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; BayesDA; DAKOTA; Python; DACE; Matlab; EGO; GitHub; UQpy; Chaospy; OPQ; muq; NumPy; UQTk; Uncertainpy; Adam; DeepONet; OpenTURNS; Gmsh; PyMC Cited in: 61 Documents all top 5 Cited by 184 Authors 9 Sudret, Bruno 5 Marelli, Stefano 2 Beer, Michael A. 2 Bilionis, Ilias 2 Choi, Jung-Il 2 Dang, Chao 2 Lü, Zhenzhou 2 Lüthen, Nora 2 Sun, Xiang 2 Vermiglio, Rossana 2 Xu, Jun 2 Zhang, Yu 2 Zhou, Tong 2 Zhou, Yicheng 1 Abraham, Simon 1 Afkham, Babak Maboudi 1 Alberts, Alex 1 Alexanderian, Alen 1 Alghamdi, Amal Mohammed A 1 Aluru, Narayana R. 1 Aoues, Younes 1 Aramideh, Soroush 1 Arampatzis, Georgios 1 Ardekani, Arezoo M. 1 Baroth, Julien 1 Bhattacharyya, Biswarup 1 Borgonovo, Emanuele 1 Briffaut, M. 1 Calvo-Jurado, Carmen 1 Capriati, Michele 1 Chakraborty, Souvik 1 Cheng, Kai 1 Choi, Sou-Cheng T. 1 Choi, Yun Young 1 Christensen, Silja L. 1 Congedo, Pietro Marco 1 Contino, Francesco 1 Côrtes, Adriano M. A. 1 Cortesi, Andrea F. 1 Couckuyt, Ivo 1 Cunha, Americo jun. 1 David, Timothy 1 de Angelis, Marco 1 de Lorenzis, Laura 1 Dhaene, Tom 1 Dölz, Jürgen 1 Dufour, Frédéric 1 Ebert, David 1 Economides, Athena E. 1 Eggenweiler, Elissa 1 Fajraoui, Noura 1 Fengjie, Tan 1 Fenzi, Luca 1 Ferreira, Placid M. 1 Ferson, Scott A. 1 Flemisch, Bernd 1 Florian, Francesco 1 Francis, Egbo M. 1 Fu, Chao 1 García-Macías, Enrique 1 García-Merino, José Carlos 1 Ghasemi, Mohammad Reza 1 Ghorbaniasl, Ghader 1 Gray, Nicholas 1 Gremaud, Pierre-Alain 1 Guo, Ling 1 Guo, Tong 1 Hamdi, Hamidreza 1 Hansen, Per Christian 1 Hart, Joseph L. 1 Hashemi, Abolfazl 1 He, Shuang 1 Hickernell, Fred J. 1 Hu, Jinghan 1 Hu, Yingshi 1 Jagadeeswaran, Rathinavel 1 Jørgensen, Jakob Sauer 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 Lemosse, Didier 1 Li, Chenfeng 1 Li, Yongle 1 Lin, Guang 1 Ling, Chunyan 1 Lu, Kuan 1 Lu, Xuefei 1 Luo, Changqi 1 Magin, Thierry E. 1 Mahadevan, Sankaran ...and 84 more Authors all top 5 Cited in 21 Serials 17 Computer Methods in Applied Mechanics and Engineering 9 Journal of Computational Physics 6 Applied Mathematical Modelling 4 SIAM/ASA Journal on Uncertainty Quantification 3 Computational Geosciences 2 Journal of Computational and Applied Mathematics 2 Engineering Optimization 1 Inverse Problems 1 Wave Motion 1 Bulletin of Mathematical Biology 1 Automatica 1 Operations Research 1 International Journal of Approximate Reasoning 1 Journal of Scientific Computing 1 Applications of Mathematics 1 Numerical Algorithms 1 Applied and Computational Harmonic Analysis 1 INFORMS Journal on Computing 1 European Journal of Mechanics. B. Fluids 1 SpringerBriefs in Mathematics 1 Water Waves all top 5 Cited in 20 Fields 35 Statistics (62-XX) 27 Numerical analysis (65-XX) 12 Probability theory and stochastic processes (60-XX) 9 Fluid mechanics (76-XX) 7 Computer science (68-XX) 7 Mechanics of deformable solids (74-XX) 7 Operations research, mathematical programming (90-XX) 4 Geophysics (86-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Classical thermodynamics, heat transfer (80-XX) 3 Biology and other natural sciences (92-XX) 2 Partial differential equations (35-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 Operator theory (47-XX) 1 Optics, electromagnetic theory (78-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year