Homework 1 (Due 23 Jan)
Grading Breakdown
- Individual Exercise (10 points) - Ex 0
- Pencil and Paper Exercises (60 points) - Ex 1-5
- Numerical Exercise (40 points) - Ex 6
Practicalities about homeworks
- Individual exercises. You must work alone on these exercises and hand in your own answers. This should be submitted on D2L only (Homework 1 Exercise 0). Individual exercises are marked with “Individual Exercise” in the title and are counted separately from the rest of the homework.
- For pencil and paper, or numerical exercises, you may work in groups of up to 3. If you work as a pair/group you may hand in one answer only if you wish. Remember to write your name(s)! These exercises are marked with “Pencil and Paper Exercises” or “Numerical Exercise” in the title, and are counted together for the homework grade.
- Beyond the group you work on homework with, you may collaborate with others to discuss concepts and approaches, but you must write up your own answers (alone or as a group of 3).
- Homeworks are available approximately ten days before the deadline. You should anticipate this work.
- How do I(we) hand in? You can hand in the paper and pencil exercises as a single scanned PDF document. For this homework this applies to exercises 1-5. Your jupyter notebook file should be converted to a PDF file, attached to the same PDF file as for the pencil and paper exercises. All files should be uploaded to Gradescope.
- Make sure your work is legible. If we cannot read it, we cannot grade it.
Individual Exercise (Submit on D2L only)
Exercise 0 (10 pt), Physics as Work: Whose Labor Builds “Foundations”?
You have just begun a course that often presents physics as a set of timeless laws discovered by a small number of brilliant individuals. In fact, much of the collective history of physics has been framed this way, often omitting the contributions of many people whose labor made those discoveries possible. It’s an unfortunate but common narrative that can shape how we think about who does physics and how it is done. All scientific work, including physics, happens within workplaces, institutions, and economies. Physics is no more apolitical than any other human endeavor. We define politics broadly here to include questions of power, labor, resources, and social context.
To be clear, politics are not distractions from “real” physics; they are part of how physics is made and understood.
Physics is the Work of Many
Image credit: Wikimedia Commons, Public Domain
The photo above shows part of the team that operates the Vera C. Rubin Observatory in Chile. The observatory is named after Vera Rubin, whose pioneering work on galaxy rotation curves provided some of the first evidence for dark matter. But as you can see, many people are involved in making the observatory work, from scientists to engineers to technicians to support staff. Their collective labor is essential for the observatory to function and for the scientific discoveries it will enable.
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1a (4pt): In ~250 words, reflect on an example of “foundational work” in physics you already knew before this course (e.g., Newton, Galileo, Kepler, Maxwell). Describe where you first learned the story and how it framed the scientist — as lone genius, heroic figure, careful observer, etc. then discuss how that framing shaped your impressions of physics as a field of study.
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1b (3pt): In ~250 words, identify the forms of hidden, collective, or material labor that such stories often omit (instrument makers, calculators, students, artisans, workers who built observatories, printers who circulated texts, etc.). Connect this to your first impressions of the field as you enter PHY321. How does recognizing this labor change your understanding of how physics is done?
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1c (3pt): In ~250 words, propose a way physics education could better represent the collective and material labor that makes scientific discovery possible. What would that change about how you imagine yourself participating in physics? How might it change how others see the field?
Submit your answers on D2L through the assignment titled “HW1 Exercise 0”.
Pencil and Paper Exercises (Submit on Gradescope only)
Exercise 1 (15 pt), math reminder, properties of exponential function
The first exercise is meant to remind ourselves about properties of the exponential function and imaginary numbers. This is highly relevant later in this course when we start analyzing oscillatory motion and some wave mechanics. The discovery relating trigonometric functions and exponential functions is attributed to Leonhard Euler (1707-1783). There’s two great books on the development formula, its importance to math and science, its applications:
- Paul J. Nahin, Dr. Euler’s Fabulous Formula: Cures Many Mathematical Ills, Princeton University Press (2006)
- David Stipp, A Most Elegant Equation: Euler’s Formula and the Beauty of Mathematics, Basic Books (2017)
If videos are more your thing, these two YouTube videos from MetaMaths and Veritasium are worth a watch. They both cover the history of complex numbers, the Veritasium videos is quite a bit longer.
📺 The True History of Complex Numbers
A quick history of where complex numbers come from. Watch this before attempting parts (a)–(d).
📺 How Imaginary Numbers Were Invented
A deeper dive into the development of imaginary numbers and their role in mathematics and physics. Great context for understanding why these are fundamental tools in oscillatory physics.
As physicists we should feel comfortable with expressions that include $\exp{(\imath \omega t)}$ and $\exp{(\imath 2\pi f t)}$. Here $t$ could be interpreted as time and $\omega$/$f$ as a frequency. We know that $\imath = \sqrt(-1)$ is the imaginary unit number.
- 1a (4pt): Perform Taylor expansions in powers of $t$ of the functions $\cos{(2\pi f t)}$ and $\sin{(2\pi f t)}$. Show your work in producing those Taylor expansions. If you were to use $2\pi f t$ as the expansion parameter, would anything change? Think here about the coefficients of each term and where they come from in the different ways of doing the calculation.
- 1b (3pt): Perform a Taylor expansion of $\exp{(i2\pi f t)}$ again using $t$ as your expansion parameter. Show your work in producing that Taylor expansion.
- 1c (2pt): Using parts (a) and (b) here, you want make the mathematical argument that $\exp{(\imath2\pi f t)}=\cos{(2\pi f t)}+\imath\sin{(2\pi f t)}$, and what information from each Taylor series help you make that argument.
We avoid the word ‘proof’ here or the actions ‘prove’ or ‘show’ because we don’t often need formal mathematical proofs to communicate our understanding. That language might slip from time-to-time, but no formal mathematical proof is needed unless explicitly requested.
- 1d (2pt): How can you use your understanding of Taylor series to “show” that $\ln{(−1)} = \imath\pi$? Demonstrate that “proof.”
- 1e (4pt): Individual Example (One per partner) Show that you can prove another mathematical relationship (of your choosing) based on the properties you’ve discovered in this problem. Explain how your result connects to any of the results parts a-d. Remember, you are not expected to perform a formal proof. This long list of trigonometric identities might be a good place to start looking for inspiration.
Exercise 2 (15 pt), Vector algebra
As we have quickly realized, forces and motion in three dimensions are best described using vectors. Here we perform some elementary vector algebra that we wil need to have as tacit knowledge for the rest of the course. These operations are not typically taken with specific numbers, but rather with vectors in general. When we need to, we use the notation $\boldsymbol{a}=(a_x,a_y,a_z)$ for vectors in three dimensions.
To get us started the first two questions below include numerical values, but the third question expects you to use the general notation.
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2a (4pt) One of the many uses of the scalar product is to find the angle between two given vectors. Find the angle between the vectors $\boldsymbol{a}=(1,3,9)$ and $\boldsymbol{b}=(9,3,1)$ by evaluating their scalar product.
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2b (5pt) For a cube with sides of length 1, one vertex at the origin, and sides along the $x$, $y$, and $z$ axes, the vector of the body diagonal from the origin can be written $\boldsymbol{a}=(1, 1, 1)$ and the vector of the face diagonal in the $xy$ plane from the origin is $\boldsymbol{b}=(1,1,0)$. Find first the lengths of the body diagonal and the face diagonal. Use then part (2a) to find the angle between the body diagonal and the face diagonal. Make sure to include a sketch of your cube, the relevant vectors, and the angle you find.
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2c (6pt) Consider two arbitrary vectors in three dimensions, $\boldsymbol{a}=(a_x, a_y, a_z)$ and $\boldsymbol{b}=(b_x, b_y, b_z)$. Prove that the cross product $\boldsymbol{a} \times \boldsymbol{b}$ results in a vector that is perpendicular to both $\boldsymbol{a}$ and $\boldsymbol{b}$. Use the properties of the dot product and the cross product to support your proof. Include a diagram illustrating the vectors and their cross product.
📺 History of Vector Notation
The notation that we use for vectors was developed relatively recently in mathematical history. The development of calculus, geometry, and physics in the 17th century required new notations. This video explores the history of mathematical notation and how the discovery of Quaternions shaped our modern vector conventions. Optional but fascinating!
Exercise 3 (10 pt), More vector mathematics
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3a (2pt) Show (using the fact that multiplication of reals is distributive) that $\boldsymbol{a}\cdot(\boldsymbol{b}+\boldsymbol{c})=\boldsymbol{a}\cdot\boldsymbol{b}+\boldsymbol{a}\cdot\boldsymbol{c}$.
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3b (3pt) Use this result to argue that the small amount of work $dW$ done over a distance $d\mathbf{r}$ only results from $F_{\parallel}$ the force component along the instantaneous velocity $\mathbf{v}$ and not $F_{\perp}$, the component perpendicular to it. What about the full integral of the work $W = \int_P dW$ where $P$ is some path? From which force does the work get done by, $F_{\parallel}$, $F_{\perp}$, both, neither?
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3c (2pt) Show that (using product rule for differentiating reals) $\frac{d}{dt}(\boldsymbol{a}\cdot\boldsymbol{b})=\boldsymbol{a}\cdot\frac{d\boldsymbol{b}}{dt}+\boldsymbol{b}\cdot\frac{d\boldsymbol{a}}{dt}$
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3d (3pt) Use this to demonstrate that the time rate of change for the kinetic energy, $dK/dt$ for a circular orbiting object is zero. Start from definition of kinetic energy that uses the dot product: $K = 1/2 m \mathbf{v} \cdot \mathbf{v}.$ It might help to draw a sketch of the velocity, force, and acceleration vectors.
Exercise 4 (10 pt), Algebra of cross products
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4a (3pt) Show that the cross products are distribuitive $\boldsymbol{a}\times(\boldsymbol{b}+\boldsymbol{c})=\boldsymbol{a}\times\boldsymbol{b}+\boldsymbol{a}\times\boldsymbol{c}$.
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4b (2pt) Use this result to demonstrate that the sum of the torques about a single pivot for any number of forces $\mathbf{F}{i}$ is equal to the torque by the net force $\mathbf{F}{net}= \sum \mathbf{F}_{i}$. How might this simplify future work?
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4c (3pt) Show that $\frac{d}{dt}(\boldsymbol{a}\times\boldsymbol{b})=\boldsymbol{a}\times\frac{d\boldsymbol{b}}{dt}+\frac{d\boldsymbol{a}}{dt}\times \boldsymbol{b}$. Be careful with the order of factors.
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4d (2pt) Use this result to show what the time derivative of angular momentum can be reduced to. Start from $\mathbf{L} = \mathbf{r} \times \mathbf{p}$; you can assume $v$ is sufficiently small so that $\mathbf{p} = m \mathbf{v}$.
Exercise 5 (10 pt), Area of triangle and law of sines
The three vectors $\boldsymbol{a}$, $\boldsymbol{b}$, and $\boldsymbol{c}$ are the three sides of a triangle ABC. The angles $\alpha$, $\beta$, and $\gamma$ are the angles opposite the sides $\boldsymbol{a}$, $\boldsymbol{b}$, and $\boldsymbol{c}$, respectively as shown below.

(Figure: A triangle with sides $\boldsymbol{a}$, $\boldsymbol{b}$, and $\boldsymbol{c}$ and angles $\alpha$, $\beta$, and $\gamma$; reproduced from JRT.)
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5a (5pt) Show that the area of the triangle can be given by any of these three equivalent expressions: $A=\frac{1}{2}|\boldsymbol{a}\times\boldsymbol{b}|=\frac{1}{2}|\boldsymbol{b}\times\boldsymbol{c}|=\frac{1}{2}|\boldsymbol{c}\times\boldsymbol{a}|$.
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5b (5pt) Use the equality of the three expressions for the area of the triangle to show that $\frac{\sin{\alpha}}{a}=\frac{\sin{\beta}}{b}=\frac{\sin{\gamma}}{c}$, which is known as the Law of Sines.
Exercise 6 (40pt), Numerical elements, getting started with some simple data
This exercise needs to be worked on in a Jupyter notebook, but should be handed in as a PDF. Remember to write your name(s).
Our first numerical attempt will involve either reading data from file or just setting up two vectors, one for position and one for time. Our data are from video capture of Usain Bolt’s 2008 World Record Run.
📺 Usain Bolt's World Record 100m Sprint
Watch the record run! This is the data we’ll be analyzing. Pay attention to his acceleration and how it changes throughout the race.
The data show the time used in units of 10m.
| i | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| x[m] | 0 | 10 | 20 | 30 | 40 | 50 | 60 | 70 | 80 | 90 | 100 |
| t[s] | 0 | 1.85 | 2.87 | 3.78 | 4.65 | 5.50 | 6.32 | 7.14 | 7.96 | 8.79 | 9.69 |
Before we however venture into this, let’s make sure we understand the goal. We want to understand the kinematics of Usain’s run. That means to find the position, velocity, and acceleration as functions of time. Here we will use numerically computed differences from the table above.
$\mathbf{v}_{avg} = \dfrac{\mathbf{r}(t+dt)-\mathbf{r}(t)}{dt}$
At what time is $\mathbf{v}_{avg}$? About halfway between $t+dt$ and $t$!
So for this data do the following:
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6a (6pt) Read in the data from a file (you create it) or store the data in arrays.
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6b (6pt) Plot the position as function of time. What do you notice about the motion?
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6c (14pt) Compute the mean (average) velocity for every interval $i$; between two adjacent locations. Plot these two quantities as function of time. At what time should these be plotted? Comment your graph, what do you notice now about the motion?
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6d (14pt) Finally, compute and plot the mean acceleration for each interval (This is a new computed numerical difference between velocity data.). Again, comment your results. Can you see whether he slowed down during the last meters?
import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
## your code here
Extra Credit — Integrating Research
Earning and Submitting Your Summary
Earn up to 5 extra credit points per homework by engaging with MSU research activities. These points can boost your grade above 100% or help offset missed exercises.
Send via email to Danny caball14@msu.edu
Earn up to 5 extra credit points per homework by engaging with MSU research activities. These points can boost your grade above 100% or help offset missed exercises.
To receive full credit:
- Attend an MSU research talk (see approved clubs and seminars below).
- Write a summary of the talk (at least 150 words).
- Submit your summary with your homework (email to caball14@msu.edu).
Approved talks include:
- Society for Physics Students (SPS): Meets Monday nights (alternates with Astronomy Club)
- Astronomy Club: Meets Monday nights (alternates with SPS)
- Any physics and astronomy seminar of interest
- Any MSU research seminar/workshop relevant to physics (get approval if unsure)
- Any other physics-related event approved in advance
If you have questions, please contact Danny.
Note: You can earn 5% extra credit on each homework by attending a seminar, workshop, or other physics-related event and submitting a short reflection (about 150 words) on your experience.