1 00:00:00,540 --> 00:00:08,130 PROFESSOR: I now have that new n of t that we wrote there. 2 00:00:08,130 --> 00:00:10,800 I have to write it as what it is. 3 00:00:10,800 --> 00:00:18,680 It's i psi n of r of t times-- 4 00:00:18,680 --> 00:00:22,550 I will write it here this way-- d dt-- 5 00:00:22,550 --> 00:00:26,900 the dot will be replaced by the d dt-- 6 00:00:26,900 --> 00:00:29,371 psi n of r of t. 7 00:00:32,600 --> 00:00:36,650 And then, of course, the gamma n of t 8 00:00:36,650 --> 00:00:40,280 will be just the integral from 0 to t 9 00:00:40,280 --> 00:00:43,740 of new n of t prime bt prime. 10 00:00:43,740 --> 00:00:45,620 So that's the next step. 11 00:00:49,630 --> 00:00:53,370 Well, if you have to differentiate 12 00:00:53,370 --> 00:01:01,080 a function that depends on r of t, what do you have? 13 00:01:01,080 --> 00:01:09,680 Let me do it for a simpler case, d dt of f of r of t. 14 00:01:09,680 --> 00:01:17,370 This means d dt of a function of r1 of t 15 00:01:17,370 --> 00:01:19,830 are all the ones up to rn of t. 16 00:01:25,860 --> 00:01:27,660 And what must you do? 17 00:01:27,660 --> 00:01:37,920 Well, you should do df dr1 times dr1 dt 18 00:01:37,920 --> 00:01:46,860 all the way up to the df dr and drn dt. 19 00:01:46,860 --> 00:01:49,830 You want to find the time dependence of a function that 20 00:01:49,830 --> 00:01:54,030 depends on a collection of time-dependent coordinates. 21 00:01:54,030 --> 00:01:56,280 Well, the chain rule applies. 22 00:01:59,770 --> 00:02:05,980 But this can be written in a funny language-- 23 00:02:05,980 --> 00:02:07,690 maybe not so funny-- 24 00:02:07,690 --> 00:02:21,280 as the gradient sub r vector of f dotted dr vector dt. 25 00:02:24,262 --> 00:02:29,770 See, the gradient, in general, is d dx1 d dx2 d dx3. 26 00:02:29,770 --> 00:02:31,720 It's a vector operator. 27 00:02:31,720 --> 00:02:37,150 The gradient sub r would mean d dr1 d dr2 d dr3, 28 00:02:37,150 --> 00:02:42,970 just the gradient in this Euclidean vector 29 00:02:42,970 --> 00:02:47,690 space times dr dt. 30 00:02:47,690 --> 00:02:52,520 So that's what I want to use for this derivative. 31 00:02:52,520 --> 00:02:54,950 I have to differentiate that state. 32 00:02:54,950 --> 00:02:57,470 And therefore, I'll write it that way. 33 00:03:03,420 --> 00:03:11,580 So gamma n of t is equal to i, from the top line, 34 00:03:11,580 --> 00:03:25,810 psi n of r of t times gradients of r acting on the state psi 35 00:03:25,810 --> 00:03:36,310 n of r of t dotted with dr dt. 36 00:03:41,100 --> 00:03:44,450 This is dot product. 37 00:03:44,450 --> 00:03:48,520 So just to make sure you understand here, 38 00:03:48,520 --> 00:03:55,340 you have one ket here, and you have this gradient. 39 00:03:55,340 --> 00:04:00,420 So that gives you capital N components, 40 00:04:00,420 --> 00:04:05,410 the derivative of the ket with respect to r1 r2 r3 r4. 41 00:04:05,410 --> 00:04:10,090 Then with the inner product, it gives your capital 42 00:04:10,090 --> 00:04:14,320 N numbers, which are the components of a vector that is 43 00:04:14,320 --> 00:04:18,589 being dotted with this vector. 44 00:04:18,589 --> 00:04:20,750 It's all about trying to figure out 45 00:04:20,750 --> 00:04:24,900 that this language makes sense. 46 00:04:24,900 --> 00:04:30,990 If this made sense to you, this should make sense, 47 00:04:30,990 --> 00:04:35,380 a little more, maybe a tiny bit more confusing. 48 00:04:35,380 --> 00:04:37,980 But maybe you should write it all out. 49 00:04:37,980 --> 00:04:39,360 What do you think it is? 50 00:04:39,360 --> 00:04:41,480 And that might help you. 51 00:04:41,480 --> 00:04:44,710 Or we could do that later. 52 00:04:44,710 --> 00:04:53,470 So if we have that, we can go to gamma n, the geometric phase. 53 00:04:53,470 --> 00:05:01,510 So this is 0 2t, the integral with respect to prime time, 54 00:05:01,510 --> 00:05:03,630 so new m. 55 00:05:03,630 --> 00:05:09,060 So it's i psi n r of t prime-- 56 00:05:09,060 --> 00:05:14,560 there's lots of vectors here, gradient r vector 57 00:05:14,560 --> 00:05:29,320 of psi n r of t prime dotted dr dt prime dt prime. 58 00:05:29,320 --> 00:05:31,310 That's the last dt prime. 59 00:05:34,680 --> 00:05:39,730 And the good thing that happened, the thing that 60 00:05:39,730 --> 00:05:42,430 really makes all the difference, the thing that 61 00:05:42,430 --> 00:05:46,300 is responsible for that conceptual thing 62 00:05:46,300 --> 00:05:51,430 is just this cancellation. 63 00:05:51,430 --> 00:05:56,340 This cancellation means that you can think of the integral 64 00:05:56,340 --> 00:06:01,380 as happening just in the configuration space. 65 00:06:01,380 --> 00:06:04,840 This is not really an integral over time. 66 00:06:04,840 --> 00:06:09,860 This is an integral in configuration space 67 00:06:09,860 --> 00:06:16,070 because now this integral is nothing else than the integral 68 00:06:16,070 --> 00:06:20,090 over the path gamma. 69 00:06:20,090 --> 00:06:22,340 Because the path gamma represents 70 00:06:22,340 --> 00:06:29,210 the evolution of the coordinate capital R from 0 to time t. 71 00:06:29,210 --> 00:06:32,480 This is nothing else than the integral over the path 72 00:06:32,480 --> 00:06:37,520 gamma of i psi n of r-- 73 00:06:37,520 --> 00:06:41,750 I don't have to write the t anymore-- 74 00:06:41,750 --> 00:06:47,390 dr psi n of r-- 75 00:06:47,390 --> 00:07:07,460 again no t-- dot dr. And this is the geometric phase gamma n 76 00:07:07,460 --> 00:07:12,162 that depends on r on the path. 77 00:07:12,162 --> 00:07:16,090 I'll write it like that. 78 00:07:16,090 --> 00:07:18,980 You see, something very important has happened here. 79 00:07:18,980 --> 00:07:24,970 It's a realization that time plays no role anymore. 80 00:07:24,970 --> 00:07:26,210 This is the concept. 81 00:07:26,210 --> 00:07:30,580 This is what you have to struggle to understand here. 82 00:07:30,580 --> 00:07:36,160 This integral says take this path. 83 00:07:36,160 --> 00:07:46,520 Take a little dr dot it with this gradient of this object, 84 00:07:46,520 --> 00:07:49,390 which is kind of the gradient of this ket, which is 85 00:07:49,390 --> 00:07:51,480 a lot of kets with this thing. 86 00:07:51,480 --> 00:07:53,140 So it's a vector. 87 00:07:53,140 --> 00:07:55,920 Dot it with this and integrate. 88 00:07:55,920 --> 00:07:58,570 And time plays no role. 89 00:07:58,570 --> 00:08:02,120 You just follow the path. 90 00:08:02,120 --> 00:08:06,800 So whether this thing took one minute 91 00:08:06,800 --> 00:08:11,930 to make the path or a billion years, 92 00:08:11,930 --> 00:08:16,220 the geometric phase will be exactly the same. 93 00:08:16,220 --> 00:08:21,990 It just depends on the path it took. 94 00:08:21,990 --> 00:08:24,300 Time for some names for these things. 95 00:08:27,760 --> 00:08:28,710 Let's see. 96 00:08:36,210 --> 00:08:53,330 So a first name is that this whole object 97 00:08:53,330 --> 00:08:55,870 is going to be called the Berry connection. 98 00:09:00,114 --> 00:09:12,340 i psi n of r gradient r psi n of r 99 00:09:12,340 --> 00:09:22,090 is called the Berry connection a n vector of r. 100 00:09:22,090 --> 00:09:24,780 Berry connection. 101 00:09:29,560 --> 00:09:35,300 OK, a few things to notice, the Berry connection 102 00:09:35,300 --> 00:09:41,000 is like a vector in the configuration space. 103 00:09:41,000 --> 00:09:46,520 It has capital N components because this is a gradient. 104 00:09:46,520 --> 00:09:51,860 And therefore, it produces of this ket n kets 105 00:09:51,860 --> 00:09:55,280 and, therefore, n numbers because of the bra. 106 00:09:55,280 --> 00:09:59,160 So this is a thing with capital N components. 107 00:10:04,930 --> 00:10:08,250 So it's a vector in RN. 108 00:10:08,250 --> 00:10:12,800 But people like the name connection. 109 00:10:12,800 --> 00:10:14,350 Why Connection? 110 00:10:14,350 --> 00:10:17,650 Because it's a little more subtle than a vector. 111 00:10:21,060 --> 00:10:24,090 It transforms under Gage transformation, 112 00:10:24,090 --> 00:10:27,720 your favorite things. 113 00:10:27,720 --> 00:10:30,605 And it makes it interesting because it transforms 114 00:10:30,605 --> 00:10:31,780 under Gage transformation. 115 00:10:31,780 --> 00:10:33,790 We'll see it in a second. 116 00:10:33,790 --> 00:10:36,340 So it's a connection because of that. 117 00:10:36,340 --> 00:10:41,220 And there's one Berry connection for every eigenstate 118 00:10:41,220 --> 00:10:42,760 of your system. 119 00:10:42,760 --> 00:10:46,780 Because we fix some n, and we got the connection. 120 00:10:46,780 --> 00:10:52,170 And we're going to get different connections for different n's. 121 00:10:52,170 --> 00:11:02,140 So n components, one per eigenstate, 122 00:11:02,140 --> 00:11:06,640 and they live all over the configuration space. 123 00:11:06,640 --> 00:11:09,310 You can ask, what is the value of the Berry 124 00:11:09,310 --> 00:11:11,330 connection at this point? 125 00:11:11,330 --> 00:11:12,820 And there is an answer. 126 00:11:12,820 --> 00:11:15,340 At every point, this connection exists. 127 00:11:18,280 --> 00:11:26,630 Now, let's figure out the issue of gauge transformations here. 128 00:11:26,630 --> 00:11:35,140 And it's important because this subject somehow-- 129 00:11:35,140 --> 00:11:37,570 these formulas, I think in many ways, 130 00:11:37,570 --> 00:11:42,340 were known to everybody for a long time. 131 00:11:42,340 --> 00:11:47,800 But Berry probably clarified this issue of the time 132 00:11:47,800 --> 00:11:51,940 independence and emphasized that this could 133 00:11:51,940 --> 00:11:54,520 be interesting in some cases. 134 00:11:54,520 --> 00:12:00,040 But in fact, in most cases, you could say 135 00:12:00,040 --> 00:12:02,290 they're not all that relevant. 136 00:12:02,290 --> 00:12:03,910 You can change them. 137 00:12:03,910 --> 00:12:06,205 So here is one thing that can happen. 138 00:12:09,310 --> 00:12:12,010 You have your energy eigenstates, 139 00:12:12,010 --> 00:12:14,620 your instantaneous eigenstates. 140 00:12:14,620 --> 00:12:17,350 You solve them, and you box them. 141 00:12:17,350 --> 00:12:20,590 You're very happy with them. 142 00:12:20,590 --> 00:12:23,680 But in fact, they're far from unique. 143 00:12:23,680 --> 00:12:27,280 Your energy eigenstates, your instantaneous energy 144 00:12:27,280 --> 00:12:29,830 eigenstates can be changed. 145 00:12:29,830 --> 00:12:37,180 If you have an energy eigenstate psi n of r-- 146 00:12:37,180 --> 00:12:39,460 that's what it is-- 147 00:12:39,460 --> 00:12:43,180 well, you could decide to find another one. 148 00:12:43,180 --> 00:12:51,070 Psi prime of r is going to be equal to e to the minus 149 00:12:51,070 --> 00:12:57,005 some function, arbitrary function, of r times this. 150 00:13:00,030 --> 00:13:05,340 And these new states are energy eigenstates, 151 00:13:05,340 --> 00:13:07,830 instantaneous energy eigenstates that 152 00:13:07,830 --> 00:13:11,460 are as good as your original psi n 153 00:13:11,460 --> 00:13:16,410 because this equation also holds for the psi n primes. 154 00:13:16,410 --> 00:13:21,180 If you add with the Hamiltonian, the Hamiltonian in here 155 00:13:21,180 --> 00:13:27,810 just goes through this and hits here, produces the energy, 156 00:13:27,810 --> 00:13:30,830 and then the state is just the same. 157 00:13:35,010 --> 00:13:38,360 The r of t's are parameters of the Hamiltonian. 158 00:13:38,360 --> 00:13:40,080 They're not operators. 159 00:13:40,080 --> 00:13:43,650 So there's no reason why the Hamiltonian 160 00:13:43,650 --> 00:13:46,860 would care about this factor. 161 00:13:46,860 --> 00:13:49,090 The r's are just parameters. 162 00:13:49,090 --> 00:13:49,987 Yes? 163 00:13:49,987 --> 00:13:53,730 AUDIENCE: [INAUDIBLE] 164 00:13:53,730 --> 00:13:56,010 PROFESSOR: No, they're still normalized. 165 00:13:56,010 --> 00:13:59,740 I should put a phase here-- thank you very much-- 166 00:13:59,740 --> 00:14:01,410 minus i. 167 00:14:01,410 --> 00:14:02,880 Thank you. 168 00:14:02,880 --> 00:14:05,910 Yes, I want the states to be normalized, 169 00:14:05,910 --> 00:14:08,460 and I want them to be orthonormal. 170 00:14:08,460 --> 00:14:12,780 And all that is not changed if I put them phase. 171 00:14:12,780 --> 00:14:17,700 So this is the funny thing about quantum mechanics. 172 00:14:17,700 --> 00:14:20,510 It's all about phases and complex numbers. 173 00:14:20,510 --> 00:14:25,410 But you can, to a large degree, change those phases at will. 174 00:14:25,410 --> 00:14:30,240 And whatever survives is some sort of very subtle effects 175 00:14:30,240 --> 00:14:32,170 between the phases. 176 00:14:32,170 --> 00:14:37,310 So here I put the i and beta of r is real. 177 00:14:42,500 --> 00:14:46,830 PROFESSOR: So you can say let's compute the new Berry 178 00:14:46,830 --> 00:14:55,645 connection associated with this new state a n prime of r. 179 00:14:55,645 --> 00:15:01,400 So I must do that operation that we have up there 180 00:15:01,400 --> 00:15:02,600 with the news state. 181 00:15:02,600 --> 00:15:11,030 So I would have i psi n of r times e to the i beta of r. 182 00:15:11,030 --> 00:15:13,460 That's The bra. 183 00:15:13,460 --> 00:15:22,700 Then I have dr and now the ket, e to the minus i beta of r 184 00:15:22,700 --> 00:15:24,830 psi n of r. 185 00:15:24,830 --> 00:15:29,970 So this is, by definition, the new Berry connection 186 00:15:29,970 --> 00:15:36,520 associated to your new, redefined eigenstates. 187 00:15:39,730 --> 00:15:45,200 Now this nabla is acting on everything to the right. 188 00:15:45,200 --> 00:15:50,590 Suppose it acts on the state and then the two exponentials 189 00:15:50,590 --> 00:15:55,960 will cancel, and then you get the old connection. 190 00:15:55,960 --> 00:16:02,170 So there is one term here, which is just the old a n of r. 191 00:16:04,800 --> 00:16:07,320 There's all these arrows there. 192 00:16:07,320 --> 00:16:11,090 There's probably five arrows at least I miss on every board. 193 00:16:11,090 --> 00:16:17,135 Here is a 1, 2, 3, 4 5. 194 00:16:20,310 --> 00:16:25,310 OK, so this is the first one, and then you 195 00:16:25,310 --> 00:16:32,400 have the term for this gradient acts on this exponential. 196 00:16:32,400 --> 00:16:34,550 When the gradient acts on the exponential, 197 00:16:34,550 --> 00:16:36,810 it gives the same exponential times 198 00:16:36,810 --> 00:16:39,900 the gradient of the exponent. 199 00:16:39,900 --> 00:16:43,110 The exponentials then cancel. 200 00:16:43,110 --> 00:16:48,030 The gradient of the exponent would give me plus i times 201 00:16:48,030 --> 00:16:51,475 minus i gradient of beta. 202 00:16:56,040 --> 00:17:00,420 Maybe I'll put the r of the r. 203 00:17:00,420 --> 00:17:05,280 And then these cancel, and you have the state with itself, 204 00:17:05,280 --> 00:17:06,619 which gives you 1. 205 00:17:06,619 --> 00:17:12,109 So that's all it is, all that the second term gives you. 206 00:17:12,109 --> 00:17:22,490 So here we get a n of r plus gradient r of beta of r. 207 00:17:31,720 --> 00:17:33,880 So this is the gauge transformation. 208 00:17:33,880 --> 00:17:39,280 And you say, wow, I can see now why 209 00:17:39,280 --> 00:17:40,900 this is called a connection. 210 00:17:40,900 --> 00:17:44,080 Because just like the vector potential 211 00:17:44,080 --> 00:17:47,380 under a gauge transformation, it transforms 212 00:17:47,380 --> 00:17:50,450 with a gradient of a function. 213 00:17:50,450 --> 00:17:56,530 So it really transforms as a vector potential, all 214 00:17:56,530 --> 00:18:00,400 in this space called the configuration space, 215 00:18:00,400 --> 00:18:03,100 not in real space. 216 00:18:03,100 --> 00:18:08,930 In the configuration space it acts like a vector potential. 217 00:18:08,930 --> 00:18:12,280 And that's why it's called a connection. 218 00:18:12,280 --> 00:18:13,350 But let's see. 219 00:18:13,350 --> 00:18:17,470 We have now what happens to the connection. 220 00:18:17,470 --> 00:18:23,830 Let's see what happens to the Berry's phase if you do this. 221 00:18:23,830 --> 00:18:28,885 So the Berry's phase over there is this integral. 222 00:18:33,960 --> 00:18:35,670 So the Berry's phase can change. 223 00:18:46,890 --> 00:18:52,690 And let's see what happens to the Berry's phase. 224 00:18:52,690 --> 00:19:02,200 So what is the geometric phase gamma n of gamma? 225 00:19:02,200 --> 00:19:05,890 In plain language, it is the integral over gamma-- 226 00:19:05,890 --> 00:19:08,860 from here, I'm just copying the formula-- 227 00:19:08,860 --> 00:19:20,120 of a n of r, the Berry connection, times dr. 228 00:19:20,120 --> 00:19:28,730 So what is the new Berry phase for your new instantaneous 229 00:19:28,730 --> 00:19:30,770 energy eigenstates? 230 00:19:30,770 --> 00:19:33,140 Now you would say, if the Berry phase 231 00:19:33,140 --> 00:19:36,950 is something that is observable, it better not 232 00:19:36,950 --> 00:19:40,100 depend just on your convention to choose 233 00:19:40,100 --> 00:19:42,740 the instantaneous energy eigenstates. 234 00:19:42,740 --> 00:19:45,400 And this is just your convention. 235 00:19:45,400 --> 00:19:49,310 Because if a problem is sufficiently messy, 236 00:19:49,310 --> 00:19:55,700 I bet you guys would all come up with different energy 237 00:19:55,700 --> 00:19:59,960 eigenstates because the phases are chosen in different ways. 238 00:19:59,960 --> 00:20:04,380 So it better not change if the Berry phase 239 00:20:04,380 --> 00:20:06,810 is to be significant. 240 00:20:06,810 --> 00:20:08,780 So what is the prime thing? 241 00:20:08,780 --> 00:20:12,560 Well, we still integrate over the same path, but now 242 00:20:12,560 --> 00:20:14,270 the prime connection-- 243 00:20:19,540 --> 00:20:28,330 but that is the old connection a n of rd r, 244 00:20:28,330 --> 00:20:33,640 the old Berry's phase, plus the integral over gamma, 245 00:20:33,640 --> 00:20:37,380 or I will write it from initial the final r. 246 00:20:41,400 --> 00:20:45,120 Maybe I should have ir and i f in the picture. 247 00:20:45,120 --> 00:20:51,140 If you want to, you can put this r of time equals 0 as ri 248 00:20:51,140 --> 00:21:01,370 and r of time equal tf is rf the extra term, 249 00:21:01,370 --> 00:21:16,750 the gradient of beta dot dr. So this is the old Berry phase. 250 00:21:16,750 --> 00:21:24,150 So the new Berry phase is the old Berry phase. 251 00:21:24,150 --> 00:21:26,600 And how about the last integral? 252 00:21:26,600 --> 00:21:27,930 Does it vanish? 253 00:21:27,930 --> 00:21:32,450 No, it doesn't vanish. 254 00:21:32,450 --> 00:21:34,110 It gifts you. 255 00:21:34,110 --> 00:21:36,600 But in fact, it can be done. 256 00:21:36,600 --> 00:21:39,500 This is like derivative times this thing, 257 00:21:39,500 --> 00:21:42,542 so it's one of those simple integrals. 258 00:21:42,542 --> 00:21:47,690 The gradient times the d represents the change 259 00:21:47,690 --> 00:21:51,530 in the function as you move a little dr. 260 00:21:51,530 --> 00:21:57,530 So when you go from ri to rf, the integral of the gradient 261 00:21:57,530 --> 00:22:00,440 is equal to the function beta at rf 262 00:22:00,440 --> 00:22:03,410 minus the function beta on ri. 263 00:22:03,410 --> 00:22:07,520 This is like when you integrate the electric field 264 00:22:07,520 --> 00:22:09,980 along a line, and the electric field 265 00:22:09,980 --> 00:22:11,930 is the gradient of the potential. 266 00:22:11,930 --> 00:22:14,900 The integral of the electric field through a line 267 00:22:14,900 --> 00:22:18,060 is the potential here minus the potential there. 268 00:22:18,060 --> 00:22:28,710 So here this is plus beta or rf minus beta of ri. 269 00:22:31,650 --> 00:22:35,700 So it's not gauge invariant in the Berry phase. 270 00:22:39,320 --> 00:22:46,050 And therefore, it will mean that most of the times it cannot be 271 00:22:46,050 --> 00:22:48,090 observed. 272 00:22:48,090 --> 00:22:49,410 It's not gauge invariant. 273 00:22:49,410 --> 00:22:53,100 Whatever is not gauge invariant cannot be observed. 274 00:22:53,100 --> 00:22:56,460 You cannot say you make a measurement and the answer is 275 00:22:56,460 --> 00:23:00,120 gauge-dependent because everybody is going to get 276 00:23:00,120 --> 00:23:01,005 a different answer. 277 00:23:01,005 --> 00:23:03,870 And whose answer is right? 278 00:23:03,870 --> 00:23:05,620 That's not possible. 279 00:23:05,620 --> 00:23:12,330 So if this Barry phase seems to have failed a very basic thing, 280 00:23:12,330 --> 00:23:14,790 then it's not gauge-invariant. 281 00:23:14,790 --> 00:23:20,160 But there is one way in which this gets fixed. 282 00:23:20,160 --> 00:23:26,370 If your motion in the configuration space 283 00:23:26,370 --> 00:23:36,030 begins and ends in the same place, these two will cancel. 284 00:23:36,030 --> 00:23:38,230 And then it will be gauge-invariant. 285 00:23:38,230 --> 00:23:43,730 So the observable Berry's phase is a geometric phase 286 00:23:43,730 --> 00:23:50,000 accumulated by the system in a motion in a configuration space 287 00:23:50,000 --> 00:23:53,990 where it begins and ends in the same point. 288 00:23:53,990 --> 00:23:55,910 Otherwise, it's not observable. 289 00:23:55,910 --> 00:23:58,190 You can eliminate it. 290 00:23:58,190 --> 00:24:01,610 And so this is an important result 291 00:24:01,610 --> 00:24:39,420 that the geometric Berry phase for a closed path 292 00:24:39,420 --> 00:24:54,045 in the configuration space is gauge-invariant.