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Feeds
Submitted
2D Helmholtz PINNs Solver - Circular Domain
PINNs formulation to predict the acoustic field in circular domain using PINNs.
5 months ago | 6 downloads |
Submitted
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 months ago | 6 downloads |
Submitted
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 months ago | 5 downloads |
Submitted
1D Acoustics with Mean Flow using PINNs
PINNs formulation to predict the 1-D acoustic field in a uniform duct with mean flow.
5 months ago | 4 downloads |
Submitted
1D Helmholtz PINNs Solver
Solve the 1D Helmholtz equation using Physics-Informed Neural Networks (PINNs) in MATLAB.
5 months ago | 11 downloads |
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...
2 years ago | 2 answers | 0
2
answersQuestion
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...
2 years ago | 1 answer | 0
1
answerQuestion
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...
3 years ago | 1 answer | 0
1
answerQuestion
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...
3 years ago | 1 answer | 0
