Hello all, I am trying to use a Bayesian Neural Network (BNN) to model the stress-strain response of a group of materials. The training data consists of a Xnorm (= \lambda_1, inputs) and Ynorm (= \sigma_1, outputs). Xnorm varies from -0.5 to 0.5, and, for each Xnorm, Ynorm varies with some distribu…

Bayesian Neural Network captures the mean response but not the variance in the training data

vtac June 22, 2021, 12:26am 10

Does anyone have any opinions on why this might be happening?

Topic		Replies	Views
Bayesian neural network regression Questions	0	895	June 26, 2018
Bayesian Neural Network - No convergence Questions	7	1424	July 8, 2019
About Bayesian Neural Network Questions	1	921	February 12, 2018
Not able to obtain Predicted values in Bayesian neural network Questions	3	1685	September 24, 2018
Predicting Bayesion NN does not work with variational api Questions	0	550	April 23, 2019