Litcius/Paper detail

Neural-network solutions to stochastic reaction networks

Ying Tang, Jiayu Weng, Pan Zhang

2023Nature Machine Intelligence30 citationsDOI

Topics & Concepts

Autoregressive modelOrdinary differential equationArtificial neural networkJoint probability distributionComputer scienceMaster equationStochastic differential equationState spaceProbability distributionApplied mathematicsMathematical optimizationDifferential equationMathematicsArtificial intelligencePhysicsStatisticsMathematical analysisQuantum mechanicsQuantumGene Regulatory Network AnalysisReceptor Mechanisms and SignalingEvolution and Genetic Dynamics