QUESO swMATH ID: 10555 Software Authors: Ernesto Prudencio; Karl W. Schulz Description: The Parallel C++ Statistical Library ‘QUESO’: Quantification of Uncertainty for Estimation, Simulation and Optimization. QUESO is a collection of statistical algorithms and programming constructs supporting research into the uncertainty quantification (UQ) of models and their predictions. It has been designed with three objectives: it should (a) be sufficiently abstract in order to handle a large spectrum of models, (b) be algorithmically extensible, allowing an easy insertion of new and improved algorithms, and (c) take advantage of parallel computing, in order to handle realistic models. Such objectives demand a combination of an object-oriented design with robust software engineering practices. QUESO is written in C++, uses MPI, and leverages libraries already available to the scientific community. We describe some UQ concepts, present QUESO, and list planned enhancements. Homepage: http://link.springer.com/chapter/10.1007/978-3-642-29737-3_44 Related Software: DAKOTA; libMesh; deal.ii; PETSc; muq; GitHub; DDDAS; hIPPYlib; GRINS; BayesDA; Trilinos; CMA-ES; TORC; Pi4U; PSUADE; Gromacs; LSODE; CHARMM; WebPlotDigitizer; emcee Cited in: 24 Documents all top 5 Cited by 60 Authors 10 Oden, John Tinsley 5 Lima, Ernesto A. B. F. 5 Prudencio, Ernesto E. 4 Almeida, Regina C. 4 Prudhomme, Serge 4 Yankeelov, Thomas E. 3 Faghihi, Danial 3 Miki, Kenji 2 Bauman, Paul T. 2 Farrell, Kathryn 2 Hormuth, David A. II 2 Koumoutsakos, Petros D. 2 Morrison, Rebecca E. 2 Panesi, Marco 2 Terejanu, Gabriel 1 Angelikopoulos, Panagiotis 1 Arampatzis, Georgios 1 Aristoff, David 1 Banerjee, Sourav 1 Bangerth, Wolfgang 1 Bryant, Corey M. 1 Chanda, Anindya 1 Cheung, Sai Hung 1 DeWitt, Matthew 1 Economides, Athena E. 1 Feng, Yusheng 1 Fuentes, David 1 Gadde, Manasa 1 Ghattas, Omar N. 1 Hadjidoukas, Panagiotis E. 1 Hawkins-Daarud, Andrea J. 1 Horger, Thomas 1 Karnakov, Petr 1 Liefvendahl, Mattias 1 Lin, Xiao 1 Martin, Sergio M. 1 McKenna, Matthew T. 1 Menezes, M. P. C. 1 Moser, Robert D. 1 Naozuka, G. T. 1 Oliver, Todd A. 1 Paixão, E. A. 1 Papadimitriou, Costas 1 Petra, Noemi 1 Rahman, Mohammad Mamunur 1 Ravi-Chandar, Krishnaswamy 1 Resende, Anna Claudia M. 1 Rezaeiravesh, Saleh 1 Rylander, Marissa Nichole 1 Scarabosio, Laura 1 Schlatter, Philipp 1 Shrestha, Sajan 1 Silva, J. V. O. 1 Sorace, Anna G. 1 Villa, Umberto E. 1 Vinuesa, Ricardo 1 Wälchli, Daniel 1 Wohlmuth, Barbara I. 1 Wyde, Reid A. F. 1 Zhou, J. Cliff all top 5 Cited in 16 Serials 4 Computer Methods in Applied Mechanics and Engineering 4 Journal of Computational Physics 2 International Journal for Numerical Methods in Engineering 2 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences 1 Computers & Mathematics with Applications 1 Journal of Mathematical Biology 1 ACM Transactions on Mathematical Software 1 Computational Mechanics 1 SIAM Review 1 European Journal of Mechanics. B. Fluids 1 Archives of Computational Methods in Engineering 1 Acta Numerica 1 International Journal for Uncertainty Quantification 1 Journal of Theoretical Biology 1 SIAM/ASA Journal on Uncertainty Quantification 1 Trends in Computational and Applied Mathematics all top 5 Cited in 12 Fields 14 Statistics (62-XX) 11 Numerical analysis (65-XX) 8 Biology and other natural sciences (92-XX) 6 Mechanics of deformable solids (74-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 Fluid mechanics (76-XX) 1 Partial differential equations (35-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Probability theory and stochastic processes (60-XX) 1 Quantum theory (81-XX) 1 Operations research, mathematical programming (90-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year