# Probabilistic and Robust Engineering Design

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

## Facts

| Field | Value |
| --- | --- |
| 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 | t10928 |
| Works | 58 |

## Topic papers all

Showing 15 of 58.

- [Multi-objective optimization using genetic algorithms: A tutorial](https://scholariq.org/papers/multi-objective-optimization-using-genetic-algorithms-a-tutorial/)
- [Probability Concepts in Engineering Planning and Design](https://scholariq.org/papers/probability-concepts-in-engineering-planning-and-design/)
- [Reliability optimization of series-parallel systems using a genetic algorithm](https://scholariq.org/papers/reliability-optimization-of-series-parallel-systems-using-a-genetic-algorithm/)
- [On the estimation of transfer functions, regularizations and Gaussian processes—Revisited](https://scholariq.org/papers/on-the-estimation-of-transfer-functions-regularizations-and-gaussian-processes/)
- [A Monte-Carlo simulation approach for approximating multi-state two-terminal reliability](https://scholariq.org/papers/a-monte-carlo-simulation-approach-for-approximating-multi-state-two-terminal/)
- [A response surface method based on weighted regression for structural reliability analysis](https://scholariq.org/papers/a-response-surface-method-based-on-weighted-regression-for-structural/)
- [An Integrated Framework for Optimization Under Uncertainty Using Inverse Reliability Strategy](https://scholariq.org/papers/an-integrated-framework-for-optimization-under-uncertainty-using-inverse/)
- [Cold-standby redundancy optimization for nonrepairable systems](https://scholariq.org/papers/cold-standby-redundancy-optimization-for-nonrepairable-systems/)
- [On the Stability and Accuracy of Least Squares Approximations](https://scholariq.org/papers/on-the-stability-and-accuracy-of-least-squares-approximations/)
- [Reliability Engineering and Risk Analysis](https://scholariq.org/papers/reliability-engineering-and-risk-analysis-2/)
- [Penalty guided genetic search for reliability design optimization](https://scholariq.org/papers/penalty-guided-genetic-search-for-reliability-design-optimization/)
- [Generalized renewal process for analysis of repairable systems with limited failure experience](https://scholariq.org/papers/generalized-renewal-process-for-analysis-of-repairable-systems-with-limited/)
- [Optimization of constrained multiple-objective reliability problems using evolutionary algorithms](https://scholariq.org/papers/optimization-of-constrained-multiple-objective-reliability-problems-using/)
- [A robust desirability function method for multi-response surface optimization considering model uncertainty](https://scholariq.org/papers/a-robust-desirability-function-method-for-multi-response-surface-optimization/)
- [Measuring reliability under epistemic uncertainty: Review on non-probabilistic reliability metrics](https://scholariq.org/papers/measuring-reliability-under-epistemic-uncertainty-review-on-non-probabilistic/)

## Topic primary papers

Showing 15 of 25.

- [Probability Concepts in Engineering Planning and Design](https://scholariq.org/papers/probability-concepts-in-engineering-planning-and-design/)
- [A response surface method based on weighted regression for structural reliability analysis](https://scholariq.org/papers/a-response-surface-method-based-on-weighted-regression-for-structural/)
- [An Integrated Framework for Optimization Under Uncertainty Using Inverse Reliability Strategy](https://scholariq.org/papers/an-integrated-framework-for-optimization-under-uncertainty-using-inverse/)
- [Reliability Engineering and Risk Analysis](https://scholariq.org/papers/reliability-engineering-and-risk-analysis-2/)
- [Measuring reliability under epistemic uncertainty: Review on non-probabilistic reliability metrics](https://scholariq.org/papers/measuring-reliability-under-epistemic-uncertainty-review-on-non-probabilistic/)
- [A multi-objective genetic algorithm for robust design optimization](https://scholariq.org/papers/a-multi-objective-genetic-algorithm-for-robust-design-optimization/)
- [A New Deterministic Approach Using Sensitivity Region Measures for Multi-Objective Robust and Feasibility Robust Design Optimization](https://scholariq.org/papers/a-new-deterministic-approach-using-sensitivity-region-measures-for-multi/)
- [ELECTRE I Decision Model of Reliability Design Scheme for Computer Numerical Control Machine](https://scholariq.org/papers/electre-i-decision-model-of-reliability-design-scheme-for-computer-numerical/)
- [Use of multiple objective evolutionary algorithms in optimizing surveillance requirements](https://scholariq.org/papers/use-of-multiple-objective-evolutionary-algorithms-in-optimizing-surveillance/)
- [Robust fuzzy programming method for MRO problems considering location effect, dispersion effect and model uncertainty](https://scholariq.org/papers/robust-fuzzy-programming-method-for-mro-problems-considering-location-effect/)
- [Uncertainty propagation in flight performance of multirotor with parametric and model uncertainties](https://scholariq.org/papers/uncertainty-propagation-in-flight-performance-of-multirotor-with-parametric-and/)
- [ORTHOGONAL BASES FOR POLYNOMIAL REGRESSION WITH DERIVATIVE INFORMATION IN UNCERTAINTY QUANTIFICATION](https://scholariq.org/papers/orthogonal-bases-for-polynomial-regression-with-derivative-information-in/)
- [Computing Sobol indices in probabilistic graphical models](https://scholariq.org/papers/computing-sobol-indices-in-probabilistic-graphical-models/)
- [Sealing reliability modeling of aviation seal based on interval uncertainty method and multidimensional response surface](https://scholariq.org/papers/sealing-reliability-modeling-of-aviation-seal-based-on-interval-uncertainty/)
- [Reliability modeling and analysis for CNC machine tool based on meta‐action](https://scholariq.org/papers/reliability-modeling-and-analysis-for-cnc-machine-tool-based-on-meta-action/)

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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.