代写EEEMEM0024 APPLIED ML FOR ENGINEERING代做留学生Matlab编程

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EEEMEM0024 APPLIED ML FOR ENGINEERING - 2025/26

Coursework Assignment

1 Introduction

Briefly introduce the context and problem statement with main hypotheses.... This is an example of a citation [1].

2 Dataset description and ml motivation

Describing the dataset, its complexity, and motivation for using ML. Why do you need to use ML? Advantages and disadvantages compared against other approaches (ULO 1)

3 Model choice

Justify the choice of a model comparatively in the context of the given problem (ULO 2)

Describe the model architecture and set of hyperparameters (ULO 2)

4 Data pre-processing

Method to improve and set the dataset up for the analysis with the chosen ML method (ULO 1)

5 Optimisation procedure

Description of the optimisation procedure and metrics used for the evaluation of the method (ULO 3)

Eq. (2) is an example of an equation in Word:

E = mc2 (1)

where E is the energy, m denotes the mass, and c represents the speed of light. And Eq. (2) is an example of an equation in Word:

E = mc2 (2)

where E is the energy, m denotes the mass, and c represents the speed of light.

6 Results

Reporting results from both optimisation procedure and optimal model (ULO 3).

Table 1 and Fig. 1 are examples of how to introduce both figures and tables.

Qwat (kW)

Qoil (kW)

v (m/s)

U (W/m2)

ΔTml oil (°C)

ΔTml water (°C)

0.0627

0.0632

0.0264

48.5182

33.0510

3.4852

0.0878

0.0751

0.0584

46.5781

35.5793

4.2556

0.1128

0.0085

0.4173

68.5792

15.8763

8.5493

0.1881

0.0054

0.4687

12.5783

90.4578

9.4896

0.1254

0.1475

0.6782

92.2585

58.0547

4.5982

TABLE 1.

Example of table.

7 Discussion

Appraisal of the model results and its direct application, including repeatability (ULO 3)

How would you improve this model to get significantly better results? (ULO 1–2)

Fig. 1. Example of an arbitrary figure.

8 Conclusions

Concise summary followed by 2-3 main conclusions, preferably in a list:

• First conclusion.

• Second conclusion.

Acknowledgements

Disclose any use of Generative AI, what you used it for, and the model/bot you have used.

References

[1] P. J. Antsaklis et al., “Neural networks for control systems,” IEEE Transactions on Neural Networks, vol. 1, no. 2, pp. 242–244, 1990.


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