From a7b3d83762ba2fd4991af441a716d8a137f78959 Mon Sep 17 00:00:00 2001
From: amitjans <amitjans@ethz.ch>
Date: Mon, 31 May 2021 20:46:45 +0200
Subject: [PATCH] Delete mask of 21-30 ions

---
 data/mask.csv      | 12 +-----------
 data/mask_dist.csv | 12 +-----------
 2 files changed, 2 insertions(+), 22 deletions(-)

diff --git a/data/mask.csv b/data/mask.csv
index fab67ee..f44e458 100644
--- a/data/mask.csv
+++ b/data/mask.csv
@@ -17,14 +17,4 @@ N,d0,d1,d2,d3,d4,d5,d6,d7,d8,d9,d10,d11,d12,d13,d14,d15,d16,d17,d18,d19,d20,d21,
 17,0.0,0.6829023171860684,1.2462935379681523,1.7515034667861489,2.222132784102128,2.6706447616029108,3.1048983105840025,3.530538088687998,3.9521048451537433,4.373671601619489,4.799311379723484,5.233564928704576,5.682076906205358,6.152706223521338,6.657916152339334,7.221307373121418,7.9042096903074865,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
 18,0.0,0.6744133686389517,1.2298490107742452,1.7270428046635247,2.189309896221391,2.6288969902328185,3.053449716074314,3.4683680351109993,3.8778845767696115,4.285658384096246,4.695174925754858,5.1100932447915435,5.534645970633039,5.974233064644467,6.436500156202333,6.933693950091612,7.489129592226906,8.163542960865858,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
 19,0.0,0.6665343778583757,1.2146360566520542,1.7044911293863048,2.15915958003095,2.5907035373452114,3.006595313206743,3.4120443511333955,3.8110525915877376,4.2069809561400024,4.602909320692267,5.001917561146609,5.407366599073262,5.8232583749347935,6.254802332249055,6.7094707828937,7.199325855627951,7.747427534421629,8.413961912280005,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-20,0.0,0.6591906273309998,1.2004983094150599,1.6835969840273792,2.1313158122833444,2.5555567168230313,2.9636479729051746,3.3606468655901223,3.750377603636644,4.135979236800721,4.5202405044875205,4.9058421376515975,5.295572875698119,5.6925717683830666,6.10066302446521,6.524903929004897,6.972622757260862,7.455721431873181,7.997029113957241,8.656219741288242,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-21,0.0,0.6523199114666824,1.1873064587439246,1.6641539463677661,2.105480611438922,2.523047162488007,2.9240598301778937,3.3134516601707067,3.6949065114261535,4.071393644284291,4.445485956118211,4.819578267952131,5.1960654008102685,5.577520252065716,5.966912082058528,6.367924749748415,6.785491300797499,7.226817965868656,7.703665453492498,8.23865200076974,8.890971912236422,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-22,0.0,0.6458699359729665,1.174952451616699,1.6459906542718001,2.0814084124051533,2.492840322950081,2.8873874548096268,3.269879428506175,3.6438868646708733,4.012245938948799,4.3773651026462925,4.74142774547243,5.106546909169924,5.47490598344785,5.848913419612548,6.231405393309096,6.625952525168642,7.0373844357135695,7.472802193846922,7.943840396502024,8.472922912145757,9.118792848118723,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-23,0.0,0.6397963528660942,1.1633451527846352,1.6289634217908078,2.0588946454640604,2.4646595363649717,2.8532672168907096,3.229459731464975,3.5967145926915594,3.9577614595787804,4.3148805262213035,4.670094573824959,5.025308621428614,5.382427688071138,5.743474554958358,6.110729416184943,6.486921930759208,6.875529611284946,7.281294502185857,7.71122572585911,8.176843994865283,8.700392794783824,9.340189147649918,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-24,0.0,0.6340612545997653,1.1524070477004442,1.6129506831769813,2.037767237982178,2.4382735998446536,2.821397470934089,3.1918056167207682,3.552897700180678,3.9073165449648903,4.257240253348516,4.604566766260339,4.951043403780412,5.298369916692235,5.64829362507586,6.002712469860073,6.363804553319983,6.734212699106662,7.117336570196097,7.5178429320585725,7.94265948686377,8.403203122340306,8.921548915440987,9.555610170040751,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-25,0.0,0.6286320051874545,1.1420717031527285,1.5978487507428683,2.017880189752286,2.4134874791803744,2.7915254180984728,3.1565951962158723,3.5120304060389778,3.860401914340195,4.2038050883567575,4.5440388735092885,4.882728299426948,5.221417725344608,5.561651510497139,5.9050546845137015,6.253426192814919,6.608861402638024,6.973931180755423,7.351969119673522,7.747576409101611,8.167607848111029,8.623384895701168,9.136824593666443,9.765456598853897,-1.0,-1.0,-1.0,-1.0,-1.0
-26,0.0,0.6234803223056584,1.132281787234744,1.5835685329249851,1.999108646399896,2.3901352568521403,2.763437250352488,3.123558014358844,3.4737743141838724,3.816596511206436,4.154051847531459,4.487859377310258,4.8195474154686435,5.150540020212968,5.482228058371353,5.816035588150152,6.153490924475175,6.496313121497739,6.846529421322767,7.2066501853291225,7.579952178829471,7.970978789281715,8.386518902756626,8.837805648446867,9.346607113375953,9.970087435681611,-1.0,-1.0,-1.0,-1.0
-27,0.0,0.6185815488106412,1.122987508049468,1.5700329647226159,1.9813450727763442,2.3680747040211885,2.736950642915338,3.092464788593644,3.4378444402177886,3.775548410011938,4.107547039160821,4.435493895842138,4.76083947667981,5.0849128802403945,5.408986283800979,5.7343318646386505,6.062278721319968,6.394277350468851,6.731981320263,7.0773609718871455,7.432875117565451,7.801751056459601,8.188480687704445,8.599792795758173,9.046838252431321,9.551244211670149,10.169825760480789,-1.0,-1.0,-1.0
-28,0.0,0.6139140689443394,1.114145369930526,1.5571749739032272,1.9644962459791455,2.3471830497507837,2.711908956671451,3.0631195707333725,3.4039986659067347,3.736960611656588,4.063927608590083,4.386498793301526,4.706061084188637,5.023867338316288,5.3410961750960375,5.658902429223689,5.978464720110799,6.301035904822243,6.628002901755737,6.960964847505591,7.301843942678953,7.653054556740875,8.017780463661541,8.40046726743318,8.807788539509097,9.2508181434818,9.751049444467986,10.364963513412325,-1.0,-1.0
-29,0.0,0.6094588362990052,1.1057171732606612,1.544935855189964,1.9484808672845073,2.3273536456493717,2.688176705511619,3.0353536764487,3.3720296608478053,3.700580298098039,4.02288658317639,4.340501837565657,4.6547603211631445,4.96685275014389,5.277882746600391,5.588912743056892,5.901005172037638,6.215263655635125,6.532878910024393,6.855185195102743,7.183735832352977,7.520411816752082,7.867588787689163,8.22841184755141,8.607284625916275,9.010829638010819,9.450048319940121,9.946306656901777,10.555765493200783,-1.0
-30,0.0,0.6051989889916021,1.0976692031974649,1.5332639586803536,1.933227647139625,2.308493309023478,2.6656359727677197,3.009020926519426,3.341758610852448,3.666190582279299,3.9841621908636604,4.297187753900497,4.606557377085025,4.9134104435527535,5.218789556978792,5.52368316583608,5.829062279262119,6.135915345729847,6.445284968914375,6.758310531951212,7.076282140535573,7.400714111962424,7.733451796295446,8.076836750047153,8.433979413791395,8.809245075675246,9.20920876413452,9.644803519617408,10.137273733823271,10.742472722814872
\ No newline at end of file
+20,0.0,0.6591906273309998,1.2004983094150599,1.6835969840273792,2.1313158122833444,2.5555567168230313,2.9636479729051746,3.3606468655901223,3.750377603636644,4.135979236800721,4.5202405044875205,4.9058421376515975,5.295572875698119,5.6925717683830666,6.10066302446521,6.524903929004897,6.972622757260862,7.455721431873181,7.997029113957241,8.656219741288242,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
\ No newline at end of file
diff --git a/data/mask_dist.csv b/data/mask_dist.csv
index ad691b6..20db41f 100644
--- a/data/mask_dist.csv
+++ b/data/mask_dist.csv
@@ -17,14 +17,4 @@ N,d0,d1,d2,d3,d4,d5,d6,d7,d8,d9,d10,d11,d12,d13,d14,d15,d16,d17,d18,d19,d20,d21,
 17,0.6829023171860684,0.5633912207820839,0.5052099288179965,0.470629317315979,0.44851197750078287,0.4342535489810917,0.42563977810399534,0.4215667564657455,0.42156675646574593,0.4256397781039949,0.4342535489810917,0.4485119775007824,0.47062931731597946,0.5052099288179965,0.5633912207820835,0.6829023171860689,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
 18,0.6744133686389517,0.5554356421352935,0.49719379388927964,0.46226709155786616,0.4395870940114275,0.4245527258414956,0.41491831903668563,0.4095165416586122,0.40777380732663415,0.4095165416586122,0.4149183190366861,0.4245527258414947,0.4395870940114275,0.4622670915578668,0.497193793889279,0.5554356421352935,0.6744133686389517,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
 19,0.6665343778583757,0.5481016787936785,0.48985507273425055,0.45466845064464545,0.4315439573142612,0.4158917758615317,0.40544903792665243,0.399008240454342,0.395928364552264,0.3959283645522653,0.399008240454342,0.4054490379266529,0.4158917758615317,0.4315439573142612,0.454668450644645,0.489855072734251,0.5481016787936781,0.6665343778583761,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-20,0.6591906273309998,0.5413076820840603,0.48309867461231915,0.4477188282559652,0.4242409045396873,0.4080912560821428,0.3969988926849477,0.3897307380465218,0.38560163316407703,0.38426126768679936,0.38560163316407703,0.3897307380465218,0.39699889268494726,0.4080912560821437,0.4242409045396869,0.4477188282559652,0.4830986746123189,0.5413076820840601,0.6591906273310002,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-21,0.6523199114666824,0.5349865472772422,0.4768474876238413,0.44132666507115625,0.4175665510490849,0.40101266768988664,0.38939182999281297,0.38145485125544676,0.37648713285813784,0.37409231183391967,0.37409231183391967,0.37648713285813784,0.3814548512554472,0.3893918299928121,0.4010126676898871,0.41756655104908447,0.4413266650711565,0.476847487623842,0.5349865472772422,0.652319911466682,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-22,0.6458699359729665,0.5290825156437324,0.471038202655101,0.43541775813335337,0.4114319105449278,0.3945471318595457,0.3824919736965482,0.3740074361646979,0.3683590742779259,0.36511916369749375,0.36406264282613776,0.36511916369749375,0.3683590742779259,0.3740074361646979,0.3824919736965482,0.3945471318595457,0.4114319105449278,0.4354177581333527,0.47103820265510166,0.5290825156437329,0.6458699359729678,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-23,0.6397963528660942,0.5235487999185411,0.46561826900617254,0.42993122367325265,0.4057648909009117,0.38860768052573746,0.3761925145742655,0.3672548612265847,0.3610468668872211,0.35711906664252346,0.3552140476036545,0.3552140476036554,0.35711906664252346,0.36104686688722065,0.36725486122658424,0.3761925145742655,0.38860768052573835,0.40576489090091084,0.4299312236732531,0.465618269006173,0.5235487999185402,0.6397963528660942,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-24,0.6340612545997653,0.518345793100679,0.4605436354765369,0.424816554805197,0.40050636186247557,0.3831238710894356,0.3704081457866786,0.3610920834599103,0.3544188447842114,0.3499237083836264,0.34732651291182304,0.3464766375200732,0.34732651291182304,0.3499237083836251,0.35441884478421315,0.3610920834599094,0.370408145786679,0.3831238710894356,0.4005063618624751,0.4248165548051972,0.46054363547653665,0.5183457931006803,0.6340612545997661,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-25,0.6286320051874545,0.5134396979652738,0.45577704759014015,0.4200314390094173,0.39560728942808865,0.37803793891809834,0.3650697781173995,0.3554352098231055,0.3483715083012173,0.3434031740165624,0.340233785152531,0.3386894259176598,0.3386894259176598,0.340233785152531,0.3434031740165624,0.3483715083012173,0.3554352098231055,0.36506977811739905,0.3780379389180988,0.39560728942808865,0.420031439009418,0.45577704759013926,0.5134396979652767,0.6286320051874519,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
-26,0.6234803223056584,0.5088014649290855,0.4512867456902412,0.4155401134749108,0.3910266104522444,0.3733019935003479,0.36012076400635573,0.35021629982502844,0.34282219702256356,0.3374553363250232,0.3338075297787988,0.33168803815838643,0.33099260474432324,0.33168803815838555,0.3338075297787988,0.3374553363250232,0.34282219702256356,0.35021629982502844,0.3601207640063544,0.3733019935003492,0.3910266104522444,0.4155401134749104,0.45128674569024163,0.5088014649290855,0.6234803223056584,-1.0,-1.0,-1.0,-1.0,-1.0
-27,0.6185815488106412,0.5044059592388268,0.4470454566731481,0.41131210805372787,0.3867296312448445,0.3688759388941496,0.35551414567830575,0.3453796516241452,0.33770396979414885,0.3319986291488828,0.32794685668131773,0.32534558083767173,0.32407340356058434,0.32407340356058434,0.32534558083767173,0.32794685668131773,0.3319986291488828,0.3377039697941493,0.3453796516241452,0.3555141456783053,0.36887593889415005,0.38672963124484383,0.4113121080537283,0.44704545667314655,0.504405959238829,0.6185815488106385,-1.0,-1.0,-1.0,-1.0
-28,0.6139140689443394,0.5002313009861865,0.4430296039727013,0.40732127207591806,0.3826868037716389,0.364725906920667,0.35121061406192133,0.34087909517336223,0.33296194574985316,0.32696699693349496,0.3225711847114434,0.3195622908871103,0.3178062541276514,0.31722883677974956,0.3178062541276514,0.3195622908871103,0.3225711847114434,0.3269669969334945,0.3329619457498536,0.3408790951733627,0.35121061406192133,0.36472590692066653,0.3826868037716391,0.40732127207591695,0.4430296039727022,0.5002313009861865,0.6139140689443376,-1.0,-1.0,-1.0
-29,0.6094588362990052,0.496258336961656,0.4392186819293027,0.40354501209454363,0.37887277836486466,0.3608230598622466,0.3471769709370811,0.3366759843991054,0.3285506372502338,0.32230628507835046,0.31761525438926785,0.3142584835974871,0.31209242898074585,0.31102999645650087,0.31102999645650087,0.31209242898074585,0.3142584835974871,0.31761525438926785,0.32230628507835046,0.3285506372502338,0.33667598439910496,0.3471769709370811,0.3608230598622466,0.3788727783648653,0.4035450120945452,0.43921868192929914,0.496258336961656,0.6094588362990088,-1.0,-1.0
-30,0.6051989889916021,0.4924702142058628,0.43559475548288873,0.39996368845927144,0.3752656618838528,0.3571426637442423,0.34338495375170597,0.3327376843330221,0.32443197142685065,0.317971608584362,0.31302556303683593,0.3093696231845282,0.3068530664677285,0.30537911342603863,0.304893608857288,0.30537911342603863,0.3068530664677285,0.3093696231845282,0.3130255630368364,0.3179716085843616,0.32443197142685065,0.3327376843330221,0.3433849537517073,0.3571426637442414,0.37526566188385146,0.3999636884592732,0.43559475548288873,0.49247021420586456,0.6051989889915994,-1.0
\ No newline at end of file
+20,0.6591906273309998,0.5413076820840603,0.48309867461231915,0.4477188282559652,0.4242409045396873,0.4080912560821428,0.3969988926849477,0.3897307380465218,0.38560163316407703,0.38426126768679936,0.38560163316407703,0.3897307380465218,0.39699889268494726,0.4080912560821437,0.4242409045396869,0.4477188282559652,0.4830986746123189,0.5413076820840601,0.6591906273310002,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,-1.0
\ No newline at end of file
-- 
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