A usability case study of algorithmic differentiation tools on the ISSM ice sheet model.
Alexander HückChristian H. BischofMax SagebaumNicolas R. GaugerBenjamin JurgelucksEric Y. LarourGilberto PerezPublished in: Optim. Methods Softw. (2018)
Keyphrases
- case study
- probabilistic model
- mathematical model
- formal model
- neural network
- sensitivity analysis
- hierarchical structure
- computational model
- cost function
- probability distribution
- em algorithm
- model selection
- theoretical analysis
- prior knowledge
- theoretical framework
- objective function
- statistical model
- experimental data
- artificial intelligence
- machine learning
- database