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Jupyter notebooks of the exercises given in the course of Experimental Methods in the year 2020

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Experimental Methods 2020

This repository contains my solutions to the homework assigned in the course "Experimental Methods" which I attended during my first year of the Master Course in Physics. The main topics are:

Topic 1 Topic 2 Topic 3

Programs needed:

Some mathematical computation

For pdf exporting

Homework assignment:

Exercise 01 - Sampling Theorem

28 September 2020

This exercise aimed at explaining the critical point of choosing the right sampling frequency when performing a Shannon interpolation. The main difficulty of this exercise was to move from the theory to a practical application.

For this exercise is provided a Mathematica Notebook, but only the Jupyter notebook will be updated and corrected.


Exercise 02 - Pendulum

13 October 2020

This exercise aimed to be an introduction to linearization and to linear system. There were no intrinsic difficulties, but an oversight of mine lead to me doing all the calculation by hand. Apart from that the exercise was carried out without major problems.


Exercise 03 - Pressure Transducer

20 October 2020

This exercise was an introduction to feedback loops and linearization limits.


Exercise 04 - Bolometer

27 October 2020

This exercise was made more difficult than expected due to a slip on the given value of the parameters. This made the in-classroom discussion hard to follow. The jupyter notebook is very similar to the one submitted and may contain some errors.


Exercise 05 - Thermal Noise

4 November 2020

This exercise aimed at consolidating the use of PSD when dealing with noise. The first exercise was a simplified model for the Resonant Gravitational Wave Detector AURIGA while the second was an electric circuit.


Exercise 06 - Charge Detector

10 November 2020

The purpose of this exercise was to apply Wiener's optimal filter to a charge detector in order to evaluate the minimum charge detectable. It gave a practical interpretation of both the PSD and Wiener's mean square error. It further helped in understanding how to interpret a noise plot and how to get the most information out of it.


Exercise 07 - Radio-telescope

24 November 2020


Exercise 08 - Mach-Zender interferometer motion sensor

1 December 2020



Before the exam a series of exercises were given in order to test our understanding. No discussion regarding these exercises was held so there may be some errors or miss misinterpretation.

Exercise for the Exam 01 - Pressure Transducer

This exercise is the same as "Exercise 03 - Pressure Transducer" and therefore no solution will be uploaded.


Exercise for the Exam 02 - Infrared Laser Beam

This exercise was mainly a review of some known concept, although the need to understand the underlying stochastic process was a nice twist that made the exercise not trivial.


Exam Simulation - June 2020


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