Knowledge (XXG)

Abstract index notation

Source đź“ť

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that uses indices to indicate their types, rather than their components in a particular basis. The indices are mere placeholders, not related to any basis and, in particular, are non-numerical. Thus it should not be confused with the
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Abstract index notation handles braiding as follows. On a particular tensor product, an ordering of the abstract indices is fixed (usually this is a
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of the slots with Latin letters, which have no significance apart from their designation as labels of the slots (i.e., they are non-numerical):
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The last two expressions denote the same object as the first. Tensors of this type are denoted using similar notation, for example:
2687: 1933:). The braid is then represented in notation by permuting the labels of the indices. Thus, for instance, with the Riemann tensor 1587: 2069: 3577: 3109: 1797: 3678: 3442: 1042:
In general, whenever one contravariant and one covariant factor occur in a tensor product of spaces, there is an associated
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over its last two slots. This manner of representing tensor contractions by repeated indices is formally similar to the
3497: 3419: 2985: 2566: 1859: 352:(or trace) between two tensors is represented by the repetition of an index label, where one label is contravariant (an 1021:{\displaystyle h^{a}{}_{bc}{}^{d}{}_{e}\in V^{a}{}_{bc}{}^{d}{}_{e}=V\otimes V^{*}\otimes V^{*}\otimes V\otimes V^{*}.} 3336: 3223: 3581: 1289:
These trace operations are signified on tensors by the repetition of an index. Thus the first trace map is given by
3601: 3562: 3034: 2854: 2541: 1279:{\displaystyle \mathrm {Tr} _{15}:V\otimes V^{*}\otimes V^{*}\otimes V\otimes V^{*}\to V^{*}\otimes V^{*}\otimes V} 1161:{\displaystyle \mathrm {Tr} _{12}:V\otimes V^{*}\otimes V^{*}\otimes V\otimes V^{*}\to V^{*}\otimes V\otimes V^{*}} 3517: 3502: 3367: 2706: 3208: 3290: 3162: 2869: 1791: 811: 738: 138: 3260: 2947: 2864: 3641: 3512: 3329: 3218: 3074: 3029: 1562:{\displaystyle \mathrm {Tr} _{15}:h{}^{a}{}_{b}{}_{c}{}^{d}{}_{e}\mapsto h{}^{a}{}_{b}{}_{c}{}^{d}{}_{a}.} 1419:{\displaystyle \mathrm {Tr} _{12}:h{}^{a}{}_{b}{}_{c}{}^{d}{}_{e}\mapsto h{}^{a}{}_{a}{}_{c}{}^{d}{}_{e}} 685:
Label each factor in this tensor product with a Latin letter in a raised position for each contravariant
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Modern Classical Physics: Optics, Fluids, Plasmas, Elasticity, Relativity, and Statistical Physics
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A general tensor may be antisymmetrized or symmetrized, and there is according notation.
1704:). In general, the braiding maps are in one-to-one correspondence with elements of the 3623: 3617: 3557: 3547: 3472: 3391: 3305: 3270: 3250: 3167: 3000: 2990: 2980: 2902: 2874: 2859: 2844: 2760: 2551: 1773: 1578: 688: 567: 561: 508: 359: 228: 208: 184: 79: 50: 1644:
interchanges the two tensor factors (so that its action on simple tensors is given by
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We demonstrate the notation by example. Let's antisymmetrize the type-(0,3) tensor
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Spinors and Space-Time, Volume 1: Two-Spinor Calculus and Relativistic Fields
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To any tensor product on a single vector space, there are associated
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in modern abstract tensor notation, while preserving the explicit
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The Road to Reality: A Complete Guide to the Laws of the Universe
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Fashion, Faith, and Fantasy in the New Physics of the Universe
1634:{\displaystyle \tau _{(12)}:V\otimes V\rightarrow V\otimes V} 2163:{\displaystyle R_{abc}{}^{d}+R_{cab}{}^{d}+R_{bca}{}^{d}=0.} 1171:
is the trace on the first two spaces of the tensor product.
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to denote the braiding map associated to the permutation
1846:{\displaystyle V^{*}\otimes V^{*}\otimes V^{*}\otimes V} 1708:, acting by permuting the tensor factors. Here, we use 225:. In other words, it is a function of two arguments in 2413: 2252: 2220: 2187: 2072: 1942: 1862: 1800: 1776: 1741: 1714: 1650: 1590: 1438: 1298: 1177: 1059: 880: 814: 741: 711: 705:
factor, and in a lowered position for each covariant
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In this way, write the product as 27:Mathematical notation for tensors and spinors 8: 3513:Penrose interpretation of quantum mechanics 2641:Roger Penrose and Wolfgang Rindler (1984). 3344: 3330: 3322: 3127: 2718: 2688: 2674: 2666: 2243:is the symmetric group on three elements. 1286:is the trace on the first and last space. 57:as a way to use the formal aspects of the 2483: 2471: 2466: 2458: 2439: 2418: 2412: 2352: 2332: 2331: 2310: 2305: 2297: 2278: 2257: 2251: 2227: 2222: 2219: 2192: 2186: 2148: 2146: 2133: 2120: 2118: 2105: 2092: 2090: 2077: 2071: 2035: 2022: 2009: 1996: 1994: 1981: 1968: 1966: 1953: 1941: 1895: 1873: 1861: 1831: 1818: 1805: 1799: 1775: 1740: 1719: 1713: 1655: 1649: 1595: 1589: 1550: 1548: 1541: 1539: 1532: 1530: 1523: 1521: 1514: 1512: 1499: 1497: 1490: 1488: 1481: 1479: 1472: 1470: 1463: 1461: 1448: 1440: 1437: 1410: 1408: 1401: 1399: 1392: 1390: 1383: 1381: 1374: 1372: 1359: 1357: 1350: 1348: 1341: 1339: 1332: 1330: 1323: 1321: 1308: 1300: 1297: 1264: 1251: 1238: 1219: 1206: 1187: 1179: 1176: 1152: 1133: 1120: 1101: 1088: 1069: 1061: 1058: 1009: 990: 977: 958: 956: 949: 947: 937: 935: 928: 915: 913: 906: 904: 894: 892: 885: 879: 861:{\displaystyle V^{a}{}_{bc}{}^{d}{}_{e}.} 849: 847: 840: 838: 828: 826: 819: 813: 795:{\displaystyle V^{a}V_{b}V_{c}V^{d}V_{e}} 786: 776: 766: 756: 746: 740: 716: 710: 690: 663: 644: 631: 619: 595: 589: 569: 536: 530: 510: 481: 479: 469: 457: 433: 431: 421: 415: 391: 385: 361: 323: 311: 257: 230: 210: 186: 165: 152: 140: 111: 105: 81: 3045:Covariance and contravariance of vectors 2572:Covariance and contravariance of vectors 1766:, for instance, in order to express the 3434:The Large, the Small and the Human Mind 2583: 174:{\displaystyle h\in V^{*}\otimes V^{*}} 1755:(represented as a product of disjoint 245:which can be represented as a pair of 2174:Antisymmetrization and symmetrization 131:. Consider, for example, an order-2 7: 3533:Penrose–Hawking singularity theorems 299:Abstract index notation is merely a 2908:Tensors in curvilinear coordinates 2467: 2306: 2223: 1444: 1441: 1304: 1301: 1183: 1180: 1065: 1062: 556:Abstract indices and tensor spaces 25: 1581:. For example, the braiding map 505:) between tensor factors of type 53:. The notation was introduced by 3578:Orchestrated objective reduction 3451:White Mars or, The Mind Set Free 2236:{\displaystyle \mathrm {S} _{3}} 376:) and one label is covariant (a 1762:Braiding maps are important in 1728:{\displaystyle \tau _{\sigma }} 2645:. Cambridge University Press. 2595:. Princeton University Press. 2517: 2511: 2505: 2499: 2493: 2487: 2431: 2419: 2404:Similarly, we may symmetrize: 2386: 2380: 2374: 2368: 2362: 2356: 2343: 2337: 2328: 2318: 2270: 2258: 1902: 1896: 1880: 1874: 1679: 1667: 1662: 1656: 1619: 1602: 1596: 1505: 1365: 1244: 1126: 490:{\displaystyle t=t_{ab}{}^{c}} 280: 268: 1: 3538:Riemannian Penrose inequality 2961:Exterior covariant derivative 2893:Tensor (intrinsic definition) 2207:{\displaystyle \omega _{abc}} 2063:the Bianchi identity becomes 499:Einstein summation convention 73:of the expressions involved. 59:Einstein summation convention 3445:and Stephen Hawking) (1997) 3420:The Nature of Space and Time 2986:Raising and lowering indices 2567:Raising and lowering indices 442:{\displaystyle t_{ab}{}^{b}} 380:corresponding to the factor 356:corresponding to the factor 3224:Gluon field strength tensor 3695: 3602:Conformal cyclic cosmology 3563:Penrose graphical notation 3035:Cartan formalism (physics) 2855:Penrose graphical notation 2542:Penrose graphical notation 1794:, regarded as a tensor in 1035: 29: 3503:Weyl curvature hypothesis 2707:Glossary of tensor theory 2703: 452:is the trace of a tensor 338:{\displaystyle h=h_{ab}.} 289:{\displaystyle h=h(-,-).} 201:can be identified with a 67:covariant differentiation 3523:Newman–Penrose formalism 3291:Gregorio Ricci-Curbastro 3163:Riemann curvature tensor 2870:Van der Waerden notation 407:). Thus, for instance, 30:Not to be confused with 3483:Abstract index notation 3261:Elwin Bruno Christoffel 3194:Angular momentum tensor 2865:Tetrad (index notation) 2835:Abstract index notation 1748:{\displaystyle \sigma } 38:Abstract index notation 3642:John Beresford Leathes 3582:Penrose–Lucas argument 3573:Penrose–Terrell effect 3368:The Emperor's New Mind 3075:Levi-Civita connection 2616:Roger Penrose (2007). 2526: 2395: 2237: 2208: 2164: 2054: 1931:lexicographic ordering 1920: 1847: 1784: 1749: 1729: 1698: 1635: 1563: 1420: 1280: 1162: 1050:) map. For instance, 1022: 862: 796: 726: 699: 676: 605: 578: 546: 519: 491: 443: 401: 370: 339: 290: 239: 219: 195: 175: 121: 90: 3679:Mathematical notation 3518:Moore–Penrose inverse 3493:Geometry of spacetime 3301:Jan Arnoldus Schouten 3256:Augustin-Louis Cauchy 2736:Differential geometry 2527: 2396: 2238: 2209: 2165: 2055: 1921: 1848: 1785: 1764:differential geometry 1750: 1730: 1699: 1636: 1564: 1421: 1281: 1163: 1023: 863: 797: 727: 725:{\displaystyle V^{*}} 700: 677: 606: 604:{\displaystyle V^{*}} 579: 547: 545:{\displaystyle V^{*}} 520: 492: 444: 402: 400:{\displaystyle V^{*}} 371: 340: 291: 240: 220: 196: 176: 122: 120:{\displaystyle V^{*}} 91: 32:tensor index notation 3648:Illumination problem 3508:Penrose inequalities 3276:Carl Friedrich Gauss 3209:stress–energy tensor 3204:Cauchy stress tensor 2956:Covariant derivative 2918:Antisymmetric tensor 2850:Multi-index notation 2562:Antisymmetric tensor 2411: 2250: 2218: 2185: 2070: 1940: 1860: 1798: 1774: 1739: 1712: 1648: 1588: 1436: 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3050:Differential form 3025:Affine connection 2840:Einstein notation 2823: 2822: 2751:Exterior calculus 2731:Coordinate system 2547:Einstein notation 2454: 2452: 2335: 2293: 2291: 1783:{\displaystyle R} 698:{\displaystyle V} 577:{\displaystyle V} 518:{\displaystyle V} 369:{\displaystyle V} 238:{\displaystyle V} 218:{\displaystyle V} 194:{\displaystyle h} 89:{\displaystyle V} 16:(Redirected from 3686: 3630:Jonathan Penrose 3587:FELIX experiment 3553:Penrose triangle 3458: 3446: 3443:Nancy Cartwright 3428: 3411:Coauthored books 3346: 3339: 3332: 3323: 3296:Bernhard Riemann 3128: 2971:Exterior product 2938:Two-point tensor 2923:Symmetric tensor 2805:Electromagnetism 2719: 2690: 2683: 2676: 2667: 2657: 2656: 2652:978-0-52133707-6 2638: 2632: 2631: 2627:978-0-67977631-4 2613: 2607: 2606: 2602:978-0-69115902-7 2588: 2531: 2529: 2528: 2523: 2521: 2520: 2477: 2476: 2475: 2470: 2453: 2451: 2440: 2435: 2434: 2400: 2398: 2397: 2392: 2390: 2389: 2347: 2346: 2336: 2333: 2316: 2315: 2314: 2309: 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224: 222: 221: 216: 200: 198: 197: 192: 180: 178: 177: 172: 170: 169: 157: 156: 126: 124: 123: 118: 116: 115: 95: 93: 92: 87: 21: 18:Abstract indices 3694: 3693: 3689: 3688: 3687: 3685: 3684: 3683: 3664: 3663: 3662: 3657: 3636:Shirley Hodgson 3606: 3592:Trapped surface 3543:Penrose process 3528:Penrose diagram 3488:Black hole bomb 3461: 3455:Brian W. Aldiss 3449: 3431: 3425:Stephen Hawking 3417: 3406: 3355: 3350: 3320: 3315: 3266:Albert Einstein 3233: 3214:Einstein tensor 3177: 3158:Ricci curvature 3138:Kronecker delta 3124:Notable tensors 3119: 3040:Connection form 3017: 3011: 2942: 2928:Tensor operator 2885: 2879: 2819: 2795:Computer vision 2788: 2770: 2766:Tensor calculus 2710: 2699: 2694: 2663: 2661: 2660: 2653: 2640: 2639: 2635: 2628: 2615: 2614: 2610: 2603: 2590: 2589: 2585: 2580: 2538: 2479: 2465: 2444: 2414: 2409: 2408: 2348: 2327: 2304: 2283: 2253: 2248: 2247: 2221: 2216: 2215: 2188: 2183: 2182: 2176: 2145: 2129: 2117: 2101: 2089: 2073: 2068: 2067: 2031: 2018: 2005: 1993: 1977: 1965: 1949: 1938: 1937: 1891: 1869: 1858: 1857: 1827: 1814: 1801: 1796: 1795: 1772: 1771: 1737: 1736: 1715: 1710: 1709: 1706:symmetric group 1651: 1646: 1645: 1591: 1586: 1585: 1575: 1547: 1538: 1529: 1520: 1511: 1496: 1487: 1478: 1469: 1460: 1439: 1434: 1433: 1407: 1398: 1389: 1380: 1371: 1356: 1347: 1338: 1329: 1320: 1299: 1294: 1293: 1260: 1247: 1234: 1215: 1202: 1178: 1173: 1172: 1148: 1129: 1116: 1097: 1084: 1060: 1055: 1054: 1040: 1034: 1005: 986: 973: 955: 946: 934: 924: 912: 903: 891: 881: 876: 875: 846: 837: 825: 815: 810: 809: 782: 772: 762: 752: 742: 737: 736: 712: 707: 706: 687: 686: 659: 640: 627: 616: 615: 591: 586: 585: 566: 565: 558: 532: 527: 526: 507: 506: 503:natural pairing 478: 465: 454: 453: 430: 417: 412: 411: 387: 382: 381: 358: 357: 319: 308: 307: 254: 253: 227: 226: 207: 206: 183: 182: 161: 148: 137: 136: 107: 102: 101: 78: 77: 35: 28: 23: 22: 15: 12: 11: 5: 3692: 3690: 3682: 3681: 3676: 3666: 3665: 3659: 3658: 3656: 3655: 3650: 3645: 3639: 3633: 3627: 3624:Oliver Penrose 3621: 3618:Lionel Penrose 3614: 3612: 3608: 3607: 3605: 3604: 3599: 3594: 3589: 3584: 3575: 3570: 3565: 3560: 3558:Penrose stairs 3555: 3550: 3548:Penrose tiling 3545: 3540: 3535: 3530: 3525: 3520: 3515: 3510: 3505: 3500: 3495: 3490: 3485: 3480: 3475: 3473:Twistor theory 3469: 3467: 3463: 3462: 3460: 3459: 3447: 3429: 3414: 3412: 3408: 3407: 3405: 3404: 3396: 3392:Cycles of Time 3388: 3380: 3372: 3363: 3361: 3357: 3356: 3351: 3349: 3348: 3341: 3334: 3326: 3317: 3316: 3314: 3313: 3308: 3306:Woldemar Voigt 3303: 3298: 3293: 3288: 3283: 3278: 3273: 3271:Leonhard Euler 3268: 3263: 3258: 3253: 3247: 3245: 3243:Mathematicians 3239: 3238: 3235: 3234: 3232: 3231: 3226: 3221: 3216: 3211: 3206: 3201: 3196: 3191: 3185: 3183: 3179: 3178: 3176: 3175: 3170: 3168:Torsion tensor 3165: 3160: 3155: 3150: 3145: 3140: 3134: 3132: 3125: 3121: 3120: 3118: 3117: 3112: 3107: 3102: 3097: 3092: 3087: 3082: 3077: 3072: 3067: 3062: 3057: 3052: 3047: 3042: 3037: 3032: 3027: 3021: 3019: 3013: 3012: 3010: 3009: 3003: 3001:Tensor product 2998: 2993: 2991:Symmetrization 2988: 2983: 2981:Lie derivative 2978: 2973: 2968: 2963: 2958: 2952: 2950: 2944: 2943: 2941: 2940: 2935: 2930: 2925: 2920: 2915: 2910: 2905: 2903:Tensor density 2900: 2895: 2889: 2887: 2881: 2880: 2878: 2877: 2875:Voigt notation 2872: 2867: 2862: 2860:Ricci calculus 2857: 2852: 2847: 2845:Index notation 2842: 2837: 2831: 2829: 2825: 2824: 2821: 2820: 2818: 2817: 2812: 2807: 2802: 2797: 2791: 2789: 2787: 2786: 2781: 2775: 2772: 2771: 2769: 2768: 2763: 2761:Tensor algebra 2758: 2753: 2748: 2743: 2741:Dyadic algebra 2738: 2733: 2727: 2725: 2716: 2712: 2711: 2704: 2701: 2700: 2695: 2693: 2692: 2685: 2678: 2670: 2659: 2658: 2651: 2633: 2626: 2608: 2601: 2582: 2581: 2579: 2576: 2575: 2574: 2569: 2564: 2559: 2554: 2552:Index notation 2549: 2544: 2537: 2534: 2533: 2532: 2519: 2516: 2513: 2510: 2507: 2504: 2501: 2498: 2495: 2492: 2489: 2486: 2482: 2474: 2469: 2464: 2461: 2457: 2450: 2447: 2443: 2438: 2433: 2430: 2427: 2424: 2421: 2417: 2402: 2401: 2388: 2385: 2382: 2379: 2376: 2373: 2370: 2367: 2364: 2361: 2358: 2355: 2351: 2345: 2342: 2339: 2330: 2326: 2323: 2320: 2313: 2308: 2303: 2300: 2296: 2289: 2286: 2282: 2277: 2272: 2269: 2266: 2263: 2260: 2256: 2230: 2225: 2201: 2198: 2195: 2191: 2175: 2172: 2171: 2170: 2159: 2156: 2151: 2142: 2139: 2136: 2132: 2128: 2123: 2114: 2111: 2108: 2104: 2100: 2095: 2086: 2083: 2080: 2076: 2061: 2060: 2049: 2046: 2043: 2038: 2034: 2030: 2025: 2021: 2017: 2012: 2008: 2004: 1999: 1990: 1987: 1984: 1980: 1976: 1971: 1962: 1959: 1956: 1952: 1948: 1945: 1927: 1926: 1915: 1912: 1909: 1904: 1901: 1898: 1894: 1890: 1887: 1882: 1879: 1876: 1872: 1868: 1865: 1842: 1839: 1834: 1830: 1826: 1821: 1817: 1813: 1808: 1804: 1792:Riemann tensor 1779: 1744: 1722: 1718: 1693: 1690: 1687: 1684: 1681: 1678: 1675: 1672: 1669: 1664: 1661: 1658: 1654: 1642: 1641: 1630: 1627: 1624: 1621: 1618: 1615: 1612: 1609: 1604: 1601: 1598: 1594: 1574: 1571: 1570: 1569: 1558: 1553: 1544: 1535: 1526: 1517: 1510: 1507: 1502: 1493: 1484: 1475: 1466: 1459: 1456: 1451: 1446: 1443: 1427: 1426: 1413: 1404: 1395: 1386: 1377: 1370: 1367: 1362: 1353: 1344: 1335: 1326: 1319: 1316: 1311: 1306: 1303: 1275: 1272: 1267: 1263: 1259: 1254: 1250: 1246: 1241: 1237: 1233: 1230: 1227: 1222: 1218: 1214: 1209: 1205: 1201: 1198: 1195: 1190: 1185: 1182: 1169: 1168: 1155: 1151: 1147: 1144: 1141: 1136: 1132: 1128: 1123: 1119: 1115: 1112: 1109: 1104: 1100: 1096: 1091: 1087: 1083: 1080: 1077: 1072: 1067: 1064: 1033: 1030: 1029: 1028: 1017: 1012: 1008: 1004: 1001: 998: 993: 989: 985: 980: 976: 972: 969: 966: 961: 952: 943: 940: 931: 927: 923: 918: 909: 900: 897: 888: 884: 869: 868: 857: 852: 843: 834: 831: 822: 818: 803: 802: 789: 785: 779: 775: 769: 765: 759: 755: 749: 745: 719: 715: 694: 683: 682: 671: 666: 662: 658: 655: 652: 647: 643: 639: 634: 630: 626: 623: 598: 594: 573: 562:tensor product 557: 554: 539: 535: 514: 484: 475: 472: 468: 464: 461: 450: 449: 436: 427: 424: 420: 394: 390: 365: 346: 345: 334: 329: 326: 322: 318: 315: 297: 296: 285: 282: 279: 276: 273: 270: 267: 264: 261: 234: 214: 190: 168: 164: 160: 155: 151: 147: 144: 114: 110: 85: 51:Ricci calculus 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 3691: 3680: 3677: 3675: 3672: 3671: 3669: 3654: 3651: 3649: 3646: 3644:(grandfather) 3643: 3640: 3637: 3634: 3631: 3628: 3625: 3622: 3619: 3616: 3615: 3613: 3609: 3603: 3600: 3598: 3595: 3593: 3590: 3588: 3585: 3583: 3579: 3576: 3574: 3571: 3569: 3566: 3564: 3561: 3559: 3556: 3554: 3551: 3549: 3546: 3544: 3541: 3539: 3536: 3534: 3531: 3529: 3526: 3524: 3521: 3519: 3516: 3514: 3511: 3509: 3506: 3504: 3501: 3499: 3496: 3494: 3491: 3489: 3486: 3484: 3481: 3479: 3476: 3474: 3471: 3470: 3468: 3464: 3456: 3452: 3448: 3444: 3440: 3439:Abner Shimony 3436: 3435: 3430: 3426: 3422: 3421: 3416: 3415: 3413: 3409: 3402: 3401: 3397: 3394: 3393: 3389: 3386: 3385: 3381: 3378: 3377: 3373: 3370: 3369: 3365: 3364: 3362: 3358: 3354: 3353:Roger Penrose 3347: 3342: 3340: 3335: 3333: 3328: 3327: 3324: 3312: 3309: 3307: 3304: 3302: 3299: 3297: 3294: 3292: 3289: 3287: 3284: 3282: 3279: 3277: 3274: 3272: 3269: 3267: 3264: 3262: 3259: 3257: 3254: 3252: 3249: 3248: 3246: 3244: 3240: 3230: 3227: 3225: 3222: 3220: 3217: 3215: 3212: 3210: 3207: 3205: 3202: 3200: 3197: 3195: 3192: 3190: 3187: 3186: 3184: 3180: 3174: 3171: 3169: 3166: 3164: 3161: 3159: 3156: 3154: 3151: 3149: 3148:Metric tensor 3146: 3144: 3141: 3139: 3136: 3135: 3133: 3129: 3126: 3122: 3116: 3113: 3111: 3108: 3106: 3103: 3101: 3098: 3096: 3093: 3091: 3088: 3086: 3083: 3081: 3078: 3076: 3073: 3071: 3068: 3066: 3063: 3061: 3060:Exterior form 3058: 3056: 3053: 3051: 3048: 3046: 3043: 3041: 3038: 3036: 3033: 3031: 3028: 3026: 3023: 3022: 3020: 3014: 3007: 3004: 3002: 2999: 2997: 2994: 2992: 2989: 2987: 2984: 2982: 2979: 2977: 2974: 2972: 2969: 2967: 2964: 2962: 2959: 2957: 2954: 2953: 2951: 2949: 2945: 2939: 2936: 2934: 2933:Tensor bundle 2931: 2929: 2926: 2924: 2921: 2919: 2916: 2914: 2911: 2909: 2906: 2904: 2901: 2899: 2896: 2894: 2891: 2890: 2888: 2882: 2876: 2873: 2871: 2868: 2866: 2863: 2861: 2858: 2856: 2853: 2851: 2848: 2846: 2843: 2841: 2838: 2836: 2833: 2832: 2830: 2826: 2816: 2813: 2811: 2808: 2806: 2803: 2801: 2798: 2796: 2793: 2792: 2790: 2785: 2782: 2780: 2777: 2776: 2773: 2767: 2764: 2762: 2759: 2757: 2754: 2752: 2749: 2747: 2744: 2742: 2739: 2737: 2734: 2732: 2729: 2728: 2726: 2724: 2720: 2717: 2713: 2709: 2708: 2702: 2698: 2691: 2686: 2684: 2679: 2677: 2672: 2671: 2668: 2664: 2654: 2648: 2644: 2637: 2634: 2629: 2623: 2619: 2612: 2609: 2604: 2598: 2594: 2587: 2584: 2577: 2573: 2570: 2568: 2565: 2563: 2560: 2558: 2555: 2553: 2550: 2548: 2545: 2543: 2540: 2539: 2535: 2514: 2508: 2502: 2496: 2490: 2484: 2480: 2472: 2462: 2459: 2455: 2448: 2445: 2441: 2436: 2428: 2425: 2422: 2415: 2407: 2406: 2405: 2383: 2377: 2371: 2365: 2359: 2353: 2349: 2340: 2324: 2321: 2311: 2301: 2298: 2294: 2287: 2284: 2280: 2275: 2267: 2264: 2261: 2254: 2246: 2245: 2244: 2228: 2199: 2196: 2193: 2189: 2179: 2173: 2157: 2154: 2149: 2140: 2137: 2134: 2130: 2126: 2121: 2112: 2109: 2106: 2102: 2098: 2093: 2084: 2081: 2078: 2074: 2066: 2065: 2064: 2047: 2044: 2041: 2036: 2032: 2028: 2023: 2019: 2015: 2010: 2006: 2002: 1997: 1988: 1985: 1982: 1978: 1974: 1969: 1960: 1957: 1954: 1950: 1946: 1943: 1936: 1935: 1934: 1932: 1913: 1910: 1907: 1899: 1892: 1888: 1885: 1877: 1870: 1866: 1863: 1856: 1855: 1854: 1840: 1837: 1832: 1828: 1824: 1819: 1815: 1811: 1806: 1802: 1793: 1777: 1769: 1765: 1760: 1758: 1742: 1720: 1716: 1707: 1691: 1688: 1685: 1682: 1676: 1673: 1670: 1659: 1652: 1628: 1625: 1622: 1616: 1613: 1610: 1607: 1599: 1592: 1584: 1583: 1582: 1580: 1579:braiding maps 1572: 1556: 1551: 1542: 1533: 1524: 1515: 1508: 1500: 1491: 1482: 1473: 1464: 1457: 1454: 1449: 1432: 1431: 1430: 1411: 1402: 1393: 1384: 1375: 1368: 1360: 1351: 1342: 1333: 1324: 1317: 1314: 1309: 1292: 1291: 1290: 1287: 1273: 1270: 1265: 1261: 1257: 1252: 1248: 1239: 1235: 1231: 1228: 1225: 1220: 1216: 1212: 1207: 1203: 1199: 1196: 1193: 1188: 1153: 1149: 1145: 1142: 1139: 1134: 1130: 1121: 1117: 1113: 1110: 1107: 1102: 1098: 1094: 1089: 1085: 1081: 1078: 1075: 1070: 1053: 1052: 1051: 1049: 1045: 1039: 1031: 1015: 1010: 1006: 1002: 999: 996: 991: 987: 983: 978: 974: 970: 967: 964: 959: 950: 941: 938: 929: 925: 921: 916: 907: 898: 895: 886: 882: 874: 873: 872: 855: 850: 841: 832: 829: 820: 816: 808: 807: 806: 787: 783: 777: 773: 767: 763: 757: 753: 747: 743: 735: 734: 733: 717: 713: 692: 669: 664: 660: 656: 653: 650: 645: 641: 637: 632: 628: 624: 621: 614: 613: 612: 596: 592: 571: 564:of copies of 563: 555: 553: 537: 533: 512: 504: 500: 482: 473: 470: 466: 462: 459: 434: 425: 422: 418: 410: 409: 408: 392: 388: 379: 363: 355: 351: 332: 327: 324: 320: 316: 313: 306: 305: 304: 302: 283: 277: 274: 271: 265: 262: 259: 252: 251: 250: 248: 232: 212: 204: 203:bilinear form 188: 166: 162: 158: 153: 149: 145: 142: 134: 130: 112: 108: 99: 83: 74: 72: 68: 64: 60: 56: 55:Roger Penrose 52: 47: 43: 39: 33: 19: 3653:Quantum mind 3482: 3478:Spin network 3450: 3432: 3418: 3398: 3390: 3382: 3374: 3366: 3311:Hermann Weyl 3115:Vector space 3100:Pseudotensor 3065:Fiber bundle 3018:abstractions 2913:Mixed tensor 2898:Tensor field 2834: 2705: 2662: 2642: 2636: 2617: 2611: 2592: 2586: 2403: 2180: 2177: 2062: 1928: 1770:. Here let 1761: 1643: 1576: 1428: 1288: 1170: 1047: 1043: 1041: 870: 804: 684: 559: 451: 377: 353: 347: 300: 298: 246: 98:vector space 75: 63:contractions 37: 36: 3251:Élie Cartan 3199:Spin tensor 3173:Weyl tensor 3131:Mathematics 3095:Multivector 2886:definitions 2784:Engineering 2723:Mathematics 2620:. Vintage. 1790:denote the 1044:contraction 1032:Contraction 805:or, simply 378:lower index 354:upper index 3668:Categories 3080:Linear map 2948:Operations 2578:References 1036:See also: 611:, such as 129:dual space 71:covariance 3632:(brother) 3626:(brother) 3457:) (1999) 3427:) (1996) 3219:EM tensor 3055:Dimension 3006:Transpose 2509:σ 2497:σ 2485:σ 2481:ω 2463:∈ 2460:σ 2456:∑ 2416:ω 2378:σ 2366:σ 2354:σ 2350:ω 2341:σ 2322:− 2302:∈ 2299:σ 2295:∑ 2255:ω 2190:ω 2042:⊗ 2037:∗ 2029:⊗ 2024:∗ 2016:⊗ 2011:∗ 1975:∈ 1893:τ 1871:τ 1838:⊗ 1833:∗ 1825:⊗ 1820:∗ 1812:⊗ 1807:∗ 1743:σ 1721:σ 1717:τ 1689:⊗ 1674:⊗ 1653:τ 1626:⊗ 1620:→ 1614:⊗ 1593:τ 1506:↦ 1366:↦ 1271:⊗ 1266:∗ 1258:⊗ 1253:∗ 1245:→ 1240:∗ 1232:⊗ 1226:⊗ 1221:∗ 1213:⊗ 1208:∗ 1200:⊗ 1154:∗ 1146:⊗ 1140:⊗ 1135:∗ 1127:→ 1122:∗ 1114:⊗ 1108:⊗ 1103:∗ 1095:⊗ 1090:∗ 1082:⊗ 1011:∗ 1003:⊗ 997:⊗ 992:∗ 984:⊗ 979:∗ 971:⊗ 922:∈ 718:∗ 665:∗ 657:⊗ 651:⊗ 646:∗ 638:⊗ 633:∗ 625:⊗ 597:∗ 538:∗ 393:∗ 301:labelling 278:− 272:− 167:∗ 159:⊗ 154:∗ 146:∈ 133:covariant 113:∗ 3638:(sister) 3620:(father) 3466:Concepts 3085:Manifold 3070:Geodesic 2828:Notation 2536:See also 2214:, where 1573:Braiding 181:. Then 3674:Tensors 3611:Related 3182:Physics 3016:Related 2779:Physics 2697:Tensors 135:tensor 46:spinors 42:tensors 3453:(with 3437:(with 3423:(with 3403:(2016) 3395:(2010) 3387:(2004) 3379:(1994) 3371:(1989) 3110:Vector 3105:Spinor 3090:Matrix 2884:Tensor 2649:  2624:  2599:  2557:Tensor 100:, and 3360:Books 3030:Basis 2715:Scope 1048:trace 247:slots 96:be a 2647:ISBN 2622:ISBN 2597:ISBN 1046:(or 584:and 127:its 76:Let 65:and 44:and 2334:sgn 1900:132 1878:123 1759:). 205:on 3670:: 3441:, 2437::= 2276::= 2158:0. 1914:0. 1660:12 1600:12 1450:15 1310:12 1189:15 1071:12 552:. 348:A 249:: 3580:/ 3345:e 3338:t 3331:v 2689:e 2682:t 2675:v 2655:. 2630:. 2605:. 2518:) 2515:c 2512:( 2506:) 2503:b 2500:( 2494:) 2491:a 2488:( 2473:3 2468:S 2449:! 2446:3 2442:1 2432:) 2429:c 2426:b 2423:a 2420:( 2387:) 2384:c 2381:( 2375:) 2372:b 2369:( 2363:) 2360:a 2357:( 2344:) 2338:( 2329:) 2325:1 2319:( 2312:3 2307:S 2288:! 2285:3 2281:1 2271:] 2268:c 2265:b 2262:a 2259:[ 2229:3 2224:S 2200:c 2197:b 2194:a 2155:= 2150:d 2141:a 2138:c 2135:b 2131:R 2127:+ 2122:d 2113:b 2110:a 2107:c 2103:R 2099:+ 2094:d 2085:c 2082:b 2079:a 2075:R 2048:, 2045:V 2033:V 2020:V 2007:V 2003:= 1998:d 1989:c 1986:b 1983:a 1979:V 1970:d 1961:c 1958:b 1955:a 1951:R 1947:= 1944:R 1911:= 1908:R 1903:) 1897:( 1889:+ 1886:R 1881:) 1875:( 1867:+ 1864:R 1841:V 1829:V 1816:V 1803:V 1778:R 1692:v 1686:w 1683:= 1680:) 1677:w 1671:v 1668:( 1663:) 1657:( 1629:V 1623:V 1617:V 1611:V 1608:: 1603:) 1597:( 1557:. 1552:a 1543:d 1534:c 1525:b 1516:a 1509:h 1501:e 1492:d 1483:c 1474:b 1465:a 1458:h 1455:: 1445:r 1442:T 1412:e 1403:d 1394:c 1385:a 1376:a 1369:h 1361:e 1352:d 1343:c 1334:b 1325:a 1318:h 1315:: 1305:r 1302:T 1274:V 1262:V 1249:V 1236:V 1229:V 1217:V 1204:V 1197:V 1194:: 1184:r 1181:T 1150:V 1143:V 1131:V 1118:V 1111:V 1099:V 1086:V 1079:V 1076:: 1066:r 1063:T 1016:. 1007:V 1000:V 988:V 975:V 968:V 965:= 960:e 951:d 942:c 939:b 930:a 926:V 917:e 908:d 899:c 896:b 887:a 883:h 856:. 851:e 842:d 833:c 830:b 821:a 817:V 788:e 784:V 778:d 774:V 768:c 764:V 758:b 754:V 748:a 744:V 714:V 693:V 670:. 661:V 654:V 642:V 629:V 622:V 593:V 572:V 534:V 513:V 483:c 474:b 471:a 467:t 463:= 460:t 435:b 426:b 423:a 419:t 389:V 364:V 333:. 328:b 325:a 321:h 317:= 314:h 284:. 281:) 275:, 269:( 266:h 263:= 260:h 233:V 213:V 189:h 163:V 150:V 143:h 109:V 84:V 34:. 20:)

Index

Abstract indices
tensor index notation
tensors
spinors
Ricci calculus
Roger Penrose
Einstein summation convention
contractions
covariant differentiation
covariance
vector space
dual space
covariant
bilinear form
tensor contraction
Einstein summation convention
natural pairing
tensor product
Tensor contraction
braiding maps
symmetric group
cyclic permutations
differential geometry
Bianchi identity
Riemann tensor
lexicographic ordering
Penrose graphical notation
Einstein notation
Index notation
Tensor

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