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; DAKOTA; EGO; OPQ; Matlab; Python; Chaospy; BayesDA; UQTk; Uncertainpy; GitHub; ElemStatLearn; Scikit; muq; OpenTURNS; EasyVVUQ; COSSAN; SAFE Toolbox; EnKF Referenced in: 38 Publications all top 5 Referenced by 108 Authors 8 Sudret, Bruno 4 Marelli, Stefano 2 Choi, Jung-Il 2 Lü, Zhenzhou 2 Sun, Xiang 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 Fenzi, Luca 1 Ferreira, Placid M. 1 Florian, Francesco 1 Ghasemi, Mohammad Reza 1 Ghorbaniasl, Ghader 1 Gremaud, Pierre-Alain 1 Hamdi, Hamidreza 1 Hart, Joseph L. 1 Hu, Jinghan 1 Hu, Yingshi 1 Kapoor, Shiv G. 1 Kareem, Ahsan 1 Karnakov, Petr 1 Khazaie, Shahram 1 Kleijnen, Jack P. C. 1 Komatitsch, Dimitri 1 Konakli, Katerina 1 Koumoutsakos, Petros D. 1 Lacor, Chris 1 Li, Chenfeng 1 Li, Yongle 1 Lin, Guang 1 Ling, Chunyan 1 Lu, Xuefei 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 Michiels, Wim 1 Miri, Mahmoud 1 Mulani, Sameer B. 1 N., Navaneeth 1 Nagel, Joseph B. 1 Naik, Pratik 1 Novák, Lukáš 1 Pan, Xiaomin 1 Pandita, Piyush 1 Periago Esparza, Francisco 1 Raisee, Mehrdad 1 Rosasco, Lorenzo A. 1 Rossat, D. 1 Rudi, Alessandro 1 Sadílek, Václav 1 Safta, Cosmin 1 Sagaut, Pierre 1 Sauder, Thomas 1 Schöbi, Roland 1 Shafieezadeh, Abdollah 1 Shahane, Shantanu 1 Shields, Michael D. 1 Song, Chaolin 1 Sørensen, Asgeir J. 1 Sousa, Mario Costa 1 Thapa, Mishal 1 Tosin, Michel 1 Vahedi, Jafar 1 van Beers, Wim C. M. 1 Vanka, Surya Pratap 1 Vermiglio, Rossana 1 Vohra, Manav 1 Vořechovský, Miroslav 1 Wagner, Paul-Remo 1 Wälchli, Daniel 1 Walters, Robert W. 1 Wang, Jinsheng 1 Wang, Xun ...and 8 more Authors all top 5 Referenced in 15 Serials 9 Computer Methods in Applied Mechanics and Engineering 7 Journal of Computational Physics 4 SIAM/ASA Journal on Uncertainty Quantification 3 Applied Mathematical Modelling 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 INFORMS Journal on Computing 1 European Journal of Mechanics. B. Fluids 1 SpringerBriefs in Mathematics all top 5 Referenced in 16 Fields 21 Statistics (62-XX) 14 Numerical analysis (65-XX) 8 Probability theory and stochastic processes (60-XX) 5 Computer science (68-XX) 5 Fluid mechanics (76-XX) 4 Operations research, mathematical programming (90-XX) 3 Mechanics of deformable solids (74-XX) 3 Classical thermodynamics, heat transfer (80-XX) 3 Geophysics (86-XX) 3 Biology and other natural sciences (92-XX) 2 Systems theory; control (93-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Statistical mechanics, structure of matter (82-XX) Referencing Publications by Year