
34 return D
35
36 # Ext rac t ph ysi ca l energy e igenv al ue
37 def mi n_ en er gy ( k ):
38 ei gva ls = np . l ina lg . eig vals ( D_SSM ( k ))
39 return np . min ( np . abs ( eigvals ))
40
41 # Defi ne high - sy mmetr y path : Gamma -> X -> W -> L -> Gam ma
42 pts = 100
43 path_k = []
44 # G amma (0 ,0 ,0) to X (2 pi /a , 0, 0)
45 for t in np . li nspac e (0 , 1 , pts ) : pat h_k . ap pend ([ t * 2* np .pi , 0, 0])
46 # X to W (2 pi /a , pi /a , 0)
47 for t in np . li nspac e (0 , 1 , pts ) : pat h_k . ap pend ([2* np .pi , t * np . pi , 0])
48 # W to L ( pi /a , pi /a , pi / a)
49 for t in np . li nspac e (0 , 1 , pts ) : pat h_k . ap pend ([2* np . pi *(1 - t /2) , np .pi , t * np . pi ])
50 # L to Gamma
51 for t in np . li nspac e (0 , 1 , pts ) : pat h_k . ap pend ([(1 - t )* np .pi , (1 - t )* np .pi , (1 - t ) * np . pi ])
52
53 energ ies = [ min_e ne rg y ( np . arra y ( k ) ) for k in path _k ]
54
55 # Pl ot result s
56 plt . figure ( figsi ze =(10 , 6) )
57 plt . plot ( energies , lw =2 , color = ’ navy ’)
58 plt . fi ll _b et we en ( ra nge ( len ( energ ies ) ) , energi es , color = ’ a liceb lu e ’)
59 plt . axv lin e (0 , co lor = ’ gra y ’, lw =1)
60 plt . axv lin e ( pts , colo r = ’ gray ’ , lw =1)
61 plt . axv lin e (2* pts , co lor = ’ gr ay ’ , lw =1) ; plt . ax vli ne (3* pts , color = ’ gray ’ , lw =1)
62 plt . xticks ([0 , pts , 2* pts , 3* pts , 4* pts ], [ ’$ \ G amm a$ ’ , ’ $X$ ’ , ’$W$ ’, ’ $ L$ ’ , ’$ \ Gamma$ ’],
fon ts ize =12)
63 plt . ylabel ( ’ Ener gy ␣ $E ( k)$ ␣ [1/ a ] ’ , f ontsi ze =12)
64 plt . t itle ( ’ Fermi on ␣ Di sp er sion ␣ on ␣ SSM ␣ ( $K =12 $ ) ␣ Lattice ’ , fonts ize =1 4)
65 plt . grid ( True , alpha =0. 3)
66 plt . xlim (0 , 4* pts -1)
67 plt . ylim (0 , max ( e ner gi es ) *1.1 )
68 plt . sav efi g ( ’ fe rm io n _d is pe r si on . png ’ , dpi =300)
References
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