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Physics-informed symbolic regression for tool wear and remaining useful life predictions in manufacturing

Seul Ki Han, Utsav Awasthi, George M. Bollas

2025Journal of Manufacturing Systems17 citationsDOIOpen Access PDF

Topics & Concepts

Symbolic regressionRegressionRegression analysisLinear regressionEngineeringIndustrial engineeringStatistical physicsEconometricsComputer scienceMechanical engineeringMathematicsStatisticsPhysicsArtificial intelligenceGenetic programmingMachine Learning in Materials ScienceNeural Networks and ApplicationsAdvanced machining processes and optimization
Physics-informed symbolic regression for tool wear and remaining useful life predictions in manufacturing | Litcius