Files
lammps/examples/PACKAGES/pod/Ta_Quadratic/Ta_training_analysis.pod
Axel Kohlmeyer 56cb967991 enforce consisten eigenvector signs for ML-POD parameter coefficients
This also updates the bundled coeffs file and reference outputs.
2023-01-05 22:43:53 -05:00

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# Displaced_A15.xyz
config # atoms energy DFT energy energy error force DFT force force error
1 64 -754.2481469 -754.220443 0.0004328739544 8.011514562 8.398670477 0.06376624845
2 64 -753.8045629 -753.865255 0.0009483144042 9.036674821 9.134430545 0.07283326238
3 64 -754.1013214 -754.0221 0.001237834258 8.637024088 9.017261102 0.06364800593
4 64 -754.2847414 -754.279613 8.013173542e-05 8.107730622 8.381725092 0.06510174353
5 64 -753.8382044 -753.777209 0.0009530527364 9.104258904 9.478314477 0.07200164536
6 64 -754.0793448 -754.048643 0.0004797149286 8.152198894 8.465317938 0.06707941365
7 64 -754.3310528 -754.317603 0.0002101531052 7.9440922 8.127690491 0.05987172107
8 64 -754.0070856 -753.969161 0.0005925720361 9.179443805 9.425464952 0.06695320222
9 64 -754.1450602 -754.141988 4.800358611e-05 8.574170786 8.821346913 0.06628506232
# Displaced_BCC.xyz
config # atoms energy DFT energy energy error force DFT force force error
10 54 -630.8081935 -631.019667 0.003916175555 15.97497534 16.625876 0.1021118679
11 54 -631.4580134 -631.719595 0.004844103559 15.24068949 15.58666626 0.1043856792
12 54 -631.1667566 -631.386255 0.004064785931 15.46091788 15.92378883 0.1062824093
13 54 -632.3004944 -632.575826 0.005098733346 14.4261974 14.55977162 0.0983914465
14 54 -630.089475 -630.450212 0.006680315456 16.78432947 16.96340726 0.1085102316
15 54 -631.3402507 -631.669379 0.006094968558 15.8289421 16.05757315 0.1000888617
16 54 -632.0447348 -632.431277 0.007158189539 14.73098416 14.69810718 0.09621569386
17 54 -630.7186536 -630.960068 0.004470636457 15.62236511 15.99073148 0.1063789621
18 54 -623.3884977 -623.378198 0.0001907343232 23.9739298 24.67640432 0.1519105596
# Displaced_FCC.xyz
config # atoms energy DFT energy energy error force DFT force force error
19 48 -556.0112403 -555.899463 0.002328692864 5.300795546 6.084617063 0.07215982294
20 48 -555.9884377 -555.922478 0.001374159425 5.509767245 6.297071211 0.08438730171
21 48 -555.8765558 -555.800269 0.001589309295 5.420812146 6.021098636 0.07404418561
22 48 -556.2511475 -556.196151 0.001145760427 4.541854917 5.127955094 0.06609455537
23 48 -555.6590668 -555.488929 0.003544536845 6.087063152 7.050223459 0.09107542897
24 48 -556.1020655 -556.027926 0.001544573067 5.048523277 5.611881174 0.06751584111
25 48 -556.0607474 -555.968399 0.001923924855 5.209756732 5.979217189 0.08024047849
26 48 -556.0598015 -556.047132 0.0002639485133 4.995519804 5.544452585 0.07745361595
27 48 -555.8256424 -555.747848 0.00162071731 5.762702675 6.47892568 0.08480576837
# Elastic_BCC.xyz
config # atoms energy DFT energy energy error force DFT force force error
28 2 -23.69025375 -23.689367 0.0004433751768 0.0006229111456 0.0006222748589 9.850534294e-07
29 2 -23.690768 -23.689888 0.0004399996606 0.0006181832344 0.0006166052222 1.005063831e-06
30 2 -23.69082186 -23.689996 0.0004129292199 0.0008798076914 0.0008810425642 1.748431771e-06
31 2 -23.69166748 -23.690957 0.0003552395228 1.000599546e-06 0 4.011214433e-07
32 2 -23.69137648 -23.690521 0.0004277406839 0.0005992884516 0.0005982273815 7.219402767e-07
33 2 -23.69120607 -23.69038 0.000413036746 0.000594795449 0.0005925723585 9.949794864e-07
34 2 -23.6900782 -23.689202 0.000438099978 0.0006263336007 0.0006279363025 1.111474332e-06
35 2 -23.69121642 -23.690482 0.0003672088475 0.00086350893 0.0008640138888 1.400551425e-06
36 2 -23.69074792 -23.689902 0.0004229601404 0.0006176589245 0.0006152154094 9.894995842e-07
37 2 -23.6914111 -23.690563 0.0004240514006 0.0006052368582 0.0006038725031 4.148713688e-07
38 2 -23.69095105 -23.690207 0.0003720253444 0.001071999394 0.00107369735 7.195087511e-07
39 2 -23.69007856 -23.689285 0.0003967806815 0.0008875291033 0.000890013483 1.187797446e-06
40 2 -23.69061639 -23.689768 0.0004241940528 0.00107874486 0.001080249045 1.09850755e-06
41 2 -23.69064479 -23.68968 0.0004823957182 0.0008702114429 0.0008680034562 8.482668094e-07
42 2 -23.6910243 -23.690074 0.0004751495365 0.001368926593 0.001373818765 2.351835771e-06
43 2 -23.68910107 -23.688108 0.0004965341502 0.0006334704764 0.0006336134468 5.990110163e-07
44 2 -23.69003986 -23.689241 0.0003994287496 0.0008886654529 0.0008880101351 1.319380731e-06
45 2 -23.69042994 -23.68952 0.0004549677771 0.0008868888968 0.0008860011287 4.688590432e-07
46 2 -23.68738487 -23.686278 0.0005534329248 0.0006426681164 0.0006406777661 9.718938063e-07
47 2 -23.69095089 -23.690097 0.0004269463837 0.0008409065407 0.0008410160522 1.331153983e-06
48 2 -23.69158161 -23.690811 0.0003853032969 0.0008464480591 0.0008500070588 1.611890257e-06
49 2 -23.69114597 -23.690266 0.0004399838162 0.001039354626 0.001044322747 3.354760892e-06
50 2 -23.6914223 -23.690597 0.0004126524984 0.001045529019 0.001050833003 2.164890519e-06
51 2 -23.69157045 -23.690673 0.000448723371 0.0006045419676 0.0006038907186 7.138092253e-07
52 2 -23.69135377 -23.690551 0.0004013838132 0.0008554941993 0.0008590064028 1.199818147e-06
53 2 -23.6914855 -23.690693 0.0003962481391 0.0008561040807 0.0008590110593 1.062310127e-06
54 2 -23.69110782 -23.69021 0.0004489100066 0.0008699576152 0.0008730051546 1.100920756e-06
55 2 -23.68987142 -23.688943 0.0004642105928 0.0008789741194 0.0008800306813 8.92018913e-07
56 2 -23.69108099 -23.690136 0.0004724937378 0.0005971006713 0.000593996633 9.809423198e-07
57 2 -23.6884849 -23.687444 0.0005204491042 0.000904649919 0.000903059245 1.159812589e-06
58 2 -23.69061659 -23.689801 0.0004077963743 0.0008734822906 0.0008740011442 2.825876968e-07
59 2 -23.69129673 -23.690408 0.0004443659273 8.294238722e-07 0 3.094976672e-07
60 2 -23.69128183 -23.690362 0.0004599146039 0.0006083806397 0.0006067503605 7.610598464e-07
61 2 -23.68992958 -23.688881 0.0005242884644 0.000821029922 0.0008250054545 1.71686782e-06
62 2 -23.6913441 -23.690515 0.0004145518648 0.001475621399 0.001475779794 2.84677577e-06
63 2 -23.69141171 -23.690551 0.0004303564504 0.0005957866015 0.0005996599036 1.20514709e-06
64 2 -23.69029628 -23.689487 0.0004046403158 0.0006212225944 0.0006194384554 9.873937532e-07
65 2 -23.69072139 -23.68986 0.0004306945962 0.0008858828979 0.0008860124153 5.860284088e-07
66 2 -23.69018379 -23.689288 0.0004478949008 0.001400963016 0.001396479144 1.244329984e-06
67 2 -23.69129611 -23.690457 0.0004195546182 0.0005914019669 0.0005939831647 1.147186262e-06
68 2 -23.69084551 -23.689792 0.0005267528672 0.0008274902414 0.0008340587509 2.923475453e-06
69 2 -23.69101454 -23.690006 0.0005042723904 0.0005874526839 0.0005897694465 1.183912924e-06
70 2 -23.69137638 -23.690571 0.000402691994 0.0005935054979 0.0005939781141 8.884918862e-07
71 2 -23.69114123 -23.690213 0.0004641143201 0.001085937193 0.001084315452 6.623820068e-07
72 2 -23.69146017 -23.690617 0.0004215869658 0.0005980165481 0.0006024682564 1.268404944e-06
73 2 -23.69063494 -23.689761 0.0004369696294 0.0008787872001 0.0008790688255 2.274049375e-06
74 2 -23.69116059 -23.69027 0.0004452958397 6.913233052e-07 0 2.060281613e-07
75 2 -23.69134793 -23.690599 0.0003744660576 0.0006108390866 0.0006137752031 6.96527736e-07
76 2 -23.69149586 -23.69061 0.0004429283645 9.198413091e-07 0 3.754401369e-07
77 2 -23.69139951 -23.690603 0.0003982565418 0.0008543320292 0.0008590331775 1.578633627e-06
78 2 -23.68884519 -23.687908 0.0004685934904 0.0009053957054 0.0009010105438 1.657834627e-06
79 2 -23.69142551 -23.690688 0.0003687527847 0.0008461959647 0.0008470064935 1.246502358e-06
80 2 -23.69088798 -23.689988 0.0004499883039 0.0006191457459 0.0006194465272 7.974697206e-07
81 2 -23.69054504 -23.689613 0.0004660181693 0.0008740608763 0.0008740732235 7.595219281e-07
82 2 -23.69150291 -23.690678 0.0004124547512 0.000610815565 0.0006123757017 8.071847352e-07
83 2 -23.69107508 -23.69017 0.0004525405781 0.0008712164372 0.0008750051428 1.391960695e-06
84 2 -23.68888774 -23.687892 0.0004978720826 0.001115255323 0.001112070142 1.300271383e-06
85 2 -23.69100617 -23.690132 0.0004370853773 0.0008623539978 0.000868018433 1.989797184e-06
86 2 -23.69156961 -23.690843 0.0003633026522 0.0006034844173 0.0006081134763 1.367563513e-06
87 2 -23.6914135 -23.690598 0.0004077495027 0.001205622469 0.001217674833 4.139579599e-06
88 2 -23.69152569 -23.690656 0.0004348453461 0.0005982210923 0.0006024765556 1.339909066e-06
89 2 -23.69122964 -23.690254 0.00048782182 0.001039614512 0.001043496047 2.818899799e-06
90 2 -23.69160573 -23.690694 0.0004558641588 0.0006005238032 0.0006010740387 4.468144277e-07
91 2 -23.69097667 -23.690097 0.0004398327929 0.0008742196236 0.0008730234819 9.401054078e-07
92 2 -23.68931978 -23.688402 0.000458891277 0.0006323492378 0.000632180354 2.788895255e-07
93 2 -23.68957636 -23.688669 0.0004536814608 0.001093068336 0.001092474256 1.597403354e-06
94 2 -23.69136079 -23.690538 0.0004113951269 0.0008559692215 0.0008610145179 1.717480332e-06
95 2 -23.69064046 -23.689722 0.0004592296819 0.0006203235661 0.0006251287867 1.466428815e-06
96 2 -23.69148677 -23.690581 0.0004528827615 7.127210559e-07 0 2.255863159e-07
97 2 -23.68967251 -23.688755 0.0004587561741 0.0006269092047 0.0006251143895 8.456044924e-07
98 2 -23.69038245 -23.689312 0.0005352258985 0.0008260738577 0.0008290597083 1.434578094e-06
99 2 -23.6885155 -23.687388 0.000563750435 0.001127068066 0.001120237475 2.790106364e-06
100 2 -23.69147138 -23.690664 0.0004036883861 0.0006101343713 0.0006109402589 2.333308226e-07
101 2 -23.69059185 -23.68941 0.0005909264985 0.0005851627979 0.0005883553348 1.578359791e-06
102 2 -23.69082355 -23.690035 0.0003942730081 0.0008795919888 0.0008810062429 8.322915827e-07
103 2 -23.69101815 -23.690015 0.0005015766298 0.0008420116739 0.0008450195264 1.339928081e-06
104 2 -23.6915919 -23.690752 0.0004199497676 0.0005974770628 0.0005996415596 9.70808844e-07
105 2 -23.69060481 -23.689825 0.0003899065755 0.0008774617579 0.0008800215906 1.681761199e-06
106 2 -23.69149834 -23.690562 0.0004681676 0.0008527074936 0.0008560011682 1.11226924e-06
107 2 -23.69145561 -23.690622 0.0004168050595 0.0008363624298 0.0008390017878 8.930611273e-07
108 2 -23.68965306 -23.688764 0.0004445297309 0.0008936263738 0.0008910185183 1.309339573e-06
109 2 -23.69077552 -23.690011 0.0003822592712 0.0006203793746 0.0006194287691 3.133550229e-07
110 2 -23.68867102 -23.687696 0.0004875100015 0.001086068328 0.001087589996 1.327020171e-06
111 2 -23.69172933 -23.691019 0.0003551646935 0.000852013148 0.0008540035129 9.847230007e-07
112 2 -23.68991099 -23.689025 0.000442996005 6.46227386e-07 0 2.557212911e-07
113 2 -23.69080506 -23.689952 0.0004265318142 7.012777671e-07 0 2.758977769e-07
114 2 -23.69152793 -23.69061 0.0004589654148 0.0008542966264 0.0008580011655 1.338482046e-06
115 2 -23.69153556 -23.690595 0.0004702783823 0.000867974804 0.0008680069124 6.687384672e-07
116 2 -23.69117399 -23.690231 0.000471493636 0.0005924023762 0.0005925892338 1.259776007e-07
117 2 -23.69139497 -23.690469 0.0004629856458 0.0008486906688 0.0008500294113 6.344879116e-07
118 2 -23.69122801 -23.690482 0.0003730070077 0.0008734801582 0.0008740102974 2.172190141e-07
119 2 -23.69055118 -23.689613 0.0004690919274 0.0008237358825 0.0008320192305 2.927942421e-06
120 2 -23.68847553 -23.687426 0.0005247657372 0.001093739709 0.00109577735 8.307823424e-07
121 2 -23.69041353 -23.689562 0.000425762889 0.0006210724415 0.0006265237426 1.574752432e-06
122 2 -23.69137916 -23.6904 0.0004895814578 3.712921801e-07 0 1.509058252e-07
123 2 -23.69152029 -23.690561 0.0004796427403 0.0005964911748 0.0005982273815 1.201511775e-06
124 2 -23.69012377 -23.689107 0.0005083837539 0.0008124995989 0.0008180073349 1.97846325e-06
125 2 -23.69112303 -23.690145 0.000489014125 0.0008742245309 0.0008740766557 1.981010569e-06
126 2 -23.6913827 -23.690482 0.00045035056 0.0005944563316 0.0005939983165 2.227151791e-07
127 2 -23.69071568 -23.689864 0.0004258388591 0.0008855411376 0.0008860124153 7.974985004e-07
# Elastic_FCC.xyz
config # atoms energy DFT energy energy error force DFT force force error
128 4 -46.43709855 -46.437936 0.0002093617328 0.0008950059332 0.001265949446 0.0001464529791
129 4 -46.4407039 -46.438504 0.0005499744469 0.0009975948265 0.001492549497 0.0001384062515
130 4 -46.43497365 -46.436378 0.0003510867184 0.0005521282525 0.000810592376 9.989141969e-05
131 4 -46.44077415 -46.441551 0.0001942123898 0.001132197907 0.001283675193 6.296966657e-05
132 4 -46.41517164 -46.416957 0.0004463408133 0.000917990147 0.001186145859 8.226324971e-05
133 4 -46.43849879 -46.440495 0.0004990529713 0.001000780113 0.001212440514 6.935590465e-05
134 4 -46.43777706 -46.437972 4.873595839e-05 0.001389269665 0.002358226452 0.0002414827518
135 4 -46.44772061 -46.44586 0.0004651524929 0.00136379307 0.002033949852 0.0001874009366
136 4 -46.43566097 -46.435744 2.075858871e-05 0.0009531675039 0.001690849491 0.0002499304712
137 4 -46.4397151 -46.438209 0.0003765248409 0.0008871611703 0.001160049999 6.827992039e-05
138 4 -46.42609455 -46.42629 4.886349894e-05 0.0005556350766 0.0005297018029 1.21651498e-05
139 4 -46.44149051 -46.443301 0.0004526223375 0.001132510738 0.001818421568 0.0001734412988
140 4 -46.43896893 -46.439002 8.267473937e-06 0.001179879164 0.001416973535 6.937478941e-05
141 4 -46.43123555 -46.432438 0.0003006112875 0.001147766739 0.001010469198 6.008540236e-05
142 4 -46.41017485 -46.412654 0.0006197883649 0.001371501311 0.001801959766 0.0001610014112
143 4 -46.44246774 -46.443231 0.0001908144167 0.0008879088126 0.001691590967 0.0001867981938
144 4 -46.43057135 -46.431513 0.0002354128564 0.001455115574 0.001680544852 7.970584502e-05
145 4 -46.43314849 -46.435608 0.0006148766383 0.000895665005 0.0009593039143 1.661569891e-05
146 4 -46.43895751 -46.437689 0.0003171270659 0.001001644887 0.001217708504 8.864745791e-05
147 4 -46.4271122 -46.428447 0.0003336990143 0.001053852574 0.002060081552 0.0002791878204
148 4 -46.43182739 -46.432255 0.000106902789 0.0007125255966 0.0006274201144 7.371627608e-05
149 4 -46.44177161 -46.442315 0.0001358463057 0.001140463867 0.002424436842 0.0003371037421
150 4 -46.43717254 -46.436613 0.000139884251 0.0005515470124 0.0005321240457 4.25980675e-05
151 4 -46.43004027 -46.430825 0.0001961823592 0.001008902912 0.001399987143 0.0001075255834
152 4 -46.43208405 -46.43312 0.0002589881882 0.0005518528033 0.0007272771136 5.274203147e-05
153 4 -46.43371444 -46.434347 0.000158140244 0.0008969169177 0.001284451634 0.000116451331
154 4 -46.42879982 -46.430573 0.0004432948912 0.0009069765322 0.001315746176 0.0001014266222
155 4 -46.44729799 -46.445665 0.0004082485341 0.001210137892 0.00180789159 0.0001638465464
156 4 -46.43544342 -46.435898 0.0001136447769 0.0008978231434 0.001869300939 0.0002335504461
157 4 -46.44021163 -46.442107 0.0004738424917 0.0007064270827 0.0006020930161 3.471655618e-05
158 4 -46.43498956 -46.434432 0.0001393896227 0.0009533481605 0.001092982159 7.242855265e-05
159 4 -46.43803608 -46.436308 0.0004320210529 0.001263659168 0.001839150891 0.0001727461868
160 4 -46.42268734 -46.423938 0.0003126642441 0.001014412719 0.001463463016 0.0001717552709
161 4 -46.42662921 -46.428115 0.0003714482928 0.0007136207063 0.0008584497656 6.405723837e-05
162 4 -46.42531434 -46.4269 0.0003964160099 0.001206355349 0.001845719914 0.0002046485876
163 4 -46.42224822 -46.421142 0.00027655517 0.001156356408 0.001309150106 4.994079618e-05
164 4 -46.4302643 -46.432233 0.0004921743842 0.0007882966199 0.0007253109678 2.466489974e-05
165 4 -46.43017473 -46.429408 0.0001916835518 0.000899021915 0.001068327665 6.208651635e-05
166 4 -46.44541887 -46.445145 6.846642975e-05 0.001028604344 0.001776038288 0.0001975509563
167 4 -46.43410132 -46.435868 0.0004416698523 0.00126629641 0.002376074704 0.0003279007933
168 4 -46.43919494 -46.439663 0.0001170158831 0.0005441672792 0.001119403413 0.0001039537827
169 4 -46.42584101 -46.428287 0.0006114968909 0.001286554794 0.001277000392 3.606396056e-05
170 4 -46.42254993 -46.424584 0.000508517271 0.0007166928246 0.0008032957114 3.058246984e-05
171 4 -46.41053526 -46.413045 0.0006274344802 0.001077488731 0.001248322074 4.395073797e-05
172 4 -46.43440112 -46.436994 0.0006482191497 0.0009567631962 0.001331939188 0.0001491134491
173 4 -46.44377744 -46.443604 4.335911262e-05 0.0009956173287 0.001177046303 8.761456142e-05
174 4 -46.44028269 -46.439718 0.0001411716593 9.067044161e-07 0 2.475504855e-07
175 4 -46.43723548 -46.435527 0.0004271206705 0.001133620344 0.0009338393866 8.014312499e-05
176 4 -46.43396161 -46.434787 0.0002063465503 0.001150111339 0.00117329195 4.934565354e-05
177 4 -46.43612253 -46.434929 0.0002983823621 0.001267526966 0.001349491756 5.093502218e-05
178 4 -46.42638491 -46.426499 2.852244117e-05 0.001164859691 0.001248937949 4.347949244e-05
179 4 -46.43717201 -46.437025 3.675245971e-05 0.0007725496777 0.000938418883 6.831038049e-05
180 4 -46.4281895 -46.428937 0.0001868757356 0.001151243959 0.001286352984 4.994282406e-05
181 4 -46.44116364 -46.442516 0.0003380892793 0.0007032387465 0.00094855469 0.0001088604201
182 4 -46.42978258 -46.428736 0.0002616440103 0.001009629916 0.001424321593 0.0001089615662
183 4 -46.43305551 -46.433359 7.587361447e-05 0.001156682853 0.001276381604 4.128766832e-05
184 4 -46.44006475 -46.438799 0.0003164382753 0.0007752996065 0.0008186940821 3.548756745e-05
185 4 -46.44169053 -46.441993 7.561864672e-05 0.0008970969052 0.001887735151 0.0002223397932
186 4 -46.43727222 -46.439033 0.0004401954936 0.0007708721088 0.000821568013 4.107007018e-05
187 4 -46.43632517 -46.436967 0.0001604574289 0.001052390296 0.001482323514 0.0001388091482
188 4 -46.42718259 -46.427245 1.560352526e-05 0.001072419721 0.001293885621 7.709435507e-05
189 4 -46.43874841 -46.438046 0.0001756024201 0.001260671216 0.001627288542 0.0001002074435
190 4 -46.41877429 -46.420083 0.0003271768634 0.00142160315 0.002395244873 0.0003233098312
191 4 -46.44621445 -46.445247 0.0002418615665 0.0009904374428 0.001219330964 5.687306262e-05
192 4 -46.44511464 -46.446044 0.0002323410927 0.0008790838348 0.001305329077 0.0001107509197
193 4 -46.43564394 -46.434472 0.0002929851777 0.000890378693 0.0008323340675 4.743679034e-05
194 4 -46.44317175 -46.44458 0.0003520619573 0.0007034014662 0.0009744208536 5.172015881e-05
195 4 -46.44087095 -46.441776 0.0002262624122 0.00113922313 0.001339231869 8.765052415e-05
196 4 -46.43719326 -46.436389 0.0002010659177 0.001277508928 0.001786741168 0.0001303767454
197 4 -46.44563996 -46.446416 0.0001940097871 0.0007007387602 0.0006588778339 5.645487424e-05
198 4 -46.44980864 -46.449806 6.606823266e-07 0.001232826529 0.002135055034 0.0002384857832
199 4 -46.42466674 -46.427189 0.0006305654832 0.001011828255 0.001050788276 2.797047454e-05
200 4 -46.42588993 -46.427857 0.000491766418 0.001010915484 0.001487666629 0.0001398462887
201 4 -46.44273693 -46.44004 0.0006742317456 0.0007050795233 0.000757202747 2.506458135e-05
202 4 -46.43659247 -46.437214 0.0001553829854 0.0008924045914 0.001505586265 0.0001475571029
203 4 -46.42189527 -46.422628 0.0001831835233 0.0009120248848 0.001601713458 0.0002207350143
204 4 -46.44387014 -46.443535 8.378431277e-05 0.001253187495 0.001590304373 0.0001006147174
205 4 -46.4386991 -46.439922 0.0003057254875 0.001138308324 0.001530493385 0.0001018467819
206 4 -46.43732669 -46.437675 8.707637653e-05 0.00144833639 0.002440246094 0.0003149341193
207 4 -46.44459348 -46.445558 0.0002411303465 0.0008716893522 0.00113392416 7.56134454e-05
208 4 -46.43888136 -46.439106 5.615896373e-05 0.001259801268 0.001830731002 0.0001709222499
209 4 -46.44452218 -46.443073 0.000362294488 0.0005355233492 0.0005766870902 1.79131844e-05
210 4 -46.44072829 -46.4397 0.0002570727366 0.0008912594074 0.001204174406 7.190949652e-05
211 4 -46.43632905 -46.436374 1.123701302e-05 0.00100454144 0.001461656594 0.0001640759619
212 4 -46.42622449 -46.426557 8.312836801e-05 0.0009090508417 0.001359624213 9.618645017e-05
213 4 -46.43334095 -46.434009 0.0001670117853 0.001064727099 0.001391131194 0.0001118380718
214 4 -46.43528491 -46.436262 0.0002442735765 0.001381671175 0.002503347159 0.0002862586192
215 4 -46.43302209 -46.434505 0.0003707286996 0.001050895795 0.001041637173 1.894959196e-05
216 4 -46.43866543 -46.438768 2.564354619e-05 0.001038218613 0.001098285027 4.514351427e-05
217 4 -46.43867092 -46.440254 0.000395771139 0.0005510961745 0.0006069892915 4.783705107e-05
218 4 -46.42481603 -46.42286 0.0004890086715 0.0005673661918 0.0007365242698 6.506184883e-05
219 4 -46.41707211 -46.418078 0.0002514715464 0.001292943265 0.002028412187 0.0002017017408
220 4 -46.44058128 -46.440513 1.706961588e-05 0.0008917162415 0.001158189967 9.459271337e-05
221 4 -46.40786735 -46.409824 0.000489161666 0.000915995593 0.001759573812 0.0002027400318
222 4 -46.44176165 -46.440329 0.0003581615225 0.0007050784001 0.0009534044263 7.330945846e-05
223 4 -46.43764613 -46.43773 2.096761683e-05 0.000774718051 0.000926180328 6.358620287e-05
224 4 -46.41646676 -46.416525 1.456068592e-05 0.0007183862165 0.0007573664899 3.367541267e-05
225 4 -46.44086814 -46.440293 0.0001437843048 0.0008909024924 0.0007725386722 2.803785114e-05
226 4 -46.44027213 -46.43839 0.0004705337314 0.000707862011 0.0005612022808 3.305821092e-05
227 4 -46.44117428 -46.438916 0.0005645706045 0.0008843758872 0.001650878554 0.0001728226219
# GSF_110.xyz
config # atoms energy DFT energy energy error force DFT force force error
228 24 -278.9717069 -279.068761 0.004043919984 1.716820818 1.756353161 0.02195804808
229 24 -279.8354387 -279.784296 0.002130947227 0.8360148085 0.9057668891 0.02306494198
230 24 -279.920921 -279.901657 0.0008026661363 0.2958425997 0.001565946359 0.01411644584
231 24 -279.6113309 -279.584238 0.001128870276 1.136927478 1.035572248 0.0268109436
232 24 -279.8354404 -279.784283 0.002131557004 0.8360112083 0.9056396189 0.02305363685
233 24 -279.302435 -279.302158 1.154096848e-05 1.736732738 1.771965137 0.03376130194
234 24 -279.5958843 -279.55564 0.001676844981 1.457718936 1.405626506 0.02601748107
235 24 -279.1575825 -279.246939 0.003723187357 0.7701803397 0.4813964151 0.04047323625
236 24 -279.3024375 -279.302157 1.168852836e-05 1.736736025 1.771953347 0.03376039536
237 24 -279.1575946 -279.246935 0.003722518226 0.7692677843 0.4809484798 0.04044520421
238 24 -279.9208868 -279.896025 0.001035907873 0.2963184571 0.01060549839 0.01410249844
239 24 -279.6115695 -279.584237 0.001138852664 1.13770573 1.035836121 0.02686761528
240 24 -279.064529 -279.124427 0.002495750967 1.76375665 1.809545887 0.03536482035
241 24 -279.3562359 -279.379366 0.000963755899 1.070359933 0.8982692706 0.03586365384
242 24 -279.3561337 -279.37937 0.0009681791432 1.070187041 0.898081355 0.03582334182
243 24 -279.0645273 -279.124427 0.002495818902 1.763753116 1.809523374 0.03536507377
244 24 -279.920921 -279.901657 0.0008026661364 0.295842601 0.001570374478 0.01411415473
245 24 -279.835369 -279.79264 0.001780376182 0.7694168746 0.8392614852 0.02365583077
246 24 -279.9208868 -279.896025 0.001035907873 0.2963184557 0.01060243293 0.01410273421
247 24 -279.0819585 -279.206496 0.005189061107 0.548788431 0.005326518563 0.03225764062
248 24 -279.5958869 -279.55564 0.001676956181 1.457719116 1.4056319 0.02601845486
249 24 -279.8353874 -279.79264 0.001781141415 0.7694021079 0.8392625708 0.0236575616
# GSF_112.xyz
config # atoms energy DFT energy energy error force DFT force force error
250 30 -345.1958147 -345.175835 0.0006659888828 1.417827685 1.057395322 0.04924259711
251 30 -346.4091654 -346.361714 0.001581712645 1.014644886 1.220284939 0.04659093523
252 30 -345.9623042 -345.795524 0.005559340233 1.678459906 2.112860875 0.06265040874
253 30 -345.1047773 -345.164602 0.001994157897 1.817583015 1.765832199 0.05258058387
254 30 -346.5687925 -346.593523 0.0008243492414 0.5266160053 0.01148867129 0.03755504848
255 30 -346.4165137 -346.396186 0.0006775885975 1.101956458 0.9954683928 0.04399110332
256 30 -345.2521553 -345.319406 0.00224168982 2.024011434 1.772040852 0.05936118376
257 30 -345.5898528 -345.594794 0.0001647082757 2.048144835 1.516014157 0.06040121307
258 30 -346.0297765 -345.98566 0.001470549283 1.767327791 1.406252265 0.05243702855
259 30 -345.5053828 -345.383994 0.004046292585 1.336428571 0.963574308 0.05104895348
260 30 -346.5686342 -346.582564 0.0004643258311 0.5264214865 0.0126740587 0.03760971825
261 30 -345.4208872 -345.452139 0.001041727499 3.011665478 2.787719406 0.06345649484
262 30 -346.5687922 -346.593523 0.000824358736 0.5266293188 0.01148834 0.03755660424
263 30 -345.4303122 -345.281949 0.004945440141 1.947208063 1.873142686 0.05337069289
264 30 -345.95932 -345.928661 0.001021967701 2.362723976 2.100874472 0.05002108374
265 30 -345.0137677 -345.111657 0.003262976998 3.19378163 3.358068319 0.06536423133
266 30 -346.4078756 -346.367123 0.001358420679 1.085591236 1.335797131 0.04639235845
267 30 -346.5685864 -346.582565 0.0004659529893 0.5264879505 0.01254743735 0.03760890253
268 30 -344.8663405 -344.91356 0.001573984549 2.930408919 3.441834403 0.06926998065
269 30 -345.9709087 -345.836703 0.004473521714 1.391835251 1.608769148 0.0557054003
270 30 -345.0229891 -344.984307 0.001289401895 2.372016819 2.542628782 0.05571749983
271 30 -346.4089445 -346.393931 0.0005004501598 1.297845976 1.211680725 0.04319349672
# Liquid.xyz
config # atoms energy DFT energy energy error force DFT force force error
272 100 -1105.559726 -1105.601723 0.0004199683753 30.70196346 31.39853886 0.2273901869
273 100 -1099.629534 -1099.673012 0.0004347802829 31.98646736 32.03167218 0.2226202775
274 100 -1121.43168 -1121.31506 0.001166195007 21.23863202 20.81076453 0.2037539309
# Surface.xyz
config # atoms energy DFT energy energy error force DFT force force error
275 24 -279.9208871 -279.911828 0.0003774634676 0.2963192975 0.002753093533 0.01433131958
276 48 -554.241479 -555.359452 0.02329110353 1.363109446 0.003020630398 0.0573825018
277 40 -459.5808398 -459.216162 0.009116945293 3.33149843 5.0461364 0.07877996461
278 40 -460.5932467 -461.144076 0.01377073163 0.8854479197 0.005582740008 0.03813349763
279 24 -279.8214986 -279.635146 0.007764693427 0.982012045 1.288799837 0.01857540863
280 30 -346.5687933 -346.592525 0.000791056775 0.5266154723 0.008446203407 0.03726637101
281 30 -346.0051971 -345.744506 0.008689702509 2.266739618 3.124961367 0.06591070739
# Volume_A15.xyz
config # atoms energy DFT energy energy error force DFT force force error
282 8 -67.00264003 -66.990732 0.001488503243 8.978495355e-15 0 1.554167674e-15
283 8 -72.95775645 -72.957807 6.318335608e-06 6.173563626e-14 0 9.086337007e-15
284 8 -94.15079079 -94.145745 0.0006307242955 1.257001279e-14 0 1.651353601e-15
285 8 -94.55576971 -94.554682 0.0001359640227 7.864226848e-15 0 1.351609702e-15
286 8 -79.41650989 -79.438363 0.002731638712 2.922311383e-14 0 4.6112564e-15
287 8 -69.6319055 -69.627817 0.0005110626381 3.131450246e-15 0 5.512083845e-16
288 8 -82.6140242 -82.604907 0.001139650038 1.015341342e-14 0 1.573105072e-15
289 8 14.8871533 14.89048 0.0004158371788 2.179622647e-13 0 3.718594804e-14
290 8 -94.35602701 -94.367599 0.001446498413 1.681327296e-14 0 2.430951383e-15
291 8 -89.2494361 -89.248227 0.0001511372198 1.602695388e-14 0 2.27566808e-15
292 8 -87.22359357 -87.211997 0.001449571359 5.891018761e-15 0 1.023486851e-15
293 8 -93.64917633 -93.66897 0.002474209194 1.737070481e-15 0 2.726891929e-16
294 8 -7.974970896 -7.989166 0.001774387948 5.346466786e-13 0 7.317740119e-14
295 8 -84.99735697 -84.982834 0.001815371577 1.628985705e-15 0 2.68014777e-16
296 8 -92.51696442 -92.536373 0.002426072159 3.702813287e-14 0 5.965135793e-15
297 8 -26.79883523 -26.77612 0.002839403163 2.314654929e-13 0 3.768467838e-14
298 8 -77.53738473 -77.544107 0.0008402842141 2.975839122e-15 0 5.1405639e-16
299 8 -80.11476757 -80.114217 6.882064461e-05 9.414427891e-15 0 1.325473296e-15
300 8 -42.12903262 -42.143041 0.001751047533 2.610061598e-13 0 3.565304919e-14
301 8 -91.02990946 -91.040671 0.001345192241 8.368513177e-15 0 1.310872707e-15
302 8 -84.50933121 -84.499231 0.001262526145 5.714110441e-14 0 1.066782658e-14
303 8 -61.79844789 -61.825173 0.003340638518 6.62953849e-15 0 1.015391475e-15
304 8 -91.13057644 -91.156873 0.003287069749 4.719369293e-15 0 6.76336609e-16
305 8 -54.64916677 -54.658744 0.001197153514 1.464956394e-13 0 2.113576767e-14
306 8 -72.27319255 -72.277255 0.0005078062019 8.658199332e-16 0 1.410908427e-16
307 8 -74.9147183 -74.923334 0.001076962465 4.434219242e-15 0 6.615078855e-16
308 8 -64.81833247 -64.798066 0.002533308735 3.748412002e-14 0 5.576268614e-15
309 8 -93.03489726 -93.048342 0.001680592822 1.857310674e-14 0 2.604235054e-15
310 8 -64.39098013 -64.38702 0.0004950167019 5.001001166e-15 0 5.722057666e-16
311 8 -88.36401125 -88.352871 0.001392531574 1.47982807e-14 0 2.645507511e-15
# Volume_BCC.xyz
config # atoms energy DFT energy energy error force DFT force force error
312 2 -16.76594323 -16.763625 0.0011591154 3.058627912e-16 0 7.979727989e-17
313 2 16.31372699 16.314145 0.0002090027274 8.186542193e-13 0 2.624717573e-13
314 2 -21.21034402 -21.209071 0.000636508568 6.029606478e-15 0 1.688464572e-15
315 2 -15.7845968 -15.780524 0.002036397536 5.051396178e-14 0 1.863971217e-14
316 2 -18.99841038 -19.002205 0.001897311189 3.70201696e-14 0 1.247006253e-14
317 2 -22.6245193 -22.620568 0.001975650815 3.866866338e-15 0 1.424786215e-15
318 2 4.098164527 4.096885 0.0006397634862 6.334293648e-14 0 2.151519703e-14
319 2 56.26275599 56.26276 2.005221472e-06 2.247995559e-12 0 7.580021273e-13
320 2 -22.58944012 -22.585113 0.002163562406 1.113168148e-15 0 3.747002708e-16
321 2 -21.79724015 -21.795501 0.0008695760695 1.09344287e-15 0 3.700743415e-16
322 2 33.11015633 33.110078 3.916354612e-05 4.904232742e-13 0 1.492139745e-13
323 2 -20.88315873 -20.885998 0.001419634185 1.859416424e-15 0 7.401486831e-16
324 2 -23.59568898 -23.601336 0.002823509954 1.486164289e-15 0 4.916167932e-16
325 2 -23.20858071 -23.207313 0.0006338528204 8.900302643e-16 0 3.147520853e-16
326 2 -19.89310507 -19.898089 0.002491965758 8.784897284e-16 0 3.064678141e-16
327 2 -23.40543384 -23.405474 2.007854096e-05 9.04864091e-16 0 2.55004351e-16
328 2 -4.783890314 -4.781324 0.00128315718 1.026901322e-13 0 2.670433319e-14
329 2 -18.86311291 -18.864936 0.0009115426716 2.305551267e-16 0 7.864079758e-17
330 2 -17.81642588 -17.813086 0.001669937839 1.716587549e-16 0 6.245004514e-17
331 2 -11.19369732 -11.197201 0.001751842379 6.247077482e-14 0 2.245483891e-14
332 2 -23.6830862 -23.696705 0.006809399945 1.843658888e-15 0 7.087971703e-16
# Volume_FCC.xyz
config # atoms energy DFT energy energy error force DFT force force error
333 4 -19.07363592 -19.075994 0.0005895202867 4.838977351e-14 0 1.162785146e-14
334 4 -34.87911157 -34.873619 0.001373142448 2.834773835e-16 0 5.955883934e-17
335 4 -43.95312208 -43.950003 0.0007797711561 2.246784353e-15 0 4.928060275e-16
336 4 -40.99484531 -40.991909 0.0007340763059 8.408019466e-15 0 2.017013582e-15
337 4 -43.44688587 -43.453929 0.001760782795 1.105978561e-14 0 2.960654589e-15
338 4 -42.69057259 -42.686077 0.001123896575 2.15077979e-15 0 5.053466326e-16
339 4 -33.22567657 -33.224653 0.0002558935333 6.71927174e-16 0 1.601728009e-16
340 4 -26.86518979 -26.862709 0.0006201969912 3.31529179e-14 0 7.652202346e-15
341 4 -25.52095377 -25.519883 0.0002676922193 3.655453829e-16 0 7.199102425e-17
342 4 3.462101367 3.463071 0.0002424081278 1.816025861e-13 0 4.023864575e-14
343 4 -31.5932268 -31.59595 0.0006807997919 3.628185658e-16 0 8.557969148e-17
344 4 -45.10086835 -45.100466 0.0001005873411 2.465692424e-15 0 5.323999453e-16
345 4 -46.05341345 -46.052258 0.0002888629271 8.511696107e-16 0 1.9963776e-16
346 4 -29.99832749 -30.001189 0.0007153784531 3.847020655e-16 0 1.014813233e-16
347 4 -22.85257327 -22.8504 0.0005433170403 7.603433695e-16 0 2.026735261e-16
348 4 -9.165925377 -9.164691 0.0003085942037 6.355991568e-14 0 1.496321874e-14
349 4 -24.14844545 -24.150343 0.0004743875843 4.762376771e-16 0 9.887923813e-17
350 4 -46.43546878 -46.426795 0.002168445654 2.389854689e-15 0 6.508104241e-16
351 4 -28.45126723 -28.451145 3.055783253e-05 7.811231556e-15 0 2.246466901e-15
352 4 40.34134283 40.341566 5.579164045e-05 4.392900751e-13 0 1.047052708e-13
353 4 19.618876 19.617912 0.0002409995917 2.653013854e-13 0 4.82657932e-14
354 4 -26.95747287 -26.954384 0.0007722170381 5.063966549e-16 0 1.225871256e-16
355 4 -46.33491981 -46.323696 0.002805953551 3.211950954e-15 0 8.731441496e-16
356 4 -45.83316791 -45.828947 0.001055227438 1.228572267e-14 0 3.512236798e-15
357 4 -38.16058675 -38.16029 7.418651586e-05 1.457184241e-15 0 3.625572065e-16
358 4 -32.91257363 -32.919741 0.001791843199 5.73065335e-14 0 1.529158744e-14
359 4 -41.2675262 -41.272675 0.001287199354 7.138843467e-15 0 2.027950471e-15
360 4 -39.74460494 -39.753322 0.002179265661 7.861049173e-16 0 1.651275908e-16
361 4 -37.55548161 -37.547435 0.002011652753 1.155947671e-14 0 2.497062164e-15
362 4 -36.53186908 -36.52595 0.001479769423 3.660718685e-16 0 9.51206706e-17
363 4 -45.01550153 -45.016087 0.0001463673621 1.766214736e-15 0 4.760370339e-16