HPAC-ML: A Programming Model for Embedding ML Surrogates in Scientific Applications.
Zane FinkKonstantinos ParasyrisPraneet RathiGiorgis GeorgakoudisHarshitha MenonPeer-Timo BremerPublished in: CoRR (2024)
Keyphrases
- mathematical model
- formal model
- probabilistic model
- em algorithm
- high level
- expert systems
- cost function
- programming language
- maximum likelihood
- prediction model
- information retrieval
- bayesian framework
- vector space
- hierarchical structure
- theoretical framework
- parameter estimation
- object oriented
- digital images
- objective function
- case study