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Dr. Veerababu Dharanalakota


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2D Helmholtz PINNs Solver - Circular Domain
PINNs formulation to predict the acoustic field in circular domain using PINNs.

5 mois il y a | 7 téléchargements |

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1D Acoustics with Mean Flow and Temperature Gradients-PINNs
PINNs formulation to predict the 1-D acoustic field in a uniform duct with mean flow and temperature gradients.

5 mois il y a | 3 téléchargements |

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1D Acoustics with Temperature Gradients using PINNs
PINNs formulation to predict the 1-D acoustic field in a uniform duct with axial temperature gradient.

5 mois il y a | 4 téléchargements |

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1D Acoustics with Mean Flow using PINNs
PINNs formulation to predict the 1-D acoustic field in a uniform duct with mean flow.

5 mois il y a | 2 téléchargements |

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1D Helmholtz PINNs Solver
Solve the 1D Helmholtz equation using Physics-Informed Neural Networks (PINNs) in MATLAB.

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Question


Not able to calculate gradient of loss function in a neural network program
Hi, I am trying to solve a phisics-informed neural network problem in which I constructed a loss function as follows function...

plus de 2 ans il y a | 2 réponses | 0

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Complex number gradient using 'dlgradient' in conjunction with neural networks
Hello All, I am trying to find the gradient of a function , where is a complex-valued constant, is a feedforward neural netwo...

plus de 2 ans il y a | 1 réponse | 0

1

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Question


Does the latest version of MATLAB support fmincon with gpuarray?
Hi, I am using fmincon() with Hessian approximation 'lbfgs' to train my network. By default the network is getting trained usin...

presque 3 ans il y a | 1 réponse | 0

1

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L-BFGS algorithm for Physics-informed neural networks
Hi, I am trying to solving ODEs using neural networks. I am using adamupdate function to train the network. I would like to try...

plus de 3 ans il y a | 1 réponse | 0

1

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