Application of a physics-informed neural network to solve the steady-state Bratu equation arising from solid biofuel combustion theory
Vahid Reza Hosseini, Abbasali Abouei Mehrizi, Afşin Güngör, Hamid Hassanzadeh Afrouzi
Topics & Concepts
Artificial neural networkDiscretizationCollocation (remote sensing)Partial differential equationRange (aeronautics)Function (biology)Boundary value problemApplied mathematicsMathematical optimizationDifferential equationCombustionComputer scienceMathematicsMathematical analysisArtificial intelligenceEngineeringMachine learningAerospace engineeringEvolutionary biologyBiologyChemistryOrganic chemistryFractional Differential Equations SolutionsModel Reduction and Neural NetworksNanofluid Flow and Heat Transfer