# Probabilistic and Robust Engineering Design

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/probabilistic-and-robust-engineering-design-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 1,199,099 |
| Description | This cluster of papers focuses on uncertainty quantification and sensitivity analysis in complex mathematical and computational models. It explores methods such as polynomial chaos, Monte Carlo simulation, and sparse grids to assess and manage uncertainties in various engineering and scientific applications. The research also delves into topics like global sensitivity indices, reliability analysis, stochastic differential equations, and probabilistic design optimization. |
| Domain | Social Sciences |
| Field | Decision Sciences |
| OpenAlex ID | https://openalex.org/T10928 |
| Works | 76,273 |

## Topic researchers

Showing 12 of 20.

- [Donald B. Rubin](https://scholariq.org/researchers/donald-b-rubin/)
- [Trevor Hastie](https://scholariq.org/researchers/trevor-hastie/)
- [Michael I. Jordan](https://scholariq.org/researchers/michael-i-jordan/)
- [Stephen Boyd](https://scholariq.org/researchers/stephen-boyd/)
- [Robert F. Engle](https://scholariq.org/researchers/robert-f-engle/)
- [Andrew Gelman](https://scholariq.org/researchers/andrew-gelman/)
- [James J. Collins](https://scholariq.org/researchers/james-j-collins/)
- [Emmanuel J. Candès](https://scholariq.org/researchers/emmanuel-j-candes/)
- [Mark C.M. van Loosdrecht](https://scholariq.org/researchers/mark-c-m-van-loosdrecht/)
- [Eric R. Ziegel](https://scholariq.org/researchers/eric-r-ziegel/)
- [W.H. Wilson Tang](https://scholariq.org/researchers/w-h-wilson-tang/)
- [George Em Karniadakis](https://scholariq.org/researchers/george-em-karniadakis/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.