UQLab swMATH ID: 19740 Software Authors: Lataniotis C, Marelli S, Sudret B Description: UQLab: The Framework for Uncertainty Quantification. UQLab is a Matlab-based software framework designed to bring state-of-the art uncertainty quantification (UQ) techniques and algorithms to a large audience. UQLab is not simply an umpteenth toolbox for UQ, but a framework: not only it offers you an extensive arsenal of built-in types of analyses and algorithms but it also provides a powerful new way of developing and implementing your own ideas. The project originated in 2013, when Prof. Bruno Sudret founded the Chair of Risk, Safety and Uncertainty Quantification at ETH Zurich, and decided to gather the results of a decade of his research into a single software tool. UQLab provides now the software backbone of the Chair’s research, allowing for seamless integration between the many research fields engaged by its members, e.g. metamodeling (polynomial chaos expansions, Gaussian process modelling, a.k.a. Kriging, low-rank tensor approximations), rare event estimation (structural reliability), global sensitivity analysis, Bayesian techniques for inverse problems, etc. After more than two years of development it was decided to open the platform to other research institutions, in an effort to increase the awareness of the scientific community regarding the fundamental aspects of uncertainty quantification. The first closed beta version is online since July 1st, 2015. Homepage: http://www.uqlab.com/ Dependencies: Matlab Related Software: AK-MCS; DACE; EGO; DAKOTA; Python; Matlab; Chaospy; OPQ; Uncertainpy; UQTk; BayesDA; GitHub; OpenTURNS; UQpy; UDDAE_Optimization; EnKF; ElemStatLearn; Scikit; muq; EasyVVUQ Cited in: 46 Publications all top 5 Cited by 131 Authors 8 Sudret, Bruno 4 Marelli, Stefano 2 Choi, Jung-Il 2 Lü, Zhenzhou 2 Sun, Xiang 2 Vermiglio, Rossana 2 Xu, Jun 2 Zhang, Yu 2 Zhou, Yicheng 1 Abraham, Simon 1 Alexanderian, Alen 1 Aluru, Narayana R. 1 Aramideh, Soroush 1 Arampatzis, Georgios 1 Ardekani, Arezoo M. 1 Baroth, Julien 1 Bhattacharyya, Biswarup 1 Bilionis, Ilias 1 Borgonovo, Emanuele 1 Briffaut, M. 1 Capriati, Michele 1 Chakraborty, Souvik 1 Cheng, Kai 1 Choi, Yun Young 1 Congedo, Pietro Marco 1 Contino, Francesco 1 Côrtes, Adriano M. A. 1 Cortesi, Andrea F. 1 Couckuyt, Ivo 1 Cunha, Americo jun. 1 Dhaene, Tom 1 Dufour, Frédéric 1 Economides, Athena E. 1 Fajraoui, Noura 1 Fengjie, Tan 1 Fenzi, Luca 1 Ferreira, Placid M. 1 Florian, Francesco 1 Ghasemi, Mohammad Reza 1 Ghorbaniasl, Ghader 1 Gremaud, Pierre-Alain 1 Guo, Ling 1 Hamdi, Hamidreza 1 Hart, Joseph L. 1 Hashemi, Abolfazl 1 He, Shuang 1 Hu, Jinghan 1 Hu, Yingshi 1 Kapoor, Shiv G. 1 Kareem, Ahsan 1 Karnakov, Petr 1 Karniadakis, George Em 1 Kazolea, Maria 1 Keshtegar, Behrooz 1 Khazaie, Shahram 1 Kleijnen, Jack P. C. 1 Komatitsch, Dimitri 1 Konakli, Katerina 1 Koumoutsakos, Petros D. 1 Lacor, Chris 1 Lahmer, Tom 1 Li, Chenfeng 1 Li, Yongle 1 Lin, Guang 1 Ling, Chunyan 1 Lu, Xuefei 1 Luo, Changqi 1 Lüthen, Nora 1 Magin, Thierry E. 1 Mahadevan, Sankaran 1 Mai, Chu V. 1 Man, Jun 1 Martin, Sergio M. 1 Martínez-Frutos, Jesús 1 Meng, Xuhui 1 Michiels, Wim 1 Miri, Mahmoud 1 Mulani, Sameer B. 1 Nagel, Joseph B. 1 Naik, Pratik 1 Navaneeth, N. 1 Niu, Xiaopeng 1 Novák, Lukáš 1 Pan, Xiaomin 1 Pandita, Piyush 1 Peng, Yongbo 1 Periago Esparza, Francisco 1 Psaros, Apostolos F. 1 Raisee, Mehrdad 1 Ricchiuto, Mario 1 Rosasco, Lorenzo A. 1 Rossat, D. 1 Rudi, Alessandro 1 Sadílek, Václav 1 Safta, Cosmin 1 Sagaut, Pierre 1 Sauder, Thomas 1 Schaeffer, Hayden 1 Schöbi, Roland 1 Shafieezadeh, Abdollah ...and 31 more Authors all top 5 Cited in 18 Serials 10 Computer Methods in Applied Mechanics and Engineering 8 Journal of Computational Physics 5 Applied Mathematical Modelling 4 SIAM/ASA Journal on Uncertainty Quantification 2 Journal of Computational and Applied Mathematics 2 Computational Geosciences 1 Wave Motion 1 Bulletin of Mathematical Biology 1 Automatica 1 Operations Research 1 Journal of Scientific Computing 1 Numerical Algorithms 1 Applied and Computational Harmonic Analysis 1 INFORMS Journal on Computing 1 European Journal of Mechanics. B. Fluids 1 Engineering Optimization 1 SpringerBriefs in Mathematics 1 Water Waves all top 5 Cited in 18 Fields 26 Statistics (62-XX) 21 Numerical analysis (65-XX) 11 Probability theory and stochastic processes (60-XX) 7 Operations research, mathematical programming (90-XX) 6 Fluid mechanics (76-XX) 4 Mechanics of deformable solids (74-XX) 4 Geophysics (86-XX) 3 Computer science (68-XX) 3 Classical thermodynamics, heat transfer (80-XX) 3 Biology and other natural sciences (92-XX) 2 Partial differential equations (35-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Systems theory; control (93-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Functional analysis (46-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year