Litcius/Paper detail

Automated discovery of fundamental variables hidden in experimental data

Boyuan Chen, Kuang Huang, Sunand Raghupathi, Ishaan Chandratreya, Qiang Du, Hod Lipson

2022Nature Computational Science115 citationsDOI

Topics & Concepts

State variableHidden variable theoryComputer scienceState (computer science)Physical systemVariable (mathematics)VariablesProcess (computing)Observational studyDimension (graph theory)Variety (cybernetics)Machine learningData miningArtificial intelligenceMathematicsAlgorithmStatisticsPhysicsPure mathematicsQuantum mechanicsMathematical analysisOperating systemThermodynamicsQuantumModel Reduction and Neural NetworksAnomaly Detection Techniques and ApplicationsNuclear Engineering Thermal-Hydraulics
Automated discovery of fundamental variables hidden in experimental data | Litcius