MATERIALS SCIENCE AND ENGINEERING -PACK
MATERIALS SCIENCE AND ENGINEERING -PACK
10th Edition
ISBN: 9781119721857
Author: Callister
Publisher: WILEY
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Chapter 6, Problem 43QAP
To determine

The elongation in the material.

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Build a model on the data using the below hyperparameters The number of neurons in the first, second, third, and fourth layers should be 128,64,64 and 32 respectively. Use ReLu as an Activation function in Input and Hidden layers Adam as Optimizer with 1e-3 as learning rate Build the model on 200 Epochs with batch_size=128 What is the accuracy of the model on the training data? Note  Do not use stratify sampling and Callbacks. The given dataset is scaled, so please don't scale the data again.
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A continuous column flash system is separating 100 kmol/h of a saturated liquid feed that is 45 mol% methanol and 55 mol% water at 1.0 atm. Operate with L/V = 1.5 and the outlet bottoms at xN = 0.28.  Find the values of FL, FV, y1, and the number of equilibrium stages required. Find the value of Q used to vaporize FV. For a normal flash with the same feed and the same V/F, find the values of x and y.
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