Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows.
Mayeul AubinCarolina Cuesta-LázaroEthan TregidgaJavier ViañaCecilia GarraffoIouli E. GordonMercedes López-MoralesRobert J. HargreavesVladimir Yu. MakhnevJeremy J. DrakeDouglas P. FinkbeinerPhillip CargilePublished in: CoRR (2023)
Keyphrases
- database
- data sets
- data analysis
- training data
- data structure
- statistical analysis
- data points
- complex data
- raw data
- data distribution
- spatial data
- synthetic data
- data processing
- data sources
- image data
- input data
- data model
- prior knowledge
- high dimensional data
- relational databases
- sensor data
- high dimensional
- association rules
- document retrieval
- feature space
- data quality
- belief networks
- information retrieval