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Approximate symbolic solutions to differential equations using a novel combination of Monte Carlo tree search and physics-informed neural networks approach

Hassan Dana Mazraeh, Kourosh Parand

2025Engineering With Computers11 citationsDOI

Topics & Concepts

Monte Carlo methodArtificial neural networkStatistical physicsApplied mathematicsTree (set theory)Computer scienceMonte Carlo tree searchMathematicsAlgorithmPhysicsArtificial intelligenceMathematical analysisStatisticsModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignNeural Networks and Applications
Approximate symbolic solutions to differential equations using a novel combination of Monte Carlo tree search and physics-informed neural networks approach | Litcius