Datasets:

webxos
/

webXOS_magnet_dataset

timestamp int64 1,768B 1,768B	type stringclasses 2 values	position listlengths 3 3	field listlengths 3 3	strength float64 0 1.7
1,767,574,576,374	dipole	[ 3.355230448857788, 4.8763090144365195, 3.173279892962052 ]	[ -0.36565679417369545, 0.19574306235425798, -0.9692154307726895 ]	1.054229
1,767,574,518,978	dipole	[ 3.972058680959034, 3.87113596302597, -0.582191060739109 ]	[ 0.44327047956443955, -0.7752673710086964, 0.064509749723064 ]	0.895371
1,767,574,541,778	dipole	[ -0.533977097478493, 1.43890547691101, 2.5233556817536 ]	[ -0.5767659735085648, 0.24735601367316895, 0.49607047181570185 ]	0.799956
1,767,574,518,325	dipole	[ 4.7090144431630385, 0.4637833485417697, -2.943058955802517 ]	[ 0.923145783080553, -0.10281697520297639, -0.17558683952877008 ]	0.945304
1,767,574,577,330	dipole	[ -2.586879367706143, 2.3581481880785846, 1.9053436159047832 ]	[ -0.986167690981572, -0.5127066805307585, 0.6692505586146389 ]	1.297417
1,767,574,532,870	dipole	[ -4.5820963756182085, -0.5792512721496901, -1.3044473204294815 ]	[ 0.7186106788341482, 0.48773554219157145, 0.49856750858036647 ]	1.001427
1,767,574,523,142	dipole	[ -1.1678418720122785, 0.6351543554625749, 4.397966195813523 ]	[ -0.44470799037095965, 0.7970855249841216, -0.7844112107684194 ]	1.2035
1,767,574,570,837	dipole	[ -3.0570796690281252, 1.4978330573668874, 0.3085319497926631 ]	[ -0.10494631450668979, 0.06906863747199643, 0.6498734429245401 ]	0.661906
1,767,574,158,338	dipole	[ -0.20389225701693992, 4.2751188790646655, 1.4535336311537228 ]	[ 0.23539063753588896, -0.3876831546586472, 0.536679827945856 ]	0.702661
1,767,574,156,824	dipole	[ 3.9243243805749373, 2.240787040860055, 4.57351665457413 ]	[ 0.5294901609010823, -0.17458821756063148, -0.3763003010251398 ]	0.672639
1,767,574,105,603	dipole	[ 3.4301105568938093, 4.6591065616257765, 4.006664185235924 ]	[ 0.7641025601791691, 0.023315459583835185, -0.6569440903513146 ]	1.007954
1,767,574,542,533	dipole	[ -4.444489914826246, -4.046544151831981, 2.1393317803842695 ]	[ -0.2930783281759761, -0.5726324152743241, -0.0007030593739372204 ]	0.643275
1,767,574,130,722	dipole	[ 4.48442483603129, -1.9206314173741446, 0.6800614091393065 ]	[ 0.3525827260262824, -0.9380094019740235, -0.577181855766022 ]	1.156423
1,767,574,534,181	dipole	[ -2.7223723910492104, -1.7715226540518647, 1.0696278323232633 ]	[ -0.6694367918847084, 0.3377779432048731, -0.19555281348652342 ]	0.774907
1,767,574,158,288	dipole	[ -4.174874584343251, -4.91000223548318, 1.5852523290524778 ]	[ -0.7729501124659093, -0.0018246542473414618, -0.7398103733276589 ]	1.069941
1,767,574,130,924	dipole	[ -3.580495247048926, -3.3250926095076663, 4.828356705039197 ]	[ 0.3211094543742883, -0.12209560962652466, -0.02778787301718788 ]	0.34466
1,767,574,130,873	dipole	[ 2.1327791470399227, -4.469693218151718, 1.5363344563140535 ]	[ -0.9018410513564696, 0.3034585964272336, -0.7370042720863093 ]	1.20357
1,767,574,532,920	dipole	[ 3.9908058199240215, 3.2457871728049037, 2.4328364835715077 ]	[ 0.607153550598571, -0.46062428908829944, 0.8112140019277287 ]	1.113049
1,767,574,576,373	dipole	[ -1.2942754525381117, 3.041002114973237, -0.07085040379342988 ]	[ -0.5633560566432385, -0.31527149224271156, 0.3631495454439664 ]	0.740705
1,767,574,523,142	dipole	[ -3.664217401992027, 3.124549752524164, -2.317848793927819 ]	[ 0.5477366071120104, -0.9513729931455914, 0.1908278363133482 ]	1.114245
1,767,574,519,028	dipole	[ -0.34262871568109365, -0.6095002287225582, 2.7533093505513415 ]	[ -0.692184269907826, 0.07175139432176958, -0.7112352557241657 ]	0.995049
1,767,574,576,423	dipole	[ -3.1497752992607397, 3.426221361011942, 1.7507146781042904 ]	[ -0.0004046511029176525, 0.8019955953707738, 0.3742977753732024 ]	0.88504
1,767,574,117,681	dipole	[ 4.609792100287323, -2.6476532422826136, -1.426646088509893 ]	[ 0.21012248113940268, 0.4395443667998742, 0.11653413992571493 ]	0.50093
1,767,574,532,668	dipole	[ -0.22751434216060185, 2.639998029982229, -0.7030837762234432 ]	[ 0.5588646631393619, -0.6501354763421774, 0.4925034394547365 ]	0.988719
1,767,574,170,266	dipole	[ -3.877600695272565, -4.142010251859482, -4.963114054597295 ]	[ 0.9073961125492489, 0.8535820439884827, -0.7722821457828817 ]	1.465739
1,767,574,532,107	dipole	[ 4.329911190402363, 2.7220935451965844, 1.0045639148950503 ]	[ -0.4539870098525123, 0.792631851889813, -0.6799676057133341 ]	1.138739
1,767,574,156,672	dipole	[ 1.2595012673958716, 3.0824924206835203, -1.784267149677622 ]	[ 0.11923175775845674, 0.7681432642368948, -0.8487273952842853 ]	1.150912
1,767,574,533,728	dipole	[ -4.830251764321114, -1.358647855779509, -0.3286592133847832 ]	[ 0.028020023602983057, -0.5648183427082865, -0.5993838912331215 ]	0.824055
1,767,574,117,681	dipole	[ 0.8708438894140114, -4.545093212021722, 2.6967833358562743 ]	[ -0.5798829680056794, 0.05634131690434985, 0.7359626627841218 ]	0.938658
1,767,574,577,229	dipole	[ 4.938058043704839, -2.002648031812088, 0.046828327644026224 ]	[ -0.6797807538571321, -0.8044646710800065, 0.5921490637923561 ]	1.208266
1,767,574,573,510	dipole	[ -0.7566011925237437, 4.83061566664419, -0.19551738275386144 ]	[ 0.2217951086370551, -0.4559911946190227, 0.4996151110656726 ]	0.711854
1,767,574,169,713	dipole	[ -4.73381614613285, -3.2329767411725574, 0.983877405139908 ]	[ 0.6611276502594681, -0.40262129732738705, 0.6620883679749441 ]	1.018604
1,767,574,170,216	dipole	[ 0.28457259651509026, -1.3668241649285162, 3.0053198571645545 ]	[ 0.2158590268391103, 0.7034352835598283, -0.2357134390312139 ]	0.772643
1,767,574,539,968	dipole	[ -0.8898225406030269, 3.3820324422990033, 1.8852405572704567 ]	[ -0.40934429470011535, -0.7384723770183854, 0.996129861789788 ]	1.305825
1,767,574,521,536	dipole	[ -3.5904093972215234, 3.767430083696807, 4.256942828196077 ]	[ -0.19890616011711293, 0.886436874667826, 0.13555647893776945 ]	0.918537
1,767,574,158,542	dipole	[ 1.0641062292893388, -4.133045672921336, -0.25606336847335487 ]	[ -0.22021375569417834, -0.6060483852261296, -0.2755643592116632 ]	0.701231
1,767,574,117,630	dipole	[ 2.773641876306593, 4.508534997059418, 2.408345689668221 ]	[ 0.9742748683228939, -0.0798355347683175, 0.1435351454899756 ]	0.988022
1,767,574,532,718	dipole	[ 4.115162776715851, 4.437018647935197, -2.216791218333618 ]	[ -0.36416724242372056, 0.5412264170627266, -0.336466731703976 ]	0.733998
1,767,574,531,303	dipole	[ -3.876093630122429, 2.5168644578590147, 1.3807150196086637 ]	[ -0.8347850893281636, 0.2957595033282481, -0.7340082386947349 ]	1.150264
1,767,574,521,587	dipole	[ -4.317429556697078, 3.7114996215449034, -2.687316862524894 ]	[ 0.6508148059691836, 0.8777243912055084, -0.5402463323004865 ]	1.218945
1,767,574,105,452	dipole	[ 2.4751589454481717, -2.277044306879936, -2.8621668697020572 ]	[ 0.5241618282745961, -0.8323630233101604, -0.49197872844016777 ]	1.099826
1,767,574,104,858	dipole	[ -1.8317436657537811, 4.34274903179155, 0.783936020562559 ]	[ 0.6283018002565546, 0.08352814415351761, 0.797574760549824 ]	1.018757
1,767,574,156,773	dipole	[ 3.2097160814191783, 2.8915948054529683, 4.626534211037395 ]	[ 0.380369885315718, 0.830025343185482, -0.7128031160757224 ]	1.158323
1,767,574,130,974	dipole	[ -3.3575953009486947, 2.2812463767430047, -3.977388658786417 ]	[ -0.06768880858090576, 0.6091514825274986, 0.29380002330493427 ]	0.679681
1,767,574,523,244	dipole	[ -4.680466252847232, 1.7038883718814024, 4.680597445422773 ]	[ -0.8409576012294886, -0.36527502256547817, -0.4326777606265304 ]	1.013827
1,767,574,576,928	dipole	[ -4.201316836931374, 1.1013569317924332, 0.2548635971747337 ]	[ 0.6633835494980143, -0.3662253763446175, 0.3954178551188232 ]	0.854725
1,767,574,169,663	dipole	[ -3.7885567389477215, 2.736847721160105, 3.9098657034762283 ]	[ 0.7759342084639069, 0.8616508209219838, -0.9862078566350672 ]	1.52221
1,767,574,577,431	dipole	[ -1.9301950455122185, 0.19550899331632676, -3.7745322953153027 ]	[ 0.5471849413514327, -0.10249110132530492, 0.36176925480749644 ]	0.663922
1,767,574,573,308	dipole	[ -0.5599533189465489, -3.050283511468803, -3.9764555915730773 ]	[ -0.7361264548716013, 0.36893075264317154, 0.35460241110049284 ]	0.896513
1,767,574,573,610	dipole	[ 1.8197195058654891, 2.9591460770571087, -0.5222475542857985 ]	[ -0.45710607751611043, 0.6674709823920169, 0.4271201695912705 ]	0.91482
1,767,574,570,383	dipole	[ 4.8671036895389275, -2.629997316828657, 2.46595746111959 ]	[ -0.6948570323276486, -0.04206011783262631, 0.8758915286962534 ]	1.11883
1,767,574,104,887	dipole	[ 4.215725764125743, -4.563747759034006, 4.664804926525811 ]	[ 0.9176894834325606, 0.9508163965640244, -0.40734867656741836 ]	1.382801
1,767,574,158,389	dipole	[ 2.9137811725581573, 3.0440888904365124, 3.2024622856251863 ]	[ 0.5777447957198525, -0.9139665856665897, -0.8618047134724893 ]	1.38269
1,767,574,117,735	dipole	[ -4.865714401542319, 3.8535509549564804, 2.290637341153606 ]	[ 0.07817796000348709, 0.3770372088291416, -0.982178111518941 ]	1.054961
1,767,574,543,542	dipole	[ -1.4101751095533688, -3.3257003106601033, -0.7430370200635228 ]	[ 0.7928612761978793, 0.7045724083829497, -0.6621794664154086 ]	1.250413
1,767,574,542,583	dipole	[ 0.22392436548467676, 0.5247928060043738, 1.5762982955689675 ]	[ -0.6364860624756365, 0.6115204042142757, 0.5638290262516577 ]	1.047366
1,767,574,170,266	dipole	[ 0.2557443985870833, 0.005587831811644239, -4.780696698196181 ]	[ -0.7852831226273815, -0.9408216723237652, -0.8832482227765612 ]	1.51061
1,767,574,569,974	dipole	[ -2.1881158172903947, -3.8843881820546833, -3.040868227071678 ]	[ -0.8889116355630176, 0.4065159219462955, -0.6033246466662352 ]	1.14866
1,767,574,533,829	dipole	[ -2.8832322942631805, 1.96141765173786, 1.812224601111666 ]	[ -0.28262022048750146, 0.7465726572556293, 0.253880429914791 ]	0.837675
1,767,574,573,761	dipole	[ 3.887741470553616, 0.14210586075073972, 2.4361657936035783 ]	[ -0.5005083081346577, 0.03656514511705411, -0.435236303226624 ]	0.664286
1,767,574,577,380	dipole	[ 3.671659553437766, 3.702094431594661, -2.9918406460323266 ]	[ -0.029891382202607897, -0.7413690582359584, 0.8622192493895178 ]	1.137516
1,767,574,537,707	dipole	[ -4.115002056184808, -4.483760270973748, 4.911100853147172 ]	[ 0.33351241975023616, 0.33626738921875554, -0.05582145065134969 ]	0.476888
1,767,574,159,099	dipole	[ 0.547579848179367, -1.9170354606986884, -0.1811063934171142 ]	[ -0.8304061032736436, 0.08693241070599922, -0.664418154317653 ]	1.067044
1,767,574,570,888	dipole	[ 3.657707951485415, -4.935811773594784, -1.8181833787337331 ]	[ -0.283309333563033, 0.5447458948616544, 0.8500136689458675 ]	1.048587
1,767,574,532,057	dipole	[ 3.759006460898495, 0.6215889620653869, 3.7869366397278292 ]	[ -0.13740190313727174, 0.4680099193319094, 0.3738527554012392 ]	0.614555
1,767,574,537,758	dipole	[ -4.125149565638745, 0.06987025054650653, 1.7428645039036017 ]	[ 0.4288722671796106, -0.47379389470740385, -0.05799423519031843 ]	0.641697
1,767,574,117,785	dipole	[ -2.657289583862217, -0.8857956549547585, -4.924774634615448 ]	[ 0.6937500151873932, 0.10021959149396409, -0.6777184062815371 ]	0.975005
1,767,574,518,375	dipole	[ -2.5996596679305584, -0.9517500631068521, 3.055757964428315 ]	[ 0.17605020332720178, -0.2857236942547625, 0.8371594178108115 ]	0.901924
1,767,574,577,380	dipole	[ -3.90004290220489, 0.8369818531529627, 1.1825039844225638 ]	[ 0.6062075065649002, 0.09405986357252605, -0.6235322795750642 ]	0.874716
1,767,574,523,394	dipole	[ 1.9918998711851543, -1.1684568458525446, -2.93461114504727 ]	[ -0.9133622427611858, -0.8284625940503652, -0.7217691580846304 ]	1.428822
1,767,574,519,077	dipole	[ 0.14157216873284306, 0.6694715430315834, 3.45066074565601 ]	[ 0.19106335402030794, 0.3072167116080424, 0.6737461070757935 ]	0.764736
1,767,574,573,460	dipole	[ 4.494142894252825, 4.763779210017107, 3.349583801837992 ]	[ -0.4349781714857517, 0.7910856061925793, 0.08229191837049088 ]	0.906529
1,767,574,542,331	dipole	[ -0.4322462360839985, 1.7124616264324766, 0.4430591958795549 ]	[ 0.600837385988656, -0.5226246575433258, 0.6704466585792417 ]	1.040981
1,767,574,518,827	dipole	[ -2.102506509323745, 3.645504404181076, -1.341443843986836 ]	[ -0.4734049364567372, -0.03679611746928124, -0.13676998697086695 ]	0.494138
1,767,574,170,065	dipole	[ -2.8711958847653154, -0.09375035654948682, 4.209968479889779 ]	[ 0.8673534156168128, -0.004145402689595068, 0.3354903604208588 ]	0.929985
1,767,574,532,870	dipole	[ -1.325810239455748, -3.091543319416108, 0.6480747985382462 ]	[ 0.7653295230152193, 0.5405685263260953, -0.6307305060243369 ]	1.129497
1,767,574,130,722	dipole	[ -2.020297409416675, -4.331842749791013, -0.7007614076647661 ]	[ -0.387485853580948, 0.26342789255105337, 0.4625146459504039 ]	0.658376
1,767,574,532,156	dipole	[ -4.770361972790351, -2.9527332468182275, 0.9170711704916557 ]	[ 0.014352637115754519, 0.683770364084618, 0.5105534096795039 ]	0.853471
1,767,574,577,280	dipole	[ 2.4671499762520623, 0.38763889995222844, -0.9910449105741048 ]	[ 0.5736975297171911, -0.53595003439342, -0.8014597743914043 ]	1.121922
1,767,574,532,971	dipole	[ -3.0273157322442046, -3.5398376253926287, -0.4045860596623596 ]	[ -0.42217996239077427, -0.6969592007061713, 0.46535875254423464 ]	0.938375
1,767,574,577,330	dipole	[ -2.156265312280423, -2.7102622055051286, -1.6175145265327628 ]	[ -0.46189438226542556, -0.19813684183483304, -0.16676666894169156 ]	0.529543
1,767,574,130,924	dipole	[ -3.582919877619398, 3.7706189149228075, 2.6842254936013177 ]	[ -0.03761596069967599, -0.48187604515777394, -0.8855586361000778 ]	1.008877
1,767,574,577,230	dipole	[ 2.953795607583122, 1.8220193054631528, 4.22614980005941 ]	[ 0.13837750656433534, -0.758895868417371, 0.7705881258921836 ]	1.090357
1,767,574,131,075	dipole	[ 3.622500213853841, 1.7977474961069162, 3.8514868116884395 ]	[ -0.3333153289882096, -0.8140336076274926, 0.5345327454515689 ]	1.029308
1,767,574,104,530	dipole	[ 0.7085855834073329, 4.055714393583375, 1.528727001029483 ]	[ 0.4607141633806404, -0.5216760552167181, 0.5022129090354115 ]	0.858266
1,767,574,573,560	dipole	[ -0.1808423885156052, -0.23455808810797896, 1.4876428866677904 ]	[ 0.03602354550572273, 0.21665732697639672, -0.4071286491374242 ]	0.462593
1,767,574,117,785	dipole	[ -3.268191500378277, -4.943801390547407, 0.7253337031580731 ]	[ -0.230855151908804, 0.5933512244049792, -0.04805381463845926 ]	0.63849
1,767,574,576,423	dipole	[ -0.582559449550637, 0.82897933146593, -0.7301446290527303 ]	[ -0.7705070677191577, -0.045195375535211024, -0.002497591532638177 ]	0.771835
1,767,574,104,937	dipole	[ 3.3537974438510068, -3.3283830474446274, -0.9052547998301708 ]	[ -0.8623390550088423, 0.8517882436565443, 0.9489811325922941 ]	1.539395
1,767,574,573,207	dipole	[ 0.4106356059323246, 3.0382309057553525, -1.036823204855084 ]	[ -0.4534215114232878, 0.5504329783901363, -0.5786310014404117 ]	0.918358
1,767,574,570,737	dipole	[ 2.5766157498448683, 0.5100855918405534, 3.653539941127524 ]	[ -0.749654430864851, -0.8533161886511762, 0.7553765815125906 ]	1.364084
1,767,574,117,735	dipole	[ 1.4917287920788602, 4.862291401721538, 1.350152707095441 ]	[ 0.4782103349491402, -0.1516133752705091, -0.610858889334229 ]	0.790456
1,767,574,159,150	dipole	[ 2.179734304201432, -1.6177613719011763, 0.2728370444101347 ]	[ 0.717746665923326, 0.2588293899108425, -0.9043460582179708 ]	1.183214
1,767,574,521,536	dipole	[ -4.669557319369359, 0.1383316671770929, -3.5536640355468743 ]	[ 0.294528810821989, -0.9157312290076911, -0.9698150647812616 ]	1.365962
1,767,574,130,974	dipole	[ -1.4946445462304492, 3.4787928047647974, -2.1801579183554622 ]	[ -0.8326258308422547, 0.5579152210215006, -0.8932356114628373 ]	1.342537
1,767,574,573,560	dipole	[ 1.7017686023320466, 0.08599361860737953, -4.340361039446354 ]	[ 0.7459319084777438, 0.08862919534711566, 0.7229204538531837 ]	1.042537
1,767,574,131,024	dipole	[ -1.3960097810198735, -0.1572825996235716, 4.885325182256109 ]	[ 0.41888697311814904, -0.04475445957637736, -0.10389479453431538 ]	0.433893
1,767,574,130,672	dipole	[ -4.767996366183328, 2.28797167219412, -0.4964057229544483 ]	[ 0.945289642945303, 0.39074650288209645, 0.6853444857577098 ]	1.23124
1,767,574,531,454	dipole	[ -2.148838328011778, 3.6403797253625427, -0.37500234464355464 ]	[ 0.4965382454629008, 0.08716367669353153, -0.22367035177326278 ]	0.551522
1,767,574,156,873	dipole	[ 3.127424608663254, -3.25066266202811, -0.904940225207731 ]	[ 0.5397175125972535, 0.4762371147387454, 0.22178837390825223 ]	0.753184

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# webXOS_MAGNET_DATASET

Homepage: webxos.netlify.app
Repository: https://huggingface.co/webXOS
Point of Contact: webXOS Team

Dataset Summary

This magnetic field simulation dataset was generated by the webXOS MAGNET DATASETS IDE which can be downloaded from the /generator/ folder so that users can create similar datasets. This dataset contains simulated magnetic field measurements for various magnet configurations.

Supported Tasks and Leaderboards

Magnetic field prediction
Physics simulation
Scientific machine learning
Sensor calibration

Languages

English

Dataset Structure

Data Instances

Each instance contains:

timestamp: Generation timestamp
type: Magnet type (dipole, solenoid, etc.)
position: [x, y, z] coordinates in meters
field: [Bx, By, Bz] magnetic field vector in Tesla
strength: Magnitude of magnetic field in Tesla

Data Splits

The dataset has only a train split with 71,225 examples.

Dataset Creation

Curation Rationale

This dataset was created to provide high-quality simulated magnetic field data for machine learning research in physics and engineering.

Source Data

Synthetic data generated using physics-based simulations.

Annotations

No annotations, only raw simulation data.

Personal and Sensitive Information

None.

Considerations for Using the Data

Social Impact of Dataset

This dataset enables research in electromagnetic field prediction and physics-informed machine learning.

Discussion of Biases

The data is synthetic and evenly distributed across magnet types.

Other Known Limitations

Data is simulated and may not match real-world measurements exactly.

Additional Information

Dataset Curators

webXOS Team

Licensing Information

Apache 2.0

Citation Information

@dataset{webxos_magnet_dataset,
  title = {Magnet Dataset},
  author = {webXOS},
  year = {2026},
  publisher = {webXOS for HF},
  version = {4.0.0}
}

Downloads last month: 61

Size of downloaded dataset files:

15.3 MB

Size of the auto-converted Parquet files:

5.14 MB

Number of rows:

71,225