Prediction Of Two-Phase Heat Transfer Coefficients Using Artificial Neural Networks
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Course sections

Section 1
Week 1
1
Introduction to heat exchanger rating and design.
2
Introduction to ML/ANN
Section 2
Week 2
1
Basics of Two-Phase heat transfer coefficients and overview of existing correlations
Section 3
Week 3
1
Introduction to MATLAB/FORTRAN/PYTHON of your choice and writing simple codes in any of the above language
Section 4
Week 4
1
Working on literature and gathering experimental data and pre-processing of data
Section 5
Week 5
1
Building ANN Models using Keras and getting regression models for the Data
Section 6
Week 6
1
Analysing Results and Comparing with Existing Models and post processing of Results
Section 7
Week 7
1
Report Creation and Submission

Week 4

Working on literature and gathering experimental data and pre-processing of data

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