update regulation experiment and correct some things in intro and theory

data/theory/mktheory.py

@@ -41,6 +41,8 @@ def gen_reg_theory():
         )
 
     plt.legend()
+    plt.xlabel("current (analog / digital) I / A")
+    plt.ylabel("P$_{val}$")
     plt.savefig('reg.pdf')