\[\newcommand{\vect}[1]{\mathbf{#1}} \newcommand{\uvect}[1]{\hat{#1}} \newcommand{\abs}[1]{\lvert#1\rvert} \newcommand{\norm}[1]{\lVert#1\rVert} \newcommand{\I}{\mathrm{i}} \newcommand{\ket}[1]{\left|#1\right\rangle} \newcommand{\bra}[1]{\left\langle#1\right|} \newcommand{\braket}[1]{\langle#1\rangle} \newcommand{\Braket}[1]{\left\langle#1\right\rangle} \newcommand{\op}[1]{\mathbf{#1}} \newcommand{\mat}[1]{\mathbf{#1}} \newcommand{\d}{\mathrm{d}} \newcommand{\D}[1]{\mathcal{D}[#1]\;} \newcommand{\pdiff}[3][]{\frac{\partial^{#1}#2}{\partial{#3}^{#1}}} \newcommand{\diff}[3][]{\frac{\d^{#1} #2}{\d{#3}^{#1}}} \newcommand{\ddiff}[3][]{\frac{\delta^{#1} #2}{\delta{#3}^{#1}}} \newcommand{\floor}[1]{\left\lfloor#1\right\rfloor} \newcommand{\ceil}[1]{\left\lceil#1\right\rceil} \DeclareMathOperator{\Tr}{Tr} \DeclareMathOperator{\erf}{erf} \DeclareMathOperator{\erfi}{erfi} \DeclareMathOperator{\sech}{sech} \DeclareMathOperator{\sn}{sn} \DeclareMathOperator{\cn}{cn} \DeclareMathOperator{\dn}{dn} \DeclareMathOperator{\sgn}{sgn} \DeclareMathOperator{\order}{O} \DeclareMathOperator{\diag}{diag} \newcommand{\mylabel}[1]{\label{#1}\tag{#1}} \newcommand{\degree}{\circ} \]
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Physics 581: Physics Inspired Computational Techniques
Contents:
Getting Started
Syllabus
Prerequisites and Resources
Assignment Instructions
Prerequisites and Resources
Readings
Plotting
Assignments
Assignment Instructions
Assignment 0: Introduction
Assignment 1: Monty Hall etc.
Assignment 2: IVPs and ODEs
Assignment 4: Chaos and Lyapunov Exponents
Assignment 5: Modeling Data
API Reference
phys_581_2021
assignment_0
assignment_1
derivative
lambertw
play_monty_hall
zeta
assignment_2
solve_ivp_abm
solve_ivp_euler
solve_ivp_rk4
step_rk45
OdeResult
assignment_4
compute_lyapunov
plotting
corner_plot
Other Content:
Notes
Globally Convergent Newton’s Method
Model Fitting
Model Fitting Details
Model Fitting E.g. 1: Cosine
Model Fitting E.g. 1: Cosine
Model Fitting E.g. 1b: MCMC
Random Variables
Project Ideas
Instructor Notes
CoCalc
Class Log
Includes (for autobuild):
Physics 581: Physics Inspired Computational Techniques
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repository
Index
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C
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D
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F
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G
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I
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K
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L
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M
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O
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P
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S
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U
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V
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Z
_
__init__() (OdeResult method)
C
clear() (OdeResult method)
compute_lyapunov() (in module phys_581_2021.assignment_4)
copy() (OdeResult method)
corner_plot() (in module phys_581_2021.plotting)
D
derivative() (in module phys_581_2021.assignment_1)
F
fromkeys() (OdeResult method)
G
get() (OdeResult method)
I
items() (OdeResult method)
K
keys() (OdeResult method)
L
lambertw() (in module phys_581_2021.assignment_1)
M
module
phys_581_2021
phys_581_2021.assignment_0
phys_581_2021.assignment_1
phys_581_2021.assignment_2
phys_581_2021.assignment_4
phys_581_2021.plotting
O
OdeResult (class in phys_581_2021.assignment_2)
P
phys_581_2021
module
phys_581_2021.assignment_0
module
phys_581_2021.assignment_1
module
phys_581_2021.assignment_2
module
phys_581_2021.assignment_4
module
phys_581_2021.plotting
module
play_monty_hall() (in module phys_581_2021.assignment_1)
pop() (OdeResult method)
popitem() (OdeResult method)
S
setdefault() (OdeResult method)
solve_ivp_abm() (in module phys_581_2021.assignment_2)
solve_ivp_euler() (in module phys_581_2021.assignment_2)
solve_ivp_rk4() (in module phys_581_2021.assignment_2)
step_rk45() (in module phys_581_2021.assignment_2)
U
update() (OdeResult method)
V
values() (OdeResult method)
Z
zeta() (in module phys_581_2021.assignment_1)