A software framework for probabilistic sensitivity analysis for computationally expensive models.
Nam Vu-BacTom LahmerXiaoying ZhuangTrung Nguyen-ThoiTimon RabczukPublished in: Adv. Eng. Softw. (2016)
Keyphrases
- sensitivity analysis
- computationally expensive
- probabilistic model
- influence diagrams
- modeling framework
- software systems
- managerial insights
- analysis tool
- bayesian framework
- model selection
- process model
- generative model
- software development
- source code
- variational inequalities
- decision variables
- case study
- software architecture
- open source
- bayesian networks
- independence assumption
- probabilistic modeling
- probabilistic approaches
- probabilistic formulation