Material composition
string
Material composition site
string
Abbreviated name
string
Electrolyte class
string
Is well studied? (>4 materials)
int64
ML pred ASR barrier (eV)
float64
Log ASR (Ohm-cm2) at T=773 K
float64
Log ASR (Ohm-cm2) at T=873 K
float64
Log ASR (Ohm-cm2) at T=973 K
float64
Log ASR (Ohm-cm2) at T=1073 K
float64
Ba0.9Co0.7Fe0.2Nb0.1O3
[Ba0.9][Co0.7Fe0.2Nb0.1]
B90CFN
ceria
0
1.134531
-0.324876
-1.175852
-1.85191
-2.401955
Ba2Bi0.1Sc0.2Co1.7O5
[Ba2][Bi0.1Sc0.2Co1.7]
BBiScC
mixed
0
1.258738
0.302381
-0.657577
-1.420216
-2.040705
Ba0.95Ca0.05FeO3
[Ba0.95Ca0.05][Fe]
BCaF
ceria
0
1.263385
1.39794
0.451149
-0.30103
-0.913008
Ba0.95Ca0.05Fe0.95In0.05O3
[Ba0.95Ca0.05][Fe0.95In0.05]
BCaFIn
ceria
0
1.086718
0
-0.779035
-1.39794
-1.901485
BaCe0.5Fe0.5O3
[Ba][Ce0.5Fe0.5]
BCeF55
ceria
0
1.445588
1.151263
0.006426
-0.90309
-1.643078
Ba0.9Co0.7Fe0.2Mo0.1O3
[Ba0.9][Co0.7Fe0.2Mo0.1]
BCFMo
ceria
0
1.082027
-0.428344
-1.199826
-1.81273
-2.311393
BaCo0.6Fe0.3Nb0.1O3
[Ba][Co0.6Fe0.3Nb0.1]
BCFN631
mixed
0
1.274796
0.243038
-0.741061
-1.522879
-2.158971
BaCo0.7Fe0.2Nb0.1O3
[Ba][Co0.7Fe0.2Nb0.1]
BCFN721
ceria
1
1.171598
0.093869
-0.742642
-1.407208
-1.947904
BaCo0.7Fe0.2Nb0.1O3
[Ba][Co0.7Fe0.2Nb0.1]
BCFN721
perovskite
1
1.245413
0.705466
-0.261039
-1.028879
-1.653599
BaCo0.7Fe0.22Sc0.08O3
[Ba][Co0.7Fe0.22Sc0.08]
BCFSc
ceria
0
1.242322
-0.522879
-1.439909
-2.168443
-2.761184
BaCo0.6Fe0.2Sn0.2O3
[Ba][Co0.6Fe0.2Sn0.2]
BCFSn20
ceria
0
1.123113
0.176091
-0.64707
-1.30103
-1.833097
BaCo0.6Fe0.3Sn0.1O3
[Ba][Co0.6Fe0.3Sn0.1]
BCFSn631
mixed
0
1.170289
0
-0.892786
-1.60206
-2.17913
BaCo0.6Fe0.2Sn0.1Y0.1O3
[Ba][Co0.6Fe0.2Sn0.1Y0.1]
BCFSnY
ceria
0
1.045028
0
-0.779035
-1.39794
-1.901485
BaCo0.7Fe0.22Y0.08O3
[Ba][Co0.7Fe0.22Y0.08]
BCFY
ceria
0
1.404889
-0.366532
-1.522879
-2.441539
-3.188967
BaCo0.6Fe0.2Y0.2O3
[Ba][Co0.6Fe0.2Y0.2]
BCFY20
ceria
0
1.214236
0.30103
-0.54763
-1.221849
-1.770397
BaCo0.7Fe0.2Yb0.1O3
[Ba][Co0.7Fe0.2Yb0.1]
BCFYb
ceria
0
1.332925
0.836565
-0.217147
-1.054269
-1.735357
BaCoO3
[Ba[Co]
BCO
mixed
0
1.160106
0.425259
-0.346787
-0.96014
-1.459167
BaCoO3
[Ba[Co]
BCO
ceria
0
1.355094
0.887054
-0.215918
-1.092175
-1.805104
BaCo0.875Sc0.125O3
[Ba][Co0.875Sc0.125]
BCSc12
ceria
0
1.441246
0.390935
-0.745834
-1.648941
-2.383714
BaCo0.75Sc0.25O3
[Ba][Co0.75Sc0.25]
BCSc25
ceria
0
1.400532
-0.017729
-1.078632
-1.921468
-2.607204
BaCo0.625Sc0.375O3
[Ba][Co0.625Sc0.375]
BCSc37
ceria
0
1.399622
0.232996
-0.848261
-1.707266
-2.406158
BaFe0.9Bi0.1O3
[Ba][Fe0.9Bi0.1]
BFBi
perovskite
0
1.102921
1.066224
0.250284
-0.39794
-0.925339
BaFe0.6Co0.3Ce0.1O3
[Ba[Fe0.6Co0.3Ce0.1]
BFCCe631
ceria
0
1.175718
0.291522
-0.600855
-1.309804
-1.886609
BaFe0.95Ce0.05O3
[Ba][Fe0.95Ce0.05]
BFCe05
ceria
0
1.148801
0.30103
-0.510323
-1.154902
-1.679336
BaFe0.85Cu0.15O3
[Ba][Fe0.85Cu0.15]
BFCu15
ceria
0
1.039426
0.029753
-0.661544
-1.210744
-1.657577
BaFe0.75Cu0.25O3
[Ba][Fe0.75Cu0.25]
BFCu25
ceria
0
1.148189
0.516119
-0.366532
-1.067753
-1.638272
BaFe0.4Co0.4Zr0.2O3
[Ba][Fe0.4Co0.4Zr0.2]
BFCZ20
perovskite
0
1.007235
0.934464
0.187745
-0.405486
-0.888143
BaFe0.4Co0.4Zr0.2O3
[Ba][Fe0.4Co0.4Zr0.2]
BFCZ20
ceria
0
0.948089
0
-0.668729
-1.2
-1.632246
BaCo0.2Fe0.5Zr0.3O3
[Ba][Co0.2Fe0.5Zr0.3]
BFCZ253
perovskite
0
1.014375
0.418979
-0.275269
-0.826814
-1.275555
BaCo0.5Fe0.2Zr0.3O3
[Ba][Co0.5Fe0.2Zr0.3]
BFCZ523
perovskite
0
1.070656
0.271158
-0.485549
-1.086716
-1.575829
BaFe0.4Co0.4Zr0.1Y0.1O3
[Ba][Fe0.4Co0.4Zr0.1Y0.1]
BFCZY
ceria
0
0.878158
0.062223
-0.522879
-0.987713
-1.365905
BaFe0.4Co0.4Zr0.1Y0.1O3
[Ba][Fe0.4Co0.4Zr0.1Y0.1]
BFCZY
perovskite
0
1.006768
0.760034
-0.065445
-0.721246
-1.254811
BaFe0.95In0.05O3
[Ba][Fe0.95In0.05]
BFIn05
ceria
0
1.261599
0.69897
-0.247821
-1
-1.611978
BaFe0.95Nb0.05O3
[Ba][Fe0.95Nb0.05]
BFN05
ceria
0
1.228746
0.100135
-0.838962
-1.585027
-2.19203
BaFe0.75Ni0.25O3
[Ba][Fe0.75Ni0.25]
BFNi82
ceria
0
1.18853
0.6
-0.291638
-1
-1.576328
BaFeO3
[Ba][Fe]
BFO
mixed
0
1.423275
0.448899
-0.69897
-1.610894
-2.352842
BaFe0.95Sn0.05O3
[Ba][Fe0.95Sn0.05]
BFSn05
ceria
0
1.27938
0.306667
-0.689824
-1.481486
-2.125588
BaFe0.8Sn0.2O3
[Ba][Fe0.8Sn0.2]
BFSn82
perovskite
0
1.2402
0.603493
-0.345819
-1.1
-1.713607
BaFe0.3Sn0.2Bi0.5O3
[Ba][Fe0.3Sn0.2Bi0.5]
BFSnBi325
perovskite
0
0.989213
0.784088
0.012772
-0.6
-1.098555
BaFe0.5Sn0.2Bi0.3O3
[Ba][Fe0.5Sn0.2Bi0.3]
BFSnBi523
perovskite
0
0.92225
-0.364338
-0.997213
-1.5
-1.909071
BaFe0.7Sn0.2Bi0.1O3
[Ba][Fe0.7Sn0.2Bi0.1]
BFSnBi721
perovskite
0
1.060064
0.340556
-0.490092
-1.15
-1.686906
BaFe0.95Zr0.05O3
[Ba][Fe0.95Zr0.05]
BFZ05
ceria
0
1.100734
-0.30103
-1.080065
-1.69897
-2.202515
BaFe0.8Zn0.1Bi0.1O3
[Ba][Fe0.8Zn0.1Bi0.1]
BFZnBi
perovskite
0
0.990449
0.759127
0.044699
-0.522879
-0.984664
Ba0.95Gd0.05FeO3
[Ba0.95Gd0.05][Fe]
BGF05
ceria
0
1.12083
0.39794
-0.435101
-1.09691
-1.635363
Bi0.7Pr0.1Ba0.2FeO3
[Bi0.7Pr0.1Ba0.2][Fe]
BiPBF
ceria
0
1.376561
0.469151
-0.501685
-1.272965
-1.900484
Bi0.5Sr0.5Fe0.8Co0.2O3
[Bi0.5Sr0.5][Fe0.8Co0.2]
BiSCF
ceria
0
0.949311
0.181466
-0.513422
-1.065476
-1.514631
Bi0.5Sr0.5FeO3
[Bi0.5Sr0.5][Fe]
BiSF50
ceria
0
1.097707
0.720289
-0.105219
-0.761045
-1.294628
Bi0.2Sr0.8FeO3
[Bi0.2Sr0.8][Fe]
BiSF80
ceria
0
1.255811
1.230449
0.292992
-0.451771
-1.057715
Bi0.5Sr0.5Fe0.8Cu0.2O3
[Bi0.5Sr0.5][Fe0.8Cu0.2]
BiSFCu
ceria
0
1.098391
0.6
-0.235911
-0.9
-1.440308
Bi0.5Sr0.5Fe0.9Nb0.1O3
[Bi0.5Sr0.5][Fe0.9Nb0.1]
BiSFN10
ceria
0
1.001235
0
-0.780183
-1.4
-1.904287
Bi0.5Sr0.5Fe0.9Sb0.1O3
[Bi0.5Sr0.5][Fe0.9Sb0.1]
BiSFSb10
ceria
0
0.568312
-1.221849
-1.433731
-1.60206
-1.739014
Bi0.5Sr0.5Fe0.9Ti0.1O3
[Bi0.5Sr0.5][Fe0.9Ti0.1]
BiSFT10
ceria
0
1.170578
0.569927
-0.316098
-1.02
-1.5927
Bi0.5Sr0.5Fe0.8Ti0.2O3
[Bi0.5Sr0.5][Fe0.8Ti0.2]
BiSFT20
ceria
0
1.169278
0.711535
-0.158667
-0.85
-1.412473
Bi0.5Sr0.5Fe0.9Ta0.1O3
[Bi0.5Sr0.5][Fe0.9Ta0.1]
BiSFTa10
ceria
0
0.870379
0.2
-0.413001
-0.9
-1.296226
Ba0.95La0.05FeO3
[Ba0.95La0.05][Fe]
BLF05
mixed
0
1.120228
0.249157
-0.654054
-1.371609
-1.955418
Ba0.95La0.05FeO3
[Ba0.95La0.05][Fe]
BLF05
ceria
0
1.009447
0.031624
-0.626661
-1.149636
-1.575132
Ba0.6La0.4FeO3
[Ba0.6La0.4][Fe]
BLF64
ceria
0
1.050632
0.845098
0.049461
-0.582634
-1.09691
Ba0.8La0.2FeO3
[Ba0.8La0.2][Fe]
BLF82
ceria
0
0.924626
0.821053
0.226795
-0.245314
-0.629424
Ba0.9La0.1FeO3
[Ba0.9La0.1][Fe]
BLF91
ceria
0
1.130791
1.079181
0.18764
-0.520645
-1.09691
Ba0.95La0.05Fe0.95P0.05O3
[Ba0.95La0.05][Fe0.95P0.05]
BLFP
ceria
0
1.058472
-0.239629
-1.027651
-1.653694
-2.163048
(Ba0.5Sr0.5)0.8Co0.8Fe0.2O3
[(Ba0.5Sr0.5)0.8][Co0.8Fe0.2]
BS0.8CF
ceria
0
1.183336
0.477121
-0.465607
-1.214558
-1.823909
Ba0.5Sr0.5Co0.8Fe0.2O3
[Ba0.5Sr0.5][Co0.8Fe0.2]
BSCF
mixed
0
1.097605
-0.184758
-0.971561
-1.596638
-2.105204
Ba0.5Sr0.5Co0.8Fe0.2O3
[Ba0.5Sr0.5][Co0.8Fe0.2]
BSCF
ceria
1
1.205874
-0.046944
-0.969283
-1.702035
-2.298207
Ba0.5Sr0.5Co0.8Fe0.2O3
[Ba0.5Sr0.5][Co0.8Fe0.2]
BSCF
perovskite
1
1.207654
1.04043
0.09197
-0.661535
-1.274591
Ba0.2Sr0.8Co0.8Fe0.2O3
[Ba0.2Sr0.8][Co0.8Fe0.2]
BSCF2882
ceria
0
0.66527
-0.420268
-0.721246
-0.960359
-1.154902
Ba0.5Sr0.5Co0.2Fe0.8O3
[Ba0.5Sr0.5][Co0.2Fe0.8]
BSCF5528
ceria
0
1.166365
0.763042
-0.066592
-0.725694
-1.261945
Ba0.5Sr0.5Co0.4Fe0.6O3
[Ba0.5Sr0.5][Co0.4Fe0.6]
BSCF5546
ceria
0
1.347594
0.977163
-0.117105
-0.986447
-1.693748
Ba0.5Sr0.5Co0.7Fe0.2Ni0.1O3
[Ba0.5Sr0.5][Co0.7Fe0.2Ni0.1]
BSCFN
ceria
0
1.046872
-0.69897
-1.444695
-2.037136
-2.51915
Ba0.9Sr0.1Co0.9In0.1O3
[Ba0.9Sr0.1][Co0.9In0.1]
BSCIn
ceria
0
1.124345
0.428055
-0.424812
-1.102373
-1.653641
Ba0.6Sr0.4Co0.9Nb0.1O3
[Ba0.6Sr0.4][Co0.9Nb0.1]
BSCN641
ceria
0
1.131583
-0.171133
-1.030069
-1.71245
-2.267641
Ba0.5Sr0.5Cu0.2Fe0.8O3
[Ba0.5Sr0.5][Cu0.2Fe0.8]
BSCuF
ceria
0
1.135144
0.813146
-0.033505
-0.706128
-1.253378
Ba0.5Sr0.5Cu0.4Fe0.6O3
[Ba0.5Sr0.5][Cu0.4Fe0.6]
BSCuF5546
ceria
0
1.160439
0.760015
-0.102944
-0.788522
-1.346313
Ba0.5Sr0.5Co0.1Zn0.1Fe0.8O3
[Ba0.5Sr0.5][Co0.1Zn0.1Fe0.8]
BSCZnF
ceria
0
1.15255
0.88214
0.012837
-0.677781
-1.239672
Ba0.5Sr0.5FeO3
[Ba0.5Sr0.5][Fe]
BSF
ceria
0
1.226283
0.912018
0.026505
-0.676991
-1.24936
Ba0.5Sr0.5Fe0.8Cu0.1Ti0.1O3
[Ba0.5Sr0.5][Fe0.8Cu0.1Ti0.1]
BSFCuT
ceria
0
1.183842
0.029384
-0.868438
-1.581712
-2.162037
Ba0.5Sr0.5Fe0.9Mo0.1O3
[Ba0.5Sr0.5][Fe0.9Mo0.1]
BSFMo10
perovskite
0
1.169644
0.808604
-0.101849
-0.82516
-1.413649
Ba0.5Sr0.5Fe0.9Nb0.1O3
[Ba0.5Sr0.5][Fe0.9Nb0.1]
BSFN
ceria
0
1.138238
0.305408
-0.5387
-1.209302
-1.754908
Ba0.5Sr0.5Fe0.9Sb0.1O3
[Ba0.5Sr0.5][Fe0.9Sb0.1]
BSFSb10
ceria
0
0.962642
0.325721
-0.356226
-0.897999
-1.338789
Ba0.5Sr0.5Fe0.8Zn0.2O3
[Ba0.5Sr0.5][Fe0.8Zn0.2]
BSFZn
ceria
0
1.088467
0.860573
0.025306
-0.638272
-1.178164
Ba0.4Sr0.4La0.2FeO3
[Ba0.4Sr0.4La0.2][Fe]
BSLF
ceria
0
1.186202
2.121222
1.175512
0.424192
-0.187087
Ba0.4Sr0.4La0.2Fe0.9Mn0.1O3
[Ba0.4Sr0.4La0.2][Fe0.9Mn0.1]
BSLFM10
ceria
0
1.005696
1.826243
1.086716
0.499198
0.021189
Ba0.4Sr0.4La0.2Fe0.9Mn0.2O3
[Ba0.4Sr0.4La0.2][Fe0.9Mn0.2]
BSLFM20
ceria
0
0.908141
1.239273
0.649335
0.180659
-0.200659
Ba0.95Sm0.05FeO3
[Ba0.95Sm0.05][Fe]
BSmF05
ceria
0
1.082975
0.544068
-0.252903
-0.886057
-1.401195
Ba0.5Sr0.5Zn0.2Fe0.8O3
[Ba0.5Sr0.5][Zn0.2Fe0.8]
BSZnF
ceria
0
1.088467
0.900451
0.130334
-0.481486
-0.979267
CaMn0.9Nb0.1O3
[Ca][Mn0.9Nb0.1]
CaMN91
zirconia
0
0.63896
1.358913
1.014211
0.740363
0.517558
CaMnO3
[Ca][Mn]
CaMO
zirconia
0
0.755205
1.250059
0.856629
0.544068
0.289767
GdBaCo2O5
[GdBa][Co2]
GBCO
zirconia
0
0.846884
1.245046
0.726827
0.315127
-0.019834
GdBaCo2O5
[GdBa][Co2]
GBCO
ceria
1
1.141465
0.752714
-0.16319
-0.89083
-1.482842
GdBaFe2O5
[GdBa][Fe2]
GBFO
ceria
0
1.468197
1.279533
0.174654
-0.703117
-1.417278
GdBaMnFeO5
[GdBa][MnFe]
GBMF
ceria
0
1.721457
1.39794
-0.042628
-1.187087
-2.118226
Gd0.5Ba0.5Mn0.5Fe0.5O3
[Gd0.5Ba0.5][Mn0.5Fe0.5]
GBMF5555
ceria
0
1.121175
1.60206
0.844713
0.243038
-0.246488
GdBa0.5Sr0.5Co2O5
[GdBa0.5Sr0.5][Co2]
GBSC
ceria
0
1.157943
0.421715
-0.467637
-1.174182
-1.749032
GdBa0.5Sr0.5CoFeO5
[GdBa0.5Sr0.5][CoFe]
GBSCF
ceria
0
1.152778
-0.086859
-1.020501
-1.762233
-2.365711
Gd0.5Sr0.5CoO3
[Gd0.5Sr0.5][Co]
GSC55
ceria
0
1.39305
1.591021
0.522954
-0.325572
-1.015938
Gd0.8Sr0.2CoO3
[Gd0.8Sr0.2][Co]
GSC82
ceria
0
1.580749
1.255273
0.096599
-0.823909
-1.57284
La0.5Ba0.5CoO3
[La0.5Ba0.5][Co]
LBC50
perovskite
0
0.984945
0.182306
-0.49485
-1.032817
-1.470511
La0.4Ba0.6CoO3
[La0.4Ba0.6][Co]
LBC60
ceria
0
1.101148
0.096086
-0.736496
-1.39794
-1.936096
La0.1Ba0.9Co0.4Fe0.6O3
[La0.1Ba0.9][Co0.4Fe0.6]
LBCF1946
ceria
0
1.140249
1.395554
0.554892
-0.112972
-0.65635
La0.3Ba0.7Co0.6Fe0.4O3
[La0.3Ba0.7][Co0.6Fe0.4]
LBCF3764
ceria
0
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0.710379
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La0.6Ba0.4Co0.2Fe0.8O3
[La0.6Ba0.4][Co0.2Fe0.8]
LBCF6428
ceria
0
1.11476
0.431364
-0.401727
-1.063575
-1.60206