) Numerical Reproducibility for the Parallel Reduction on Multi- and Many-Core Architectures
Parallel Computing, 49 (2015), 83--97
-
(with Vincent Lefèvre, and Jean-Michel Muller) On the maximum relative error when computing x^n in floating-point arithmetic
Numer. Algorithms, 70 (2015), no. 3, 653-667
-
(with Hao Jiang, Canbin Hu, Shengguo Lia, Xiangke Liao, Lizhi Cheng and Fang Su) Accurate evaluation of the k-th derivative of a polynomial
J. Comput. Appl. Math. 243 (2013), 28--47
-
(with Valérie Ménissier-Morain) Accurate summation, dot product and polynomial evaluation in complex floating point arithmetic
Information and Computation, 216 (2012), 57--71
-
(with Fabienne Jézéquel, Shiyue Wang and Yuxiang Zhu) Stochastic Arithmetic in Multiprecision
Math.Comput.Sci. 5 (2011), no. 4, 359--375
-
(with Siegfried M. Rump) Verified error bounds for multiple roots of systems of nonlinear equations
Numer. Algorithms, 54 (2010), no. 3, 359-377
-
(with Philippe Langlois and Nicolas Louvet) Algorithms for accurate, validated and fast polynomial evaluation
Japan J. Indust. Appl. Math., 26 (2009), no. 2-3, 191-214
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(with Jean-Luc Lamotte and Diep Nguyen Hong) Extended precision with a rounding mode toward zero environment.
Application on the Cell processor
Int. J. Reliability and Safety 3 (2009), no. 1/2/3, 153--173 (special issue on "Reliable Engineering Computing")
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Accurate Floating Point Product and Exponentiation
IEEE Transactions on Computers 58 (2009), no. 7, 994--1000
-
Accurate simple zeros of polynomials in floating point arithmetic
Comput. Math. Appl. 56 (2008), no. 4, 1114--1120
-
Some topological and geometric properties of pseudozero set
Appl. Math. E-Notes 8 (2008), 98--108
-
Pseudozero Set of Real Multivariate Polynomials
Math.comput.sci. 1 (2007), no. 2, 337--352
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(with Philippe Langlois)
Real and complex pseudozero sets for polynomials with applications
Theor. Inform. Appl. 41 (2007), no. 1, 45--56 (Special Issue: Real Numbers)
-
(with Françoise Tisseur)
Structured Condition Numbers and Backward Errors in Scalar Product Spaces
Electron. J. Linear Algebra 15 (2006), 159--177
-
A note on structured pseudospectra
J. Comput. Appl. Math. 191 (2006), no. 1, 68--76
-
A note on a nearest polynomial with a given root
SIGSAM Bull. 39 (2005), no. 2, 53--60
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Computation of pseudozero abscissa
An. Univ. Timişoara Ser. Mat.-Inform,
42 (2004), Special issue, 115--128
Articles in reefered conference proceedings
- (avec Fabienne Jézéquel, Theo Mary, Roméo Molina et Daichi Mukunoki) Reduced-Precision and Reduced-Exponent Formats for Accelerating Adaptive Precision Sparse Matrix-Vector Product
Proceedings of 30th International European Conference on Parallel and Distributed Computing (Euro-Par 2024), Madrid, Spain, August 26-30, 2024, LNCS 14803, p.17-30
- (with Quentin Ferro, Thibault Hilaire and Fabienne Jézéquel) Performance of precision auto-tuned neural networks
Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC 2023), Singapore, Decembre 18-21, 2023, p. 592-599
- (with Youness Ibrahimy, Clothilde Jeangoudoux and Christoph Lauter) A parallel compensated Horner scheme for SIMD architecture
Proceedings of the 30th IEEE Symposium on Computer Arithmetic, Portland, Oregon, USA, September 4-6, 2023, p. 131-138 -- Slides
- (with Xiaojun Lei, Tongxiang Gu, Xiaowen Xu, Jing Meng) Comparison of Reproducible Parallel Preconditioned BiCGSTAB Algorithm Based on ExBLAS and ReproBLAS
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia '23). ACM, New York, NY, USA, p.46–54
- (with Roman Iakymchuk and José Ignacio Aliaga)
General framework for deriving reproducible Krylov subspace algorithms: A BiCGStab case study
Proceeding of PPAM 2022, 14th International Conference On Parallel Processing And Applied Mathematics, LNCS 13826, p. 16–29, 2023
- (with Quentin Ferro, Thibault Hilaire, Fabienne Jézéquel et Basile Lewandowski) Neural Network Precision Tuning Using Stochastic Arithmetic
Proceeding of NSV2022, 15th International Workshop on Numerical Software Verification, Haifa, Israel, August 11, 2022, p. 164-186
- (with Fabienne Jézéquel, Enzo Queiros Martins and Maxime Spyropoulos) Computing multiple roots of polynomials in stochastic arithmetic with Newton method and approximate GCD
Proceedings of SYNASC 2021, 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, December 7-10, 2021, p. 45-51
- (with Fabienne Jézéquel, Daichi Mukunoki, Toshiyuki Imamura, and Roman Iakymchuk) Can we avoid rounding-error estimation in HPC codes and still get trustful results?
Software Verification. NSV 2020, VSTTE 2020. Lecture Notes in Computer Science, vol 12549, Springer, p.163-177
- (with Vincent Lefèvre and Jean-Michel Muller) Alternative Split Functions and Dekker's Product
Proceedings of the 27th IEEE Symposium on Computer Arithmetic, Portland, Oregon, USA, Jun 7-10, 2020, p.41-47
- (with Fabienne Jézéquel, Romain Picot,
François Févotte and Bruno Lathuilière)
Numerical validation in quadruple precision using stochastic arithmetic
Kalpa Publications in Computing, Volume 8, Minisymposium on Trusted Numerical Computations, Krakow, Poland, June 19-20, 2018, p.38-53
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(with Roman Iakymchuk, David Defour, Erwin Laure and Enrique Quintana-Orti)
Towards a Reproducible Solution of Linear Systems
Supercomputing Conference (SC 2017), Computational Reproducibility at Exascale Workshop, Denver, CO, USA, 2017
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(with Roman Iakymchuk, Enrique Quintana-Orti and Erwin Laure)
Towards Reproducible Blocked LU Factorization
IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), Orlando, FL, USA, 2017, p.1598-1607
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(with Roman Iakymchuk, David Defour and Enrique Quintana-Orti) Hierarchical
Approach for Deriving a Reproducible LU factorization on GPUs
Numerical Reproducibility at Exascale (NRE2016) workshop held as part of the
Supercomputing Conference (SC16), Salt Lake City, UT, USA, November 13-18, 2016
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(with Roman Iakymchuk, David Defour, and Sylvain Collange) Reproducible and Accurate Matrix Multiplication
Lecture Notes of Computer Science (LNCS 9553), proceedings of 16th
GAMM-IMACS International Symposium on Scientific Computing, Computer Arithmetic
and Validated Numerics, SCAN 2014, Wurzburg, Germany, September 21-26, 2014, p.126-137, 2016
- (with Roman Iakymchuk, Sylvain Collange
and David Defour) ExBLAS: Reproducible and Accurate BLAS
Library
Numerical Reproducibility at Exascale (NRE2015) workshop held as part of the Supercomputing Conference (SC15). Austin, TX, USA, November 15-20, 2015
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(with Fabienne Jézéquel and Romain Picot) Numerical validation
of compensated summation algorithms with stochastic arithmetic
Electronic Notes in Theoretical Computer Science 317 (2015),
55--69 (Proceedings of the 8th International Workshop on Numerical Software
Verification 2015 (NSV 2015), April 13, 2015)
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(with Roman Iakymchuk, David Defour and Sylvain Collange) Reproducible Triangular Solvers for High-Performance Computing
Proceedings of the 12th International Conference on
Information Technology : New Generations (ITNG 2015), Las Vegas, Nevada, USA,
April 13-15, 2015, p.353-358
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(with Hao Jiang and Roberto Barrio) Accurate and Fast Evaluation of Elementary Symmetric Functions
Proceedings of the 21st IEEE Symposium on Computer Arithmetic, Austin, TX, USA, April 7-10, 2013, p.183-190
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(with Pierre Fortin and Mourad Gouicem) Towards solving the Table Maker Dilemma on GPU
Proceedings of the 20th Euromicro International Conference
on Parallel, Distributed, and Network-Based Processing (PDP 2012), p.407-415
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(with Jérémy Jean) A parallel algorithm for dot product over word-size finite field using floating-point arithmetic
Proceedings of the 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 23-26, 2010, p.80-87
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(with Fabienne Jézéquel and Yuxiang Zhu) Stochastic arithmetic in multiprecision
NSV3, Third International Workshop on Numerical Software Verification, Edinburgh, UK, July 15th, 2010
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(with Philippe Trébuchet) A new algorithm for computing certified numerical approximations of the roots
of a zero-dimensional system
Proceedings of the 2009 International Symposium on Symbolic and Algebraic Computation, Seoul, Korea, July 28-31, 2009, p.167-173
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(with Jean-Luc Lamotte and Diep Nguyen Hong) Error-Free Transformation in rounding mode toward zero
Lecture Notes in Computer Science (LNCS), volume 5492/2009, Numerical Validation in Current Hardware Architectures, 2009, p.217-229
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(with Valérie Ménissier-Morain) Compensated Horner scheme in complex floating point arithmetic
Proceedings of the 8th Conference on Real Numbers and Computers, Santiago de Compostela, Spain, July 7-9, 2008, p.133-146
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(with Valérie Ménissier-Morain) Error-free transformations in real and complex floating point
arithmetic
Proceedings of the International Symposium on Nonlinear Theory and its Applications, Vancouver, Canada,
September 16-19, 2007, p.341-344
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(with Philippe Langlois) Pseudozero Set of Interval Polynomials
Proceedings of the 21st Annual ACM Symposium on Applied Computing, Dijon, France, April 23-27, 2006, p.1655-1659
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(with Philippe Langlois and Nicolas Louvet) Improving the compensated Horner scheme with a Fused Multiply and Add
Proceedings of the 21st Annual ACM Symposium on Applied Computing, Dijon, France, April 23-27, 2006, p.1323-1327
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Pseudozero set of multivariate polynomials
Proceedings of 10th Rhine Workshop on Computer Algebra (RWCA), Basel, Switzerland, March 16-17, 2006, p.131-141
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(with Philippe Langlois) A comparison of real and complex pseudozero sets for polynomials with
real coefficients
Proceedings of the Sixth Conference on Real Numbers and Computers, November 15-17, 2004, Schloss Dagstuhl, Germany, p.103-112
- Computation of pseudozero abscissa
Proceedings of the 6th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timişoara,
Romania, September 26 - 30, 2004, p.176-187
- (with Philippe Langlois)
Pseudozero set decides on polynomial stability
Proceedings of the Sixteenth International Symposium on Mathematical Theory of Networks and Systems, Leuven, Belgium, July 5-9, 2004
(CD-ROM,papers/537.pdf)
- (with Philippe Langlois)
Testing polynomial primality with pseudozeros
Proceedings of the Fifth Conference on Real Numbers and Computers, Lyon,
France, september 3-5, 2003, p.231-246
Articles in conference proceedings
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Accurate Floating Point Product
Proceedings of the Workshop on Reliable Engineering Computing, Savannah, Georgia, USA, February 20-22, 2008, p.351-361
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(with Nguyen Hong Diep and Jean-Luc Lamotte) Precise and effective scientific calculation on the Cell processor
Proceedings of the Workshop on Reliable Engineering Computing, Savannah, Georgia, USA, February 20-22, 2008, p.333-350
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(with Nicolas Louvet) Applications of fast and accurate summation in computational geometry
Proceedings of the Second International Worskhop on Reliable Engineering Computing, Georgia Institute of Technology, Savannah, Georgia, USA, February 22-24, 2006
- (with Philippe Langlois and Nicolas Louvet) Accurate
and validated polynomial evaluation in floating point arithmetic
In B. Buchberger, S. Oishi, M. Plum, and S.M. Rump, editors, Algebraic and Numeric Algorithms and Computer-assisted Proofs,
Dagstuhl Seminar 5391, September 2005
Communications in international conferences (summary)
- (with Quentin Ferro, Thibault Hilaire and Fabienne Jézéquel) Precision Auto-Tuning of High-Performance Neural Networks
European Conference on Numerical Mathematics and Advanced Applications (ENUMATH), minisymposium ’’Mixed Precision Computations in
Theory and Practice’’, Lisbon, Portugal, September 2023
- (with Quentin Ferro, Thibault Hilaire and Fabienne Jézéquel) Precision auto-tuning using stochastic arithmetic
10th International Congress on Industrial and Applied Mathematics (ICIAM), minisymposium ‘‘Exploring Arithmetic and Data Representation Beyond the Standard in HPC’’, Tokyo, Japan, August 2023
- (with Roméo Molina, Fabienne Jézéquel and Théo Mary) Adaptive Precision Sparse Iterative Solvers
SIAM Conference on Computational Science and Engineering (CSE23), Amsterdam, Netherlands, February 2023
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On a compensated Ehrlich-Aberth method for the accurate computation of all polynomial roots
International Workshop on Reliable Computing and Computer-Assisted Proofs (ReCAP 2022), March 13-18, 2022
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(with T. Imamura, D. Mukunoki, R. Iakymchuk, F. Jézéquel) Numerical Reproducibility based on Minimal-Precision Validation -- slides
Computational Reproducibility at Exascale Workshop (CRE2019), in conjunction with the International Conference on High Performance Computing, Networking, Storage and Analysis (SC19), Denver, USAs, November 17–22, 2019
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Compensated algorithms with stochastic arithmetic and interval arithmetic
ICIAM 2019, The International Congress on Industrial and Applied Mathematics, Valencia, Spain, July 15-19, 2019
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(with Roman Iakymchuk and Matthias Wiesenberger) Reproducibility and Performance of the Feltor Code on Parallel Architectures
2019 SIAM Conference on Computational Science and Engineering, Spokane Convention Center, Spokane, Washington, USA, February 25 - March 1, 2019
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(with Fabienne Jézéquel) Tight interval inclusions with compensated algorithms
Proceedings of the 18th International Symposium on Scientific Computing, Computer Arithmetic, and Verified Numerical Computation (SCAN 2018), Tokyo, Japan, September 10-14, 2018, p.86-87
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Accurate Interval Matrix Computations
PMAA18, 10th International Workshop on Parallel Matrix Algorithms and Applications, ETH Zurich, Zurich, Switzerland, June 27-29, 2018
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(with Roman Iakymchuk, Daichi Mukunoki and Takeshi Ogita) Reproducibility of sparse matrix-vector product and sparse solvers
PMAA18, 10th International Workshop on Parallel Matrix Algorithms and Applications, ETH Zurich, Zurich, Switzerland, June 27-29, 2018 -- Slides
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(with Daichi Mukunoki, Roman Iakymchuk and Takeshi Ogita) High-Performance Implementation of Reproducible and Accurate Matrix-Multiplication
PMAA18, 10th International Workshop on Parallel Matrix Algorithms and Applications, ETH Zurich, Zurich, Switzerland, June 27-29, 2018 -- Slides
- Parallel Accurate Algorithms for Polynomial and Rational Function Evaluation
SIAM Conference on Parallel Processing for Scientific Computing (PP18), Waseda University, Tokyo, Japan, March 7-10, 2018
- (with Fabienne Jézéquel) Interval computations with compensated algorithms
Dagstuhl Seminar 17481 "Reliable Computation and Complexity on the Reals", Dagstuhl, Germany, November 26 - December 1, 2017
- (with Youness Ibrahimy, Clothilde Jeangoudoux and Christoph Lauter)
A Parallel Compensated Horner Scheme
ACA 2017, 23rd Conference on Applications of Computer Algebra, Jerusalem, Israel, July 17-21, 2017, p.271
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Accurate computations with polynomials
The International Workshop on Numerical Verification and its Applications 2017,
Miyako-jima, Okinawa, Japan, March 15-18, 2017
-
A Parallel Compensated Horner Scheme
SIAM Conference on Computational Science and Engineering (CSE), Atlanta, Georgia,
USA, February 27-March 3, 2017
- (with Fabienne Jézéquel, Romain Picot,
François Févotte and Bruno Lathuilière) PROMISE:
floating-point precision tuning with stochastic arithmetic
Proceedings of the 17th
international symposium on Scientific Computing, Computer Arithmetic and
Validated Numerics (SCAN 2016), Uppsala (Sweden), September 26-29, 2016, p.97-98
- (with Clothilde Jeangoudoux and
Christoph Lauter) A Decimal Multiple-Precision Interval Arithmetic Library
Proceedings of the 17th
international symposium on Scientific Computing, Computer Arithmetic and
Validated Numerics (SCAN 2016), Uppsala (Sweden), September 26-29, 2016, p.63-64
- (with Roman Iakymchuk and David Defour)
Towards Fast, Accurate and Reproducible LU Factorization
Proceedings of the 17th
international symposium on Scientific Computing, Computer Arithmetic and
Validated Numerics (SCAN 2016), Uppsala (Sweden), September 26-29, 2016, p.59-60
- (with Lokmane Abbas-Turki)
Resolution of a large number of small random symmetric
linear systems in single precision arithmetic on GPUs
Book of abstracts of the International conference on Monte-Carlo techniques, 5-8 Jul 2016,
Paris, France, p.25
- (with Roman Iakymchuk, Toshiyuki
Imamura, Stefano Markidis, and Erwin Laure)
A case study of the reproducibility issues in EigenExa
Exascale Applications & Software Conference (EASC2016), Stockholm, Sweden, April 25-29, 2016
- (with Sylvain Collange, David Defour, and Roman Iakymchuk)
Reproducible and Accurate Algorithms for Numerical Linear
Algebra
SIAM Conference on Parallel Processing for Scientific Computing (PP16), Paris, France,
April 12-15, 2016
-
(with Sylvain Collange, David Defour, and Roman Iakymchuk)
Reproducible and Accurate Matrix Multiplication for High-Performance Computing
Proceedings of the 16th GAMM - IMACS International Symposium on
Scientific Computing, Computer Arithmetic, and Verified Numerical
Computation (SCAN), Wuerzburg, Germany, September 21-26,
2014, p.42-43
-
(with Christoph Lauter, Ping Tak Peter Tang, Naoya Yamanka, and Shin'ichi Oishi)
A method of calculating faithful rounding of l2-norm for n-vectors
Proceedings of the 16th GAMM - IMACS International Symposium on
Scientific Computing, Computer Arithmetic, and Verified Numerical
Computation (SCAN), Wuerzburg, Germany, September 21-26, 2014, p.60-61
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(with Sylvain Collange, David Defour and Roman Iakymchuk) A Reproducible Accurate Summation Algorithm for High-Performance Computing
SIAM EX14, SIAM Workshop on Exascale Applied Mathematics Challenges and Opportunities, The Palmer House, Chicago, Illinois, USA , July 6, 2014
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(with Pierre Fortin and Mourad Gouicem)
Solving the Table Maker's Dilemma by reducing divergence on GPU
Proceedings of the 15th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic, and Validated Numerics (SCAN), Novosibirsk, Russia, September 23-29, 2012, p.45-46
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Faithful roundings of sum with nonnegative entries (invited speaker)
JSIAM Meeting 2011, Doshisha University, Kyoto, Japan, September 14-16, 2011, p.349-350
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Verified error bounds for multiple roots of systems of nonlinear equations (invited speaker)
CRC 2011, International Workshop on Certified and Reliable Computation, Nan Ning, Guang Xi, China, July 17-20, 2011
-
(with Fabienne Jézéquel and Yuxiang Zhu) SAM: a multiprecision stochastic arithmetic
library
14th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic, and Validated Numerics (SCAN), Lyon, France, September 27-30, 2010 - Slides
-
Computation of dot products in finite fields with floating-point arithmetic
Computer-assisted proofs - tools, methods and applications, Dagstuhl Seminar, Germany, November 15-20, 2009
-
Accurate simple zeros of polynomials
Proceedings of the 13th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic and Verified
Numerical Computations SCAN'08, El Paso, Texas, USA, September 29 - October 3, 2008, p.52-53
-
(with Jean-Luc Lamotte, Siegfried M. Rump and Svetoslav Markov)
Interval arithmetic on the Cell processor
Proceedings of the 13th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic and Verified
Numerical Computations SCAN'08, El Paso, Texas, USA, September 29 - October 3, 2008, p.54 --- Slides
- Validated Pseudozero Set of Polynomials
12th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic, and Validated Numerics, Duisburg, Germany,
September 26-29, 2006, p.160-161
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(with Philippe Langlois and Nicolas Louvet) Choosing a twice more accurate dot product implementation
Proceedings of the International Conference of Numerical Analysis and Applied Mathematics 2006, Hotel Belvedere Imperial, Hersonnisos, Crete, Greece, September 15-19, 2006, p.498-499
- (with Philippe Langlois and Nicolas Louvet) Fused Multiply and Add Implementations of the
Compensated Horner scheme
In P. Hertling, C.M. Hoffmann, W. Luther, and N. Revol, editors, Reliable Implementation of Real Number Algorithms: Theory and Practice,
Dagstuhl Seminar 6021, January 2006. Extended version
- Pseudozeros, stability radius and interval polynomials
Algebraic and Numerical Algorithms and Computer-assisted Proofs, Dagstuhl Seminar,
Germany, Septembre 2005
- Structured perturbations in scalar product spaces
Proceedings of the Foundations of Computational Mathematics, University of Cantabria, Santander,
Juillet 2005
- Somes results on structured pseudospectra
Pseudospectra and Structural Dynamics, University of Bristol, Décembre 2004
- (with Philippe Langlois)
Approximate Polynomial Problems and Associated Tools
Proceeding of the 11th IMACS-GAMM International Symposium on Scientific Computing, Computer Arithmetic and Validated Numerics,
Fukuoka, Japan, October 4 - 8, 2004. Slides
- Some applications of polynomial pseudozero set
New Frontiers in Computational Mathematics, University of Manchester, Janvier 2004
- Pseudozéros numériques pour polynômes symboliques
Journées Liens Calcul Numérique-Calcul Formel, Toulouse, Décembre 2002
Unpublished research reports
-
(with Jérémy Jean)
Fast dot product over finite field
Research report, hal-00450888
-
(with Jean-Marie Chesneaux and Fabienne Jézéquel)
Numerical validation and assessment of numerical accuracy
-
(with Philippe Langlois and Nicolas Louvet) Compensated Horner Scheme
Research Report RR2005-04, LP2A, University of Perpignan, France, july 2005
-
Structured Condition Number and
Backward Error for Eigenvalue Problems
Research Report RR2005-01, LP2A, University of Perpignan, France, january 2005
- (with Philippe Langlois)
More on pseudozeros for univariate polynomials
Prépublication no 32, Université de Perpignan, janvier 2004
- (with Philippe Langlois)
Computation of stability radius for polynomials
Prépublication no 31, Université de Perpignan, janvier 2004
Posters
- (with Roméo Molina, Fabienne Jézéquel and Théo Mary) Adaptive Precision Sparse MatrixVector Product and its Application to Krylov Solvers
Presented at Sparse Days 2022, Saint-Girons, France, 20-22 June 2022
- (with Quentin Ferro, Thibault Hilaire, Fabienne Jézéquel and Basile Lewandowski) Neural Network Precision Tuning Using Stochastic Arithmetic
Presented at Sparse Days 2022, Saint-Girons, France, 20-22 June 2022
- (with Roman Iakymchuk, Daichi Mukunoki, Takeshi Ogita, Katsuhisa Ozaki) Accurate and Reproducible Conjugate Gradient in Hybrid Parallel Environments
Presented at ISC High Performance (ISC 2021), June 29th - July 2nd, 2021
- (with Chuanying Li, Hao Jiang
and Zhe Quan) XHYPRE: A
high-precision numerical software package for solving large-scale
sparse linear equations -- poster
Presented at ICPP 2021, 50th International Conference on Parallel Processing,
Virtually in Chicago, Illinois, USA, August 9-12, 2021
- (with avec David Defour, François Févotte, Fabienne Jézéquel, Wilfried Kirschenman, Jean-Luc Lamotte, Bruno Lathuilière, Yves Lhuillier, Eric Petit, Julien Signoles, Sohier Devan and Franck Vedrine) InterFLOP, Interoperable Tools for Computing, Debugging, Validation and Optimization of Floating-Point Programs
Presented at ISC-HPC 2021 DIGITAL, Jun 2021, Online, France
- (with
T. Boku, N. Fujita, J. Huthmann, R. Iakymchuk, T. Imamura, F. Jézéquel, A. Koshiba, D. Mukunoki, K. Sano, Y. Tan) Minimal-Precision Computing for High-Performance, Energy-Efficient, and Reliable Computations
Presented at the 2nd R-CCS international symposium, K to Fugaku: Simulation, Big Data and AI supporting Society 5.0, Kobe (Japan), Feb. 2020
- (with T. Boku, N. Fujita, J. Huthmann, R. Iakymchuk, T. Imamura, F. Jézéquel, A. Koshiba, D. Mukunoki, K. Sano, Y. Tan) Optimizing Precision for High-Performance, Robust, and Energy-Efficient Computations
Presented at the International Conference on High Performance Computing in Asia-Pacific Region, Fukuoka (Japan), 15-17 January 2020
- (with T. Boku, N. Fujita, J. Huthmann, R. Iakymchuk, T. Imamura, F. Jézéquel, A. Koshiba, D. Mukunoki, K. Sano, Y. Tan) Minimal-Precision Computing for High-Performance, Energy-Efficient, and Reliable Computations
Presented at the International Conference on High Performance Computing, Networking, Storage and Analysis (SC19), Denver (USA), Nov. 2019
- (with T. Boku, N. Fujita, J. Huthmann, R. Iakymchuk, T. Imamura, F. Jézéquel, A. Koshiba, D. Mukunoki, K. Sano, Y. Tan) Minimal-Precision Computing for High-Performance, Energy-Efficient, and Reliable Computations
Presented at the France-Japan-Germany trilateral workshop: Convergence of HPC and Data Science for Future Extreme Scale Intelligent Applications, Tokyo (Japan), Nov. 2019
-
(avec Roman Iakymchuk, Sylvain Collange and David Defour)
ExBLAS:
Reproducible and Accurate BLAS Library
Presented at 7ème Rencontre Arithmétique de l'Informatique Mathématique
(RAIM 2015), Rennes, France, April 7-9, 2015
- (with Hao Jiang and Roberto Barrio)
Accurate Computing Elementary Symmetric Functions
Presented at The International Symposium on Symbolic and Algebraic Computation (ISSAC 2012),
Grenoble, France, July 22-25, 2012 --- Poster
ACM Communications in Computer Algebra, Vol 46, No. 3, Issue 181,
September 2012, p.102-103
- Accurate dot products with FMA
Presented at the 7th Conference on Real Numbers and Computers, LORIA, Nancy, France, July 10-12, 2006
- Pseudozero set of multivariate polynomials
Presented at the 8th International Workshop on Computer
Algebra in Scientific Computing, Kalamata, Greece, September 12-16, 2005
Review of books
-
Review of the book "Numerical methods for roots of polynomials. Part I" by John M. McNamee,
Elsevier B. V., 2007. Mathematical Reviews, 2010
Talks in seminars
- On a compensated Ehrlich-Aberth method for the accurate computation of all polynomial roots
Presented at AriC seminar, LIP, ENS Lyon, 16 december 2021
- Compensated algorithms with stochastic arithmetic and interval arithmetic
Presented at the Numerical Analysis and Scientific Computing seminar, The University of Manchester, School of Mathematics, Manchester, UK, 3 May 2019
-
Numerical reproducibility and High-performance computing
Presented at Webinar on Reproducible Research: Numerical reproducibility, May 3rd, 2016, Grenoble, France
-
Numerical reproducibility and High-performance computing
Presented at séminaire Maths-Info, Université Pierre et Marie Curie (UPMC),
Paris, France, February 16th, 2016
-
Verified error bounds for multiple roots of systems of nonlinear equations
Presented at Journées "Méthodes de subdivisions pour les systèmes singuliers"
de l'ANR SingCAST, Nantes, France, December 15-16, 2014
-
Structured pseudospectra for matrices and matrix polynomials
Presented at Structured Matrix Days, XLIM, Université de Limoges,
France, May 26-27, 2014
-
Arithmétique des ordinateurs et HPC
Presented at séminaire de l'équipe HP2 de Télécom SudParis, Évry,
April 9th, 2014
-
Calcul précis et certifié de racines de polynômes : le cas des racines simples et multiples
Presented at séminaire du LIF, Marseille, April 1st, 2014
-
Calcul précis et certifié de racines de polynômes : le cas des racines simples et multiples
Presented at Séminaire Calcul formel, XLIM, Limoges, March 27th, 2014
-
Amélioration de la précision et validation des algorithmes numériques : le cas
du calcul des racines de polynômes
Presented at LIFL, Lille, March 17th, 2014
-
Introduction to pseudozeros and pseudospectra
Presented at the Groupe de travail AriC, LIP, ENS Lyon, October 1st and
December 17th, 2013
-
Some results concerning the increase of accuracy and validation of numerical algorithms
Presented at 3D'13, DALI's Doctoral Day, Rivesaltes, November 12th, 2013
-
Accurate evaluation of the k-th derivative of a polynomial and its
application to the convergence of Newton's method
Presented at the Groupe de Travail AriC, LIP, ENS Lyon, July 4th, 2013
-
Accurate and Fast Evaluation of Elementary Symmetric Functions
Presented at Groupe de Travail PEQUAN, LIP6, UPMC, April 25th, 2013
-
Verified error bounds for multiple roots of systems of nonlinear equations
Presented at Groupe de Travail PEQUAN, LIP6, UPMC, October 14th, 2010
-
Accurate simple zeros of polynomials in floating point arithmetic
Presented at the Groupe de Travail Arénaire, LIP, ENS Lyon, April 23rd, 2009
- Accurate and High Performance Computing on the Cell processor
Presented at the Young Investigators Symposium, Oak Ridge National Laboratory, Tennessee, USA, October 13-15, 2008
-
Produit précis de nombres flottants
Presented at Rencontres arithmétique de l'informatique mathématique, Lille, 3-5 Juin 2008
- Algorithme de Horner compensé en précision finie et applications
Presented at the "séminaire SPIRAl/SALSA", LIP6, Université Paris 6, 1 juin 2007
- Quelle précision pour le raffinement itératif ?
Presented at the "Rencontres arithmétique de l'informatique mathématique", Montpellier, 22 janvier 2007
- Évaluation précise de polynômes en précision finie
Presented at the "séminaire du projet SPACES", LORIA, Nancy, 6 avril 2006
- Accurate polynomial evaluation in floating point arithmetic
Presented at the MIMS Numerical Analysis and Scientific Computing Seminars, The University of Manchester, Manchester, UK, February 10, 2006
- Pseudozéros de polynômes d'intervalles
Presented at the École Jeunes Chercheurs en Algorithmique et Calcul Formel 2005, Montpellier, 4-8 avril 2005
- Pseudozéros de polynômes d'intervalles
Presented at the Journées AriNews, ENS de Lyon, Lyon, 7-8 mars 2005
- Les pseudozéros : application en contrôle et en arithmétique d'intervalles
Presented at the groupe de travail sur les Méthodes Ensemblistes, GDR MACS, ENSAM, Paris, 3 février 2005
- Pseudozéros de polynômes : théorie et applications
Presented at the "École Jeunes Chercheurs en Algorithmique et Calcul Formel", Grenoble, 29 mars - 2 avril 2004
- Quelques applications des pseudozéros de polynômes
Presented at the "séminaire du laboratoire MANO", Université de Perpignan, 25 mars 2004
- Calcul du rayon de stabilité pour les polynômes
Presented at the "Journées AriNews", 17-18 novembre 2003, Lyon
- Calcul algébrique approché, une introduction
Presented at the "journées 4e année", 24 janvier 2003, ÉNS Cachan,
antenne de Bretagne
Slides of talks
-
On a compensated Ehrlich-Aberth method for the accurate computation of all polynomial roots
Presented at International Workshop on Reliable Computing and Computer-Assisted Proofs (ReCAP 2022), March 13-18, 2022
- On a compensated Ehrlich-Aberth method for the accurate computation of all polynomial roots
Presented at AriC seminar, LIP, ENS Lyon, 16 december 2021
-
Compensated algorithms with stochastic arithmetic and interval arithmetic
Presented at ICIAM 2019, The International Congress on Industrial and Applied Mathematics, Valencia, Spain, July 15-19, 2019
- Compensated algorithms with stochastic arithmetic and interval arithmetic
Presented at the Numerical Analysis and Scientific Computing seminar, The University of Manchester, School of Mathematics, Manchester, UK, 3 May 2019
-
Accurate Interval Matrix Computations
Presented at PMAA18, 10th International Workshop on Parallel Matrix Algorithms and Applications, ETH Zurich, Zurich, Switzerland, June 27-29, 2018
- Parallel Accurate Algorithms for Polynomial and Rational Function Evaluation
Presented at SIAM Conference on Parallel Processing for Scientific Computing (PP18), Waseda University, Tokyo, Japan, March 7-10, 2018
- Interval computations with compensated algorithms
Presented at Dagstuhl Seminar 17481 "Reliable Computation and Complexity on the Reals", Dagstuhl, Germany, November 26 - December 1, 2017
-
A Parallel Compensated Horner Scheme
Presented at ACA 2017, 23rd Conference on Applications of Computer Algebra, Jerusalem, Israel, July 17-21, 2017
-
Accurate computations with polynomials
Presented at The International Workshop on Numerical Verification and its Applications 2017,
Miyako-jima, Okinawa, Japan, March 15-18, 2017
-
A Parallel Compensated Horner Scheme
Presented at the SIAM Conference on Computational Science and Engineering (CSE), Atlanta, Georgia,
USA, February 27-March 3, 2017
-
Resolution of a large number of small random symmetric
linear systems in single precision arithmetic on GPUs
Presented at the International conference on Monte-Carlo techniques, 5-8 Jul 2016,
Paris, France
-
Numerical reproducibility and High-performance computing
Presented at Webinar on Reproducible Research: Numerical reproducibility, May 3rd, 2016, Grenoble, France
-
Numerical reproducibility and High-performance computing
Presented at séminaire Maths-Info, Université Pierre et Marie Curie (UPMC),
Paris, France, February 16th, 2016
-
Reproducible Triangular Solvers for High-Performance Computing
Presented at 12th International Conference on
Information Technology : New Generations (ITNG 2015), Las Vegas, Nevada, USA,
April 13-15, 2015
-
A method of calculating faithful rounding of l2-norm for n-vectors
Presented at 16th GAMM - IMACS International Symposium on
Scientific Computing, Computer Arithmetic, and Verified Numerical
Computation (SCAN), Wuerzburg, Germany, September 21-26,
2014
-
Structured pseudospectra for matrices and matrix polynomials
Presented at Structured Matrix Days, XLIM, Université de Limoges,
France, May 26-27, 2014
-
Arithmétique des ordinateurs et HPC
Presented at séminaire de l'équipe HP2 de Télécom SudParis, Évry,
Avril 9th, 2014
-
Calcul précis et certifié de racines de polynômes : le cas des racines simples et multiples
Presented at séminaire du LIF, Marseille, April 1st, 2014
-
Calcul précis et certifié de racines de polynômes : le cas des racines simples et multiples
Presented at Séminaire Calcul formel, XLIM, Limoges, March 27th, 2014
-
Amélioration de la précision et validation des algorithmes numériques : le cas
du calcul des racines de polynômes
Presented at LIFL, Lille, March 17th, 2014
-
Introduction to pseudozeros and pseudospectra
Presented at the Groupe de travail AriC, LIP, ENS Lyon, October 1st and
December 17th, 2013
-
Some results concerning the increase of accuracy and validation of numerical algorithms
Presented at 3D'13, DALI's Doctoral Day, Rivesaltes, November 12th, 2013
-
Accurate evaluation of the k-th derivative of a polynomial and its
application to the convergence of Newton's method
Presented at the Groupe de Travail AriC, LIP, ENS Lyon, July 4th, 2013
-
Accurate and Fast Evaluation of Elementary Symmetric Functions
Presented at Groupe de Travail PEQUAN, LIP6, UPMC, April 25th, 2013
-
Accurate and Fast Evaluation of Elementary Symmetric Functions
Presented at 21st IEEE Symposium on Computer
Arithmetic, Austin, TX, USA, April 7-10, 2013
-
Faithful roundings of sum with nonnegative entries
Presented at JSIAM Meeting 2011, Doshisha University, Kyoto, Japan, September 14-16, 2011
-
Verified error bounds for multiple roots of systems of nonlinear equations
Presented at CRC 2011, International Workshop on Certified and Reliable Computation, Nan Ning, Guang Xi, China, July 17-20, 2011
-
Verified error bounds for multiple roots of systems of nonlinear equations
Presented at Groupe de Travail PEQUAN, LIP6, UPMC, October 14th, 2010
-
(with Jérémy Jean) A parallel algorithm for dot product over word-size finite field using floating-point arithmetic
Presented at SYNASC2010, the 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, Romania, September 23-26, 2010
-
(with Fabienne Jézéquel and Yuxiang Zhu) Stochastic arithmetic in multiprecision
Presented at NSV3, Third International Workshop on Numerical Software Verification, Edinburgh, UK, July 15th, 2010
-
Computation of dot products in finite fields with floating-point arithmetic
Presented at Computer-assisted proofs - tools, methods and applications, Dagstuhl Seminar, Germany, November 15-20, 2009
-
(with Philippe Trébuchet) A new algorithm for computing certified numerical approximations of the roots of a
zero-dimensional system
Presented at the International Symposium on Symbolic and Algebraic Computation, Seoul, Korea, July 28-31, 2009
-
Accurate simple zeros of polynomials in floating point arithmetic
Presented at the Groupe de Travail Arénaire, LIP, ENS Lyon, April 23rd, 2009
-
Accurate and High Performance Computing on the Cell processor
Presented at the Young Investigators Symposium, Oak Ridge National Laboratory, Tennessee, USA, October 13-15, 2008
-
Accurate simple zeros of polynomials
Presented at the 13th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic and Verified
Numerical Computations SCAN'08, El Paso, Texas, USA, September 29 - October 3, 2008
-
Compensated Horner scheme in complex floating point arithmetic
Presented at the 8th Conference on Real Numbers and Computers, Santiago de Compostela, Spain, July 7-9, 2008
-
Produit précis de nombres flottants
Presented at Rencontres arithmétique de l'informatique mathématique, Lille, 3-5 Juin 2008
-
Accurate Floating Point Product
Presented at the Workshop on Reliable Engineering Computing, Savannah, Georgia, USA, February 20-22, 2008
-
(with Nguyen Hong Diep and Jean-Luc Lamotte) Precise and effective scientific calculation on the Cell processor
Presented at the Workshop on Reliable Engineering Computing, Savannah, Georgia, USA, February 20-22, 2008
-
Error-free transformations in real and complex floating point arithmetic
Presented at the International Symposium on Nonlinear Theory and its Applications, Vancouver, Canada,
September 16-19, 2007
-
Algorithme de Horner compensé en précision finie et applications
Presented at the "séminaire SPIRAl/SALSA", LIP6, Université Paris 6, 1 juin 2007
-
Quelle précision pour le raffinement itératif ?
Presented at the "Rencontres arithmétique de l'informatique mathématique", Montpellier, January 22, 2007
-
Validated Pseudozero Set of Polynomials
Presented at the 12th GAMM - IMACS International Symposium on Scientific Computing, Computer Arithmetic, and Validated Numerics, Duisburg, Germany, September 26-29, 2006
-
Choosing a twice more accurate dot product implementation
Presented at the International Conference of Numerical Analysis and Applied Mathematics 2006, Hotel Belvedere Imperial, Hersonnisos, Crete, Greece, September 15-19, 2006
-
Pseudozero Set of Interval Polynomials
Presented at the 21st Annual ACM Symposium on Applied Computing, Dijon, France, April 23-27, 2006
-
Évaluation précise de polynômes en précision finie
Presented at the "séminaire du projet SPACES", LORIA, Nancy, 6 avril 2006
-
Pseudozero set of multivariate polynomials
Presented at the 10th Rhine Workshop on Computer Algebra (RWCA), Basel, Switzerland, March 16-17, 2006
-
Accurate polynomial evaluation in floating point arithmetic
Presented at the MIMS Numerical Analysis and Scientific Computing Seminars, The University of Manchester, Manchester, UK, February 10, 2006
-
Pseudozeros, stability radius and interval polynomials
Presented at the Algebraic and Numerical Algorithms and Computer-assisted Proofs, Dagstuhl Seminar, Germany, September 25-30, 2005
-
Structured Perturbations in Scalar Product Spaces
Presented at Foundations of Computational Mathematics, University of Cantabria, Santander, Spain, 30 June - 9 July 2005
-
Pseudozéros de polynômes d'intervalles
Presented at the École Jeunes Chercheurs en Algorithmique et Calcul Formel 2005, Montpellier, 4-8 avril 2005
-
Pseudozéros de polynômes d'intervalles
Presented at the Journées AriNews, ENS de Lyon, Lyon, 7-8 mars 2005
-
Les pseudozéros : application en contrôle et en arithmétique d'intervalles
Presented at the groupe de travail sur les Méthodes Ensemblistes, GDR MACS, ENSAM, Paris, 3 février 2005
-
Somes results on structured pseudospectra
Presented at the Pseudospectra and Structural Dynamics, University of Bristol, December 13-15, 2004
-
A comparison of real and complex pseudozero sets for polynomials with real coefficients
Presented at the Sixth Conference on Real Numbers and Computers, Schloss Dagstuhl, Germany, November 15-17, 2004
-
Computation of pseudozero abscissa
Exposé fait au 6th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timişoara,
Romania, September 26 - 30, 2004
-
Pseudozero set decides on polynomial stability
Presented at the Sixteenth International Symposium on Mathematical Theory of Networks and Systems, Leuven, Belgium, July 5-9, 2004
-
Pseudozéros de polynômes : théorie et applications
Presented at the "École Jeunes Chercheurs en Algorithmique et Calcul Formel", Grenoble, 29 mars - 2 avril 2004
-
Quelques applications des pseudozéros de polynômes
Presented at the "séminaire du laboratoire MANO", Université de Perpignan, 25 mars 2004
-
Some applications of polynomial pseudozero set
Presented at the New Frontiers in Computational Mathematics, University of Manchester, January 10-11, 2004
-
Calcul du rayon de stabilité pour les polynômes
Presented at the "Journées AriNews", 17-18 novembre 2003, Lyon
-
Testing polynomial primality with pseudozeros
Presented at the Fifth Conference on Real Numbers and Computers, Lyon,
France, septembre 2003
-
Calcul algébrique approché, une introduction
Presented at the "journées 4e année", 24 janvier 2003, ÉNS Cachan,
antenne de Bretagne
-
Pseudozéros numériques
pour polynômes symboliques
Presented at the "journées Liens Calcul Numérique-Calcul Formel",
4-6 décembre 2002, Toulouse
Miscellaneous
-
Pseudozéros et pgcd de polynômes en précision finie
Master report, LIP ÉNS Lyon, 2001
--- Transparents
- Simulation numérique d'un procédé de mouillage d'un solide
Internship report, ENSIMAG 2nd year, 2000
- (avec A. Gélinet).
Calcul des valeurs propres et des vecteurs propres d'une matrice
de perturbation
Internship report, ENSIMAG 2nd year, 2000
Stef Graillat
(Last modification : August 19th, 2022)