January 28, 2024 Compiled on January 28, 2024 at 4:58am

1 Installing sympy 1.10.1 on Ubuntu

2 How to solve a ﬁrst order ODE?

3 How to solve a ﬁrst oder ODE with initial condition?

4 How to solve a second order ODE?

5 How to solve and ODE and convert the result to latex string?

6 How to solve a PDE in sympy?

7 How to check if something is derivative?

8 How to ﬁnd function name and its arguments in a proc?

2 How to solve a ﬁrst order ODE?

3 How to solve a ﬁrst oder ODE with initial condition?

4 How to solve a second order ODE?

5 How to solve and ODE and convert the result to latex string?

6 How to solve a PDE in sympy?

7 How to check if something is derivative?

8 How to ﬁnd function name and its arguments in a proc?

Installing Python 3.10 and sympy 1.10.1 was very tricky. First Ubuntu 20.04 came with Python 3.8 and it was struggle to make it use Python 3.10 instead. After 2 hrs trying many commands, ﬁnally it seems to be using 3.10 now. Next did the following

>which python /bin/python >python --version Python 3.10.4

Now

` python -m pip install sympy`

Gives

Defaulting to user installation because normal site-packages is not writeable Collecting sympy Using cached sympy-1.10.1-py3-none-any.whl (6.4 MB) Collecting mpmath>=0.19 Using cached mpmath-1.2.1-py3-none-any.whl (532 kB) Installing collected packages: mpmath, sympy Successfully installed mpmath-1.2.1 sympy-1.10.1

And now

>python Python 3.10.4 (main, Mar 24 2022, 16:12:56) [GCC 9.4.0] on linux Type "help", "copyright", "credits" or "license" for more information. >>> import sympy >>> sympy.__version__ '1.10.1'

Solve \( y'(x)=1+2 x\) for \(y(x)\)

from sympy import * x = symbols('x') y = Function('y') ode = Eq(Derivative(y(x),x),1+2*x) sol = dsolve(ode,y(x)) # Eq(y(x), C1 + x**2 + x) checkodesol(ode,sol) # (True, 0) if checkodesol(ode,sol)[0]==True: print ('verified solution OK')

Solve \( y'(x)=1+2 x\) for \(y(x)\) with \(y(0)=3\)

import sympy x = sympy.symbols('x') y = sympy.Function('y') ode = sympy.Eq(sympy.Derivative(y(x),x),1+2*x) sol = sympy.dsolve(ode,y(x),ics={y(0):3}) # Eq(y(x), x**2 + x + 3) sympy.checkodesol(ode,sol) # (True, 0)

Solve \( 9 y{\left (x \right )} + \frac {d^{2}}{d x^{2}} y{\left (x \right )} = 0\)

from sympy import Function,dsolve,Derivative,Eq x=sympy.symbols('x') y=sympy.symbols('y', cls=Function) ode=Eq(Derivative(y(x), x, x) + 9*y(x),0) dsolve(ode, y(x))

gives

\[ y{\left (x \right )} = C_{1} \sin {\left (3 x \right )} + C_{2} \cos {\left (3 x \right )} \]

Solve \( y'(x)=1+2 x\) for \(y(x)\) with \(y(0)=3\)

import sympy x = sympy.symbols('x') y = sympy.Function('y') ode = sympy.Eq(sympy.Derivative(y(x),x),1+2*x) sol = sympy.dsolve(ode,y(x),ics={y(0):3}) # Eq(y(x), x**2 + x + 3) sympy.latex(sol)

\[ y{\left (x \right )} = x^{2} + x + 3 \]

PDE solving is still limited in sympy. Here is how to solve ﬁrst order pde

Solve \( u_t(x,t)=u_x(x,t)\)

import sympy as sp x,t = sp.symbols('x t') u = sp.Function('u') pde = sp.Eq( sp.diff(u(x,t),t) , sp.diff(u(x,t),x)) sol = sp.pdsolve(pde) sp.latex(sol)

\[ u{\left (x,t \right )} = F{\left (t + x \right )} \]

import sympy x = sympy.symbols('x') y = sympy.Function('y') expr = sympy.Derivative(y(x),x) type(expr) is sympy.Derivative #True if type(expr) is sympy.Derivative: print("yes") #yes

This also works, which seems to be the more prefered way

isinstance(expr,sympy.Derivative) #True

Suppose one passes \(y(x)\) to a function, and the function wants to ﬁnd the name of this function and its argument. Here is an example

def process(the_function): print("the function argument is ", the_function.args[0]) print("the function name itself is ", the_function.name) import sympy x = sympy.symbols('x') y = sympy.Function('y') process(y(x))

This prints

the function argument is x the function name itself is y