Minor JOSS paper + bib edits (#240)

* minor bib and paper edits

* add pyo3 version

Ref: JOSS #9384

---------

Co-authored-by: Martin Robinson <martinjrobins@gmail.com>

Author: nkrusch

paper/paper.bib

@@ -1,7 +1,7 @@
 @software{cranelift,
   author = {{Bytecode Alliance}},
   title = {cranelift},
-  url = {https://wasmtime.dev/},
+  url = {https://wasmtime.dev},
   version = {0.115.1},
   date = {2025-03-13},
 }
@@ -17,7 +17,7 @@ @software{nalgebra
 @software{faer,
     author = {Sarah El Kazdadi},
     title = {faer-rs},
-    url = {https://faer-rs.github.io/},
+    url = {https://faer-rs.github.io},
     version = {0.1.0},
     date = {2025-03-13},
 }
@@ -35,7 +35,7 @@ @article{virtanen2020scipy
 }
 
 @article{shampine1997matlab,
-  title={The matlab ode suite},
+  title={The {MATLAB} {ODE} suite},
   author={Shampine, Lawrence F and Reichelt, Mark W},
   journal={SIAM journal on scientific computing},
   volume={18},
@@ -164,7 +164,9 @@ @article{tsitouras2011runge
 @software{PyO3_Project_and_Contributors,
 author = {{PyO3 Project and Contributors}},
 license = {["Apache-2.0", "MIT"]},
-url = {https://github.com/PyO3},
+url = {https://github.com/PyO3/pyo3},
+year = {2025},
+version = {v0.27.2},
 title = {{PyO3}}
 }
 

paper/paper.md

@@ -52,7 +52,7 @@ ODE solvers written in lower-level languages like C, Fortran or Rust offer signi
 
 The following solvers are available in `diffsol`:
 
-1. A variable order Backwards Difference Formulae (BDF) solver, suitable for stiff problems and singular mass matrices.  The basic algorithm is derived in [@byrne1975polyalgorithm], however this particular implementation follows that implemented in the Matlab routine ode15s [@shampine1997matlab] and the SciPy implementation [@virtanen2020scipy], which features the NDF formulas for improved stability
+1. A variable order Backwards Difference Formulae (BDF) solver, suitable for stiff problems and singular mass matrices.  The basic algorithm is derived in [@byrne1975polyalgorithm], however this particular implementation follows that implemented in the MATLAB routine ode15s [@shampine1997matlab] and the SciPy implementation [@virtanen2020scipy], which features the NDF formulas for improved stability.
 2. A Singly Diagonally Implicit Runge-Kutta (SDIRK or ESDIRK) solver, suitable for moderately stiff problems and singular mass matrices. Two different butcher tableau are provided, TR-BDF2 [@bank1985transient; @hosea1996analysis] and ESDIRK34 [@jorgensen2018family], or users can supply their own.
 3. A variable order Explicit Runge-Kutta (ERK) solver, suitable for non-stiff problems. One butcher tableau is provided, the 4th order TSIT45 [@tsitouras2011runge], or users can supply their own.