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searching for Uncertainty quantification 77 found (125 total)

alternate case: uncertainty quantification

Least squares (5,228 words) [view diff] no match in snippet view article find links to article

The method of least squares is a parameter estimation method in regression analysis based on minimizing the sum of the squares of the residuals (a residual

Negative log predictive density (485 words) [view diff] exact match in snippet view article find links to article

better. Importantly the NLPD assesses the quality of the model's uncertainty quantification. It is used for both regression and classification. To compute:

Heidelberg Institute for Theoretical Studies (1,357 words) [view diff] case mismatch in snippet view article find links to article

distributed data. Data Mining and Uncertainty Quantification (DMQ) The Data Mining and Uncertainty Quantification group makes use of technology from

David Dunson (540 words) [view diff] exact match in snippet view article find links to article

and the development of computationally efficient algorithms for uncertainty quantification. He is currently serving as joint Editor of the Journal of the

Conformal prediction (2,003 words) [view diff] exact match in snippet view article find links to article

Conformal prediction (CP) is a machine learning framework for uncertainty quantification that produces statistically valid prediction regions (prediction

Multifidelity simulation (1,536 words) [view diff] case mismatch in snippet view article find links to article

Ellermann, Katrin; von der Linden, Wolfgang (2019-12-31). "Bayesian Uncertainty Quantification with Multi-Fidelity Data and Gaussian Processes for Impedance

Amy Braverman (282 words) [view diff] exact match in snippet view article find links to article

methods and uncertainty quantification for remote sensing data. In January 2023, Braverman became the Chair for the SIAM Activity Group on Uncertainty Quantification

David Silvester (404 words) [view diff] exact match in snippet view article find links to article

element methods, fast iterative solvers for fluid dynamics, and uncertainty quantification. He has more than 65 refereed publications on topics such as iterative

Interval predictor model (1,570 words) [view diff] case mismatch in snippet view article find links to article

Collaborative Software for Uncertainty Quantification". Proceedings of the 2nd International Conference on Uncertainty Quantification in Computational Sciences

Darryl Holm (493 words) [view diff] exact match in snippet view article find links to article

the method of stochastic advection by Lie transport (SALT) for uncertainty quantification and reduction of uncertainty via data assimilation for upper ocean

Bayesian quadrature (2,457 words) [view diff] exact match in snippet view article find links to article

advantage of this approach is that it provides probabilistic uncertainty quantification for the value of the integral. Let f:X→R{\displaystyle f:{\mathcal

Comparison of Gaussian process software (1,457 words) [view diff] case mismatch in snippet view article find links to article

Software for Uncertainty Quantification in Simulation". In Roger Ghanem; David Higdon; Houman Owhadi (eds.). Handbook of Uncertainty Quantification. pp. 1–38

Quantemol (2,341 words) [view diff] case mismatch in snippet view article find links to article

provided in the database will be based on the foundations of Uncertainty Quantification for calculations of complex systems. For chemistry simulation

Society for Experimental Mechanics (363 words) [view diff] case mismatch in snippet view article find links to article

Methodologies MEMS and Nanotechnology Modal Analysis Model Validation & Uncertainty Quantification Optical Methods Residual Stress Technical Committee on Strain

CovidSim (1,707 words) [view diff] exact match in snippet view article find links to article

a Python 3 library to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations. In a recent publication

Peter Coveney (2,549 words) [view diff] exact match in snippet view article find links to article

the development and application of validation, verification and uncertainty quantification (VVUQ) to computer simulation codes across a wide range of domains

Applications of p-boxes and probability bounds analysis (1,490 words) [view diff] exact match in snippet view article find links to article

approach to uncertainty quantification with application to supersonic nozzle thrust. International Journal for Uncertainty Quantification 2: 363-381.

Likelihoodist statistics (1,718 words) [view diff] exact match in snippet view article find links to article

the global maximum, leading to suboptimal estimates. Lack of uncertainty quantification: Likelihood-based inference often provides point estimates of

Yulia Gel (363 words) [view diff] exact match in snippet view article find links to article

graph mining, inference for random graphs and complex networks, uncertainty quantification in network analysis, data depth on networks, time series analysis

List of American Society of Mechanical Engineers academic journals (303 words) [view diff] case mismatch in snippet view article find links to article

Journal of Turbomachinery Journal of Verification, Validation, and Uncertainty Quantification Journal of Vibration and Acoustics Mechanical Engineering (magazine)

American Statistical Association (1,075 words) [view diff] case mismatch in snippet view article find links to article

American Educational Research Association SIAM/ASA Journal on Uncertainty Quantification, co-sponsored with the Society for Industrial and Applied Mathematics

FEMtools (600 words) [view diff] exact match in snippet view article find links to article

finite element model verification, validation and updating (V&V), uncertainty quantification and propagation, mesh coarsening or refinement, structural health

Kriging (5,671 words) [view diff] case mismatch in snippet view article find links to article

with Multiple Levels of Fidelity". International Journal for Uncertainty Quantification. 4 (5): 365–386. doi:10.1615/Int.J.UncertaintyQuantification.2014006914

Moving particle semi-implicit method (1,653 words) [view diff] case mismatch in snippet view article find links to article

Computation; Performance of Multiphase Flow Systems; Wind Energy; Uncertainty Quantification in Flow Measurements and Simulations. pp. V01DT30A006. doi:10

Jonathan Kuck (846 words) [view diff] exact match in snippet view article find links to article

clouds), robotic perception (object detection and tracking), and uncertainty quantification. Below is a list of his publications. Belief Propagation Neural

Mercedes Reaves (1,082 words) [view diff] case mismatch in snippet view article find links to article

Update of a Micro Air Vehicle (MAV) Flexible Wing Frame with Uncertainty Quantification (2004), Report Number: NASA TM-2004-213232 On the Application

Laboratoire d'informatique pour la mécanique et les sciences de l'ingénieur (541 words) [view diff] exact match in snippet view article find links to article

contribute activities related to large-scale numerical simulations, to uncertainty quantification, to the characterization of fluid dynamics (instabilities, turbulence)

Community Surface Dynamics Modeling System (521 words) [view diff] exact match in snippet view article find links to article

Scott D.; Kelbert, A.; Hill, M.; Hutton, E.F.W. (2016). "Towards uncertainty quantification and parameter estimation for Earth system models in a component-based

Data fusion (1,841 words) [view diff] case mismatch in snippet view article find links to article

Ellermann, Katrin; von der Linden, Wolfgang (2019-12-31). "Bayesian Uncertainty Quantification with Multi-Fidelity Data and Gaussian Processes for Impedance

Pavlos Vlachos (1,264 words) [view diff] exact match in snippet view article find links to article

micro-environments. He leads ongoing research aimed at the intersection of uncertainty quantification and data science with medical/clinical and engineering systems

Reliability (statistics) (2,500 words) [view diff] exact match in snippet view article

external reliability and validity explained. Uncertainty models, uncertainty quantification, and uncertainty processing in engineering The relationships between

Christine Shoemaker (1,388 words) [view diff] exact match in snippet view article find links to article

continuous and integer optimization, stochastic optimal control, and uncertainty quantification problems. In her recent research algorithms, efficiency is improved

Christopher R. Johnson (1,877 words) [view diff] case mismatch in snippet view article find links to article

cumulative density functions" (PDF). International Journal for Uncertainty Quantification. 2 (4): 397–412. doi:10.1615/Int.J.UncertaintyQuantification.2012004074

Prognostics (3,745 words) [view diff] exact match in snippet view article find links to article

considered in the definition of the failure threshold. Examples of uncertainty quantification can be found in. For most PHM industrial applications, commercial

Ying Hung (238 words) [view diff] exact match in snippet view article find links to article

"fundamental contributions to design, statistical analysis, and uncertainty quantification of computer experiments with applications in cell biology". Curriculum

Dilution of precision (navigation) (2,026 words) [view diff] exact match in snippet view article

estimate obtained by the first-order second moment (F.O.S.M.) uncertainty quantification technique which was state of the art in the 1980s. In order for

Taylor expansions for the moments of functions of random variables (1,512 words) [view diff] exact match in snippet view article find links to article

Dar; Bersi, Matthew R.; Humphrey, Jay D. (14 December 2021). "Uncertainty quantification in subject‐specific estimation of local vessel mechanical properties"

Nested sampling algorithm (2,101 words) [view diff] exact match in snippet view article find links to article

algorithms is on GitHub. Korali is a high-performance framework for uncertainty quantification, optimization, and deep reinforcement learning, which also implements

FEHM (899 words) [view diff] exact match in snippet view article find links to article

applications and also by the requirements of model calibration, uncertainty quantification, and error analysis. FEHM possesses unique features and capabilities

Index (statistics) (773 words) [view diff] case mismatch in snippet view article

the Gap. In: Ghanem R., Higdon D., Owhadi H. (eds) Handbook of Uncertainty Quantification. Springer. Boulanger, P.-M. (2014). Elements for a comprehensive

Probabilistic forecasting (1,442 words) [view diff] case mismatch in snippet view article find links to article

Mohammad Anwar; Nahavandi, Saeid (2018). "Neural Network-Based Uncertainty Quantification: A Survey of Methodologies and Applications". IEEE Access. 6:

Statistical model validation (1,577 words) [view diff] exact match in snippet view article find links to article

and statistical foundations of verification, validation, and uncertainty quantification, Washington, DC: National Academies Press, pp. 52–85, doi:10.17226/13395

Sensor fusion (2,879 words) [view diff] case mismatch in snippet view article find links to article

Ellermann, Katrin; von der Linden, Wolfgang (2019-12-31). "Bayesian Uncertainty Quantification with Multi-Fidelity Data and Gaussian Processes for Impedance

Bhrigu Nath Singh (688 words) [view diff] exact match in snippet view article find links to article

paper since 2008 and also of a leading researcher in the field of uncertainty quantification. Singh is a fellow of Indian Society for Technical Education India

Karen Willcox (697 words) [view diff] exact match in snippet view article find links to article

methods, with applications in optimization, control, design, and uncertainty quantification of large-scale systems". She was elected as a Fellow of the American

Stochastic gradient Langevin dynamics (1,275 words) [view diff] exact match in snippet view article find links to article

Additionally, obtaining samples from a posterior distribution permits uncertainty quantification by means of confidence intervals, a feature which is not possible

Bayesian history matching (697 words) [view diff] case mismatch in snippet view article find links to article

Daniel B.; Scinocca, John; Kharin, Viatcheslav (October 2, 2019). "Uncertainty Quantification for Computer Models With Spatial Output Using Calibration-Optimal

Computational science (3,387 words) [view diff] case mismatch in snippet view article find links to article

sensitivity factors. Journal of Verification, Validation and Uncertainty Quantification. 4 011004, 2019 "Computational Science and Engineering Program:

Leonid Berlyand (1,265 words) [view diff] case mismatch in snippet view article find links to article

and Heterogeneous Media Associate Editor of SIAM/ASA Journal on Uncertainty Quantification (2013–2016) Member of Editorial board of International Journal

Tang Tao (1,020 words) [view diff] exact match in snippet view article find links to article

domain with random evaluations and its application to parametric uncertainty quantification". SIAM Journal on Scientific Computing. 36 (5): A2272–A2295. arXiv:1403

Model order reduction (2,777 words) [view diff] exact match in snippet view article find links to article

nonlinear control systems for purposes of model order reduction, uncertainty quantification or system identification. The emgr framework is a compact open

Green's function number (2,160 words) [view diff] case mismatch in snippet view article find links to article

element code applications". Journal of Verification, Validation and Uncertainty Quantification. 5 (4): 041002. doi:10.1115/1.4049037. Cole, Kevin; Beck, James;

Internet of Military Things (4,469 words) [view diff] exact match in snippet view article find links to article

should perceive and act whenever it enters a new environment. Uncertainty quantification models have also generated interest in IoBT research since the

European Study Groups with Industry (1,101 words) [view diff] exact match in snippet view article find links to article

Mathematics in the Plant Sciences Study Groups, the environment, uncertainty quantification and agriculture. The academics work on the problems for free.

Kernel density estimation (4,449 words) [view diff] exact match in snippet view article find links to article

R. (2010). "A data-driven stochastic collocation approach for uncertainty quantification in MEMS" (PDF). International Journal for Numerical Methods in

Gaussian process (5,294 words) [view diff] case mismatch in snippet view article find links to article

Ellermann, Katrin; von der Linden, Wolfgang (2019-12-31). "Bayesian Uncertainty Quantification with Multi-Fidelity Data and Gaussian Processes for Impedance

Aleksandra Mojsilovic (1,717 words) [view diff] case mismatch in snippet view article find links to article

Explainability 360". aix360.mybluemix.net. Retrieved 2021-11-28. "Uncertainty Quantification 360". uq360.mybluemix.net. Retrieved 2021-11-28. "IBM announces

Inner product space (7,050 words) [view diff] case mismatch in snippet view article find links to article

"Appendix B: Probability theory and functional spaces" (PDF). Uncertainty Quantification with Applications to Engineering Problems (PhD). Technical University

Support vector machine (8,433 words) [view diff] exact match in snippet view article find links to article

feature modeling, automatic hyperparameter tuning, and predictive uncertainty quantification. Recently, a scalable version of the Bayesian SVM was developed

Noel Cressie (1,482 words) [view diff] exact match in snippet view article find links to article

science in the area of environmental informatics, emphasizing uncertainty quantification and using tools from the fields of Statistics, Mathematics, Computing

Hans Petter Langtangen (1,416 words) [view diff] exact match in snippet view article find links to article

cerebrospinal fluid flow in the brain and spine as well as methods for uncertainty quantification. Langtangen was involved in the newly established Centre for Integrative

Michael Oppenheimer (2,336 words) [view diff] exact match in snippet view article find links to article

Christopher M.; Cooke, Roger M. (May 2016). "Expert judgement and uncertainty quantification for climate change". Nature Climate Change. 6 (5): 445–451. Bibcode:2016NatCC

Monte Carlo method (9,816 words) [view diff] exact match in snippet view article find links to article

A.; Nasser, R.; Sampaio, R.; Lopes, H.; Breitman, K. (2014). "Uncertainty quantification through the Monte Carlo method in a cloud computing setting".

Verification and validation of computer simulation models (2,350 words) [view diff] exact match in snippet view article find links to article

models through the processes of verification, validation, and uncertainty quantification. ASME V&V 10.1 provides a detailed example to illustrate the concepts

Éric Moulines (744 words) [view diff] exact match in snippet view article find links to article

Bayesian inference from large scale models, with applications in uncertainty quantification in statistical learning. Elected member of the French Academy

Lew Allen Award (2,622 words) [view diff] exact match in snippet view article find links to article

For outstanding accomplishments in research and development of uncertainty quantification approaches for atmospheric retrievals. Laura Kerber, For exceptional

Structured expert judgment: the classical model (2,721 words) [view diff] exact match in snippet view article find links to article

the predicate “expert” is a guarantee of quality with regard to uncertainty quantification. There is however, a bright side: 93 of the 320 experts would

Solar updraft tower (5,427 words) [view diff] exact match in snippet view article find links to article

simulation has been evaluated by verification, validation, and uncertainty quantification (VVUQ) of computer simulations by American Society of Mechanical

Amir AghaKouchak (1,622 words) [view diff] exact match in snippet view article find links to article

satellite datasets against observations. He authored a paper on uncertainty quantification of remotely sensed radar rainfall data using a non-Gaussian copula-based

Isaac Elishakoff (2,428 words) [view diff] case mismatch in snippet view article find links to article

Aumann,Springer ISBN 3031404181, 2023. Elishakoff I., Multifaceted Uncertainty Quantification: Embracing Random, Fuzzy, and Uncertain-but-Bounded Variables

Generalized additive model (5,514 words) [view diff] exact match in snippet view article find links to article

boosting, although this typically requires bootstrapping for uncertainty quantification. GAMs fit using bagging and boosting have been found to generally

Climate variability and change (11,341 words) [view diff] case mismatch in snippet view article find links to article

90..311T. doi:10.1175/2008BAMS2634.1. Smith, Ralph C. (2013). Uncertainty Quantification: Theory, Implementation, and Applications. Computational Science

Floating-point arithmetic (14,079 words) [view diff] case mismatch in snippet view article find links to article

Science and Engineering (PDF). IFIP/SIAM/NIST Working Conference on Uncertainty Quantification in Scientific Computing, Boulder, CO. p. 33. Archived (PDF) from

Ezio Todini (1,677 words) [view diff] exact match in snippet view article find links to article

sciences into a new level of distributed hydrologic modelling, uncertainty quantification, and optimal parameter estimation via Kalman filtering. His Mutually

Dragon king theory (4,118 words) [view diff] exact match in snippet view article find links to article

to be substantial uncertainty. Thus, one should be diligent in uncertainty quantification: not only considering the randomness present in the fitted stochastic

Allocation (oil and gas) (4,707 words) [view diff] exact match in snippet view article

characteristics to achieve a more accurate allocation as well as uncertainty quantification. This is particularly beneficial for allocation accuracy when

Self-powered dynamic systems (990 words) [view diff] case mismatch in snippet view article find links to article

Owhadi, Self-Powered Dynamic Systems in the Framework of Optimal Uncertainty Quantification, ASME Journal of Dynamic Systems, Measurement, and Control, Volume