Etalumis: bringing probabilistic programming to scientific simulators at scale.
Atilim Günes BaydinLei ShaoWahid BhimjiLukas Alexander HeinrichLawrence MeadowsJialin LiuAndreas MunkSaeid NaderipariziBradley Gram-HansenGilles LouppeMingfei MaXiaohui ZhaoPhilip H. S. TorrVictor W. LeeKyle Cranmer PrabhatFrank WoodPublished in: SC (2019)
Keyphrases
- probabilistic logic
- bayesian networks
- probabilistic model
- artificial intelligence
- probabilistic approaches
- generative model
- scientific disciplines
- data mining
- life sciences
- probabilistic reasoning
- scientific data
- programming language
- case study
- posterior probability
- information theoretic
- data driven
- programming environment
- information systems