Extending Shannon’s Ionic Radii Database Using Machine Learning


For more details, please refer to the following paper: AAB Baloch et. al. “Extending Shannon's ionic radii database using machine learning,” Physical Review Materials, Vol. 5, #043804, 2021. Link

H He
Li Be B C N O F Ne

Hydrogen (H) - Atomic Number 1

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Helium (He) - Atomic Number 2

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Lithium (Li) - Atomic Number 3

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-45.934.79
12-49.844.0
13-54.213.15
145959.742.22
15-67.161.25
167675.660.98
17-84.050.94
189291.810.94
19-98.641.06
110-104.761.21
112-115.931.5

Beryllium (Be) - Atomic Number 4

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
231616.240.65
242726.690.61
25-36.360.63
264544.950.54

Boron (B) - Atomic Number 5

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
3311.51.16
341110.920.39
35-19.590.6
362726.690.84

Carbon (C) - Atomic Number 6

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-6.41.97
22-11.451.69
32-1.861.96
33-4.571.46
43-8.511.7
441514.721.32
461616.591.77

Nitrogen (N) - Atomic Number 7

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-34146145.471.31
361616.662.3
561313.381.04

Oxygen (O) - Atomic Number 8

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-22135134.780.49
-23136136.220.31
-24138137.910.24
-26140139.960.21
-28142142.451.36

Fluorine (F) - Atomic Number 9

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-12128.5128.210.73
-13130129.990.33
-14131131.060.23
-16133133.150.47
7687.651.03

Neon (Ne) - Atomic Number 10

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Sodium (Na) - Atomic Number 11

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-88.493.63
12-93.042.54
13-96.531.59
149998.70.89
1510099.810.58
16102102.871.05
17112111.340.85
18118118.210.56
19124124.080.49
110-129.560.52
111-134.560.57
112139139.250.75

Magnesium (Mg) - Atomic Number 12

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
23-48.131.21
245757.240.62
256665.690.48
267272.450.75
27-80.20.93
288988.41.38
29-95.681.72

Aluminum (Al) - Atomic Number 13

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
33-29.750.81
343939.150.49
354847.650.53
3653.553.730.53
37-59.570.82

Silicon (Si) - Atomic Number 14

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
442626.190.56
45-33.630.41
464040.120.4
48-51.960.87

Phosphorus (P) - Atomic Number 15

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
33-28.981.06
364444.471.2
43-16.671.05
44-23.840.68
541717.631.25
552928.740.57
563837.810.68

Sulfur (S) - Atomic Number 16

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-26184184.41.0
21-49.971.87
22-54.331.63
23-58.581.48
24-62.81.43
33-32.441.15
42-11.791.24
43-17.730.93
463737.120.52
53-8.611.17
56-35.130.69
641211.850.56
662929.471.05

Chlorine (Cl) - Atomic Number 17

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-16181180.611.93
11-94.062.0
12-99.091.83
42-17.050.98
52-5.290.77
531212.10.52
7488.41.05
762726.571.08

Argon (Ar) - Atomic Number 18

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Potassium (K) - Atomic Number 19

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-125.414.6
12-130.933.8
13-134.782.96
14137136.482.01
15-136.51.49
16138138.811.4
17146145.550.71
18151151.00.36
19155155.10.19
110159158.820.31
111-161.670.38
112164164.190.54
113-167.040.84

Calcium (Ca) - Atomic Number 20

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-62.844.2
22-71.183.33
23-79.242.33
24-86.791.34
25-93.680.54
2610099.980.15
27106105.990.08
28112112.020.09
29118117.890.16
210123123.110.22
211-128.360.43
212134133.650.8

Scandium (Sc) - Atomic Number 21

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26-93.660.6
32-41.861.58
35-66.480.81
3674.574.110.78
37-80.840.51
388787.190.46
39-93.490.53
310-99.570.57

Titanium (Ti) - Atomic Number 22

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
24-72.161.01
25-78.820.71
268685.670.69
35-60.070.56
366767.320.61
37-74.940.54
41-14.941.33
42-23.81.0
43-32.940.74
444242.140.56
455151.290.48
4660.560.280.39
487474.110.52
49-79.640.75
410-84.640.97

Vanadium (V) - Atomic Number 23

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
267979.350.74
33-42.220.71
34-49.660.61
35-56.660.56
366463.680.58
41-13.961.17
42-23.410.87
43-33.380.75
44-43.490.97
455352.361.0
465858.440.68
487271.41.27
51-4.81.15
52-14.640.87
53-25.030.61
5435.535.690.38
554645.890.32
565453.750.53
58-63.171.39

Chromium (Cr) - Atomic Number 24

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
23-57.70.68
24-65.520.45
25-72.890.43
2680 (HS) & 73 (LS)80.170.48
27-87.880.48
28-95.510.57
32-32.710.81
34-48.770.5
3661.561.870.67
37-69.310.69
39-84.751.09
310-91.711.23
444141.030.44
45-48.740.45
465554.90.44
53-24.660.42
5434.534.40.23
55-42.720.28
564949.010.29
585757.832.16
642626.170.4
65-35.560.5
664444.290.68

Manganese (Mn) - Atomic Number 25

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
22-46.950.79
23-56.550.38
246666.010.15
257574.890.2
2683 (HS) & 67 (LS)82.830.29
279089.790.38
289695.920.39
29-101.960.51
210-108.170.68
212-120.541.0
34-49.80.4
355857.810.33
3664.5 (HS) & 58 (LS)64.50.18
37-71.090.34
38-77.890.58
312-103.081.33
443939.280.6
45-47.080.73
465353.571.11
543332.860.33
6425.525.560.28
742525.00.61
764645.411.7

Iron (Fe) - Atomic Number 26

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
12-58.721.14
22-43.310.73
23-53.290.37
2463 (HS) & 64 (SP)62.930.18
25-71.320.43
2678 (HS) & 61 (LS)78.40.69
27-85.480.52
289292.30.58
29-99.240.69
210-105.990.85
212-118.671.13
33-39.90.65
344949.220.4
355857.810.25
3664.5 (HS) & 55 (LS)64.620.24
37-71.140.34
387877.760.56
44-40.780.82
45-49.851.26
4658.557.61.75
54-32.310.51
642525.270.66

Cobalt (Co) - Atomic Number 27

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
12-51.791.04
22-39.180.76
23-48.760.42
245858.10.22
256766.820.3
2674.5 (HS) & 65 (LS)74.250.45
27-81.570.61
289089.521.0
29-97.041.21
31-19.51.25
33-38.270.69
34-46.920.49
35-54.480.38
3661 (HS) & 54.5 (LS)61.20.4
37-68.310.44
444039.650.85
45-47.120.9
465353.521.34

Nickel (Ni) - Atomic Number 28

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
12-46.751.15
22-36.970.81
23-46.30.38
2455 & 49 (SP)55.080.19
256362.870.27
266969.570.85
27-77.871.02
28-86.791.17
29-95.141.39
34-45.930.55
3660 (HS) & 56 (LS)60.110.37
4648 (LS)51.091.59

Copper (Cu) - Atomic Number 29

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
124645.551.32
13-53.261.18
146060.631.38
15-68.741.0
167777.481.16
17-87.241.46
18-97.341.58
19-107.021.65
110-115.861.72
22-37.80.86
23-47.710.38
2457 & 57 (SP)56.920.18
256565.040.22
267372.620.62
27-79.940.79
28-87.761.02
29-95.451.32
210-102.531.52
212-115.161.65
34-47.140.61
35-54.940.52
3654 (LS)62.060.52
38-75.770.88
312-100.251.55

Zinc (Zn) - Atomic Number 30

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-29.491.52
22-39.90.98
23-50.260.61
246059.860.45
256867.790.37
267474.340.53
27-81.740.7
289089.541.17
29-96.651.55

Gallium (Ga) - Atomic Number 31

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
344747.180.36
355554.960.14
366262.020.13
37-68.750.33
38-75.410.65

Germanium (Ge) - Atomic Number 32

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
23-52.81.5
267373.441.18
34-46.320.75
43-31.160.53
443938.980.28
45-46.160.52
465352.630.84
47-58.370.94
48-64.010.97

Arsenic (As) - Atomic Number 33

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
33-41.221.59
34-47.291.15
35-52.760.95
365858.391.02
53-25.740.77
5433.533.320.48
55-39.970.35
564645.930.36
58-57.260.81

Selenium (Se) - Atomic Number 34

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-26198198.140.62
21-52.272.94
22-59.562.41
23-66.471.89
28-99.851.47
41-18.713.13
43-33.221.42
44-39.691.15
45-45.311.47
465050.681.84
47-56.831.94
48-63.731.88
49-71.111.78
63-21.040.65
642828.180.47
65-35.210.34
664241.90.34

Bromine (Br) - Atomic Number 35

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-16196195.561.6
12-99.142.36
3459 (SP)59.150.89
533130.311.68
56-49.271.66
742525.260.65
763938.740.67

Krypton (Kr) - Atomic Number 36

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Rubidium (Rb) - Atomic Number 37

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-113.785.4
12-122.984.41
13-131.673.28
14-139.522.15
15-146.251.24
16152151.710.63
17156156.210.36
18161160.60.48
19163163.190.28
110166165.960.16
111169168.920.18
112172172.20.38
113-176.90.82
114183182.361.64

Strontium (Sr) - Atomic Number 38

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-86.533.87
22-94.822.99
23-102.482.06
24-109.071.22
25-114.220.61
26118117.950.38
27121121.290.43
28126125.980.18
29131131.060.11
210136135.940.21
211-140.180.57
212144144.481.06

Yttrium (Y) - Atomic Number 39

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26-111.320.49
32-63.231.47
33-70.50.94
34-77.320.55
35-83.730.34
369089.90.26
379695.940.21
38101.9101.850.2
39107.5107.430.22
310-112.580.28
312-122.30.73

Zirconium (Zr) - Atomic Number 40

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
445958.910.26
456665.940.14
467272.070.1
477878.040.09
488483.890.14
498989.140.26
410-94.370.45

Niobium (Nb) - Atomic Number 41

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
24-80.671.33
25-86.511.23
26-92.761.18
34-61.390.91
35-66.681.02
367272.431.1
44-54.850.31
45-61.810.24
466867.890.21
487978.990.15
544848.150.36
55-56.620.37
566463.770.38
576969.130.36
587474.280.71

Molybdenum (Mo) - Atomic Number 42

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
366969.130.72
466565.040.18
51-19.741.04
53-37.390.37
544645.990.18
55-53.970.28
566161.190.35
62-22.670.94
63-31.760.69
644140.890.51
655049.830.58
665959.741.04
677372.072.03
68-80.713.19

Technetium (Tc) - Atomic Number 43

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
4664.564.290.4
566059.80.36
743737.170.47
75-46.570.74
765656.431.13
78-75.282.34

Ruthenium (Ru) - Atomic Number 44

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
34-53.450.89
366867.651.05
466261.980.17
47-68.490.31
48-74.740.57
54-41.750.51
55-49.40.47
5656.556.750.47
64-38.30.51
65-46.780.48
66-55.490.59
743837.790.55
843635.910.44

Rhodium (Rh) - Atomic Number 45

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
3666.567.291.59
38-83.01.0
466060.120.28
565554.90.36

Palladium (Pd) - Atomic Number 46

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
125967.42.22
22-50.061.61
2464 (SP)71.491.24
268686.671.68
27-94.321.47
28-102.131.19
210-116.750.99
367675.11.85
4661.561.530.39

Silver (Ag) - Atomic Number 47

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-53.293.13
126767.572.25
13-84.351.35
14100 & 102 (SP)99.421.04
15109108.930.39
16115115.260.37
17122121.850.32
18128128.150.41
19-134.410.6
110-140.540.75
111-146.440.89
112-152.131.04
22-52.161.44
2479 (SP)76.350.66
269493.630.84
28-107.150.61
3467 (SP)58.991.17
367575.721.64
38-89.491.16

Cadmium (Cd) - Atomic Number 48

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
22-54.541.22
23-66.90.57
247877.960.24
258787.070.2
269595.140.21
27103102.950.16
28110109.890.28
29-115.790.4
210-121.10.57
212131131.41.1

Indium (In) - Atomic Number 49

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
19-143.110.98
110-148.651.01
26-98.920.87
27-106.140.87
28-112.730.84
33-53.421.32
346262.451.07
35-71.40.81
368079.560.9
37-86.250.69
389292.250.61

Tin (Sn) - Atomic Number 50

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
22-66.472.59
23-77.232.02
24-86.871.46
25-95.191.21
26-102.531.35
27-109.341.51
28-115.871.53
29-122.231.47
210-128.471.38
445554.850.36
456262.140.22
466968.920.15
477575.020.1
488180.980.14

Antimony (Sb) - Atomic Number 51

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
33-66.812.67
347675.191.66
358080.621.39
367686.12.13
37-92.12.31
38-98.422.16
39-105.01.91
310-111.771.67
53-38.331.4
55-54.041.02
566060.481.16

Tellurium (Te) - Atomic Number 52

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-26221221.471.47
42-42.013.91
435252.932.17
446664.962.26
45-73.393.2
469779.173.18
47-84.312.79
48-89.772.34
49-95.781.95
410-102.241.64
55-57.81.65
56-64.681.76
644342.830.48
65-49.640.35
665656.050.31
67-62.40.42

Iodine (I) - Atomic Number 53

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
-16220219.491.44
534444.491.32
54-53.531.85
55-61.952.46
569569.372.64
57-76.082.47
58-82.552.15
59-89.071.82
744241.870.47
75-47.580.32
765353.090.39
78-64.670.85

Xenon (Xe) - Atomic Number 54

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
844039.51.22
864848.471.27

Cesium (Cs) - Atomic Number 55

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-149.314.07
12-153.843.06
13-157.82.16
14-161.251.49
15-164.331.11
16167167.320.86
17-170.570.57
18174174.130.3
19178177.870.18
110181181.170.23
111185184.850.3
112188188.280.63
113-192.241.1

Barium (Ba) - Atomic Number 56

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-97.163.8
22-105.093.14
23-113.182.51
24-121.221.97
25-128.71.52
26135134.511.0
27138138.040.32
28142141.890.2
29147146.870.17
210152152.040.1
211157156.920.12
212161161.040.17

Lanthanum (La) - Atomic Number 57

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26-131.580.93
28-138.330.32
29-143.470.18
210-148.940.12
212-158.180.18
31-72.852.47
32-79.71.86
33-86.361.29
34-92.540.8
35-98.010.39
36103.2103.270.13
37110109.680.22
38116116.130.09
39121.6121.670.07
310127127.070.09
311-131.940.23
312136136.190.45

Cerium (Ce) - Atomic Number 58

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26-128.750.9
32-77.631.8
34-90.390.74
35-95.840.34
36101101.030.09
37107107.390.22
38114.3114.190.06
39119.6119.670.04
310125124.880.1
311-129.380.22
312134133.420.41
468786.80.44
47-92.250.28
489797.260.26
49-102.290.23
410107106.870.27
412114114.150.38

Praseodymium (Pr) - Atomic Number 59

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26-126.080.91
28-131.990.62
212-152.710.28
31-68.972.36
32-75.671.75
33-82.251.19
34-88.430.7
35-93.990.31
369999.30.1
37-105.610.22
38112.6112.470.06
39117.9117.870.03
310-122.80.13
311-126.880.28
312-130.430.47
45-78.590.47
468584.980.38
47-90.590.23
489695.810.2

Neodymium (Nd) - Atomic Number 60

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
28129129.650.6
29135135.190.22
212-150.180.33
31-67.162.32
32-73.821.71
33-80.391.15
34-86.650.67
35-92.430.29
3698.398.060.09
37-104.250.16
38110.9110.850.04
39116.3116.180.05
310-120.870.15
311-124.560.34
312127127.640.57

Promethium (Pm) - Atomic Number 61

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
369796.950.05
38109.3109.330.02
39114.4114.590.05

Samarium (Sm) - Atomic Number 62

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26-118.881.05
27122122.150.2
28127126.60.25
29132131.780.11
31-63.832.23
32-70.451.63
33-77.071.08
34-83.540.61
35-89.770.25
3695.895.860.04
37102102.040.05
38107.9107.930.01
39113.2113.190.04
310-117.580.15
311-120.840.37
312124123.780.62

Europium (Eu) - Atomic Number 63

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-82.333.36
22-89.332.71
25-110.491.38
26117116.270.99
27120119.990.16
28125124.940.18
29130130.10.1
210135134.990.09
211-139.450.23
212-143.720.45
31-62.32.18
32-68.931.59
34-82.150.59
35-88.540.23
3694.794.770.04
37101100.950.06
38106.6106.610.01
39112111.920.03
310-116.240.14
311-119.430.38
312-122.380.7

Gadolinium (Gd) - Atomic Number 64

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
28-123.020.16
31-60.872.14
32-67.51.55
34-80.840.56
35-87.340.22
3693.893.640.05
3710099.710.09
38105.3105.310.01
39110.7110.690.02
310-115.030.13
312-121.170.78

Terbium (Tb) - Atomic Number 65

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
31-59.522.1
32-66.171.51
35-86.160.2
3692.392.410.04
379898.280.09
38104104.00.01
39109.5109.490.01
310-113.930.14
312-120.110.85
45-70.110.59
467676.260.55
47-82.360.39
488888.120.33
412-104.230.68

Dysprosium (Dy) - Atomic Number 66

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26107107.520.59
27113113.110.17
28119119.140.17
32-64.921.47
33-71.670.94
34-78.420.5
35-85.010.18
3691.291.20.02
379796.940.07
38102.7102.710.01
39108.3108.320.01
310-112.90.15
312-119.170.89

Holmium (Ho) - Atomic Number 67

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
32-63.751.44
33-70.530.91
34-77.30.48
35-83.910.17
3690.190.070.02
37-95.690.04
38101.5101.510.01
39107.2107.220.01
310112111.910.16
311-115.310.48
312-118.330.92

Erbium (Er) - Atomic Number 68

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
32-62.661.41
33-69.460.89
35-82.850.16
368988.980.02
3794.594.540.03
38100.4100.410.01
39106.2106.180.01
310-110.940.17

Thulium (Tm) - Atomic Number 69

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26103102.920.16
27109108.920.07
28-114.990.1
212-135.280.76
32-61.641.38
33-68.450.87
368887.920.04
37-93.490.03
3899.499.40.01
39105.2105.180.01
310-109.970.17
312-116.810.96

Ytterbium (Yb) - Atomic Number 70

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26102102.00.12
27108108.00.06
28114114.00.08
212-134.260.8
32-60.671.35
33-67.50.86
35-80.850.19
3686.886.890.08
3792.592.550.05
3898.598.480.02
39104.2104.220.02
310-109.030.18
312-116.110.97

Lutetium (Lu) - Atomic Number 71

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
32-57.471.27
33-64.640.89
35-79.030.73
3686.185.750.7
37-91.760.41
3897.797.650.2
39103.2103.170.2
310-107.890.29

Hafnium (Hf) - Atomic Number 72

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
445857.960.38
467170.830.33
477676.290.38
488382.640.65

Tantalum (Ta) - Atomic Number 73

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
367272.641.71
45-61.910.27
466868.040.2
54-49.620.43
55-57.360.32
566463.90.21
576969.110.25
587474.090.37

Tungsten (W) - Atomic Number 74

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
466665.760.47
566261.870.27
57-67.570.33
63-33.670.66
644242.150.46
655151.060.33
666059.590.75
67-66.311.01
68-71.871.1

Rhenium (Re) - Atomic Number 75

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
44-49.270.72
466363.110.39
54-45.020.73
565858.250.45
64-40.980.75
65-48.360.6
665555.30.58
743838.250.64
75-45.790.42
765353.120.35
78-66.580.86

Osmium (Os) - Atomic Number 76

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
466362.740.59
5657.557.450.2
654948.60.85
6654.554.520.29
75-46.270.51
7652.552.60.34
843938.322.04

Iridium (Ir) - Atomic Number 77

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
366868.752.34
44-47.851.2
4662.562.320.48
565757.080.19
66-54.570.45

Platinum (Pt) - Atomic Number 78

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
22-60.172.02
2460 (SP)82.271.92
268098.432.11
27-104.682.19
28-110.472.19
4662.562.90.88
565756.920.23
66-53.960.57

Gold (Au) - Atomic Number 79

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
12-81.482.06
16137136.272.16
23-79.11.44
3468 (SP)68.51.29
35-77.221.35
368584.272.01
38-92.971.92
310-102.911.84
312-114.181.88
565757.110.36

Mercury (Hg) - Atomic Number 80

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-67.842.55
12-81.992.07
139797.341.77
14-113.191.55
15-126.91.51
16119137.031.53
17-143.821.28
18-148.481.08
19-152.131.18
110-155.41.25
226969.311.1
23-83.71.7
249695.132.24
25-100.371.97
26102103.042.41
27-107.811.7
28114113.660.88
29-119.351.31
210-124.731.6
212-134.941.56

Thallium (Tl) - Atomic Number 81

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
11-75.912.97
12-90.652.52
13-106.82.14
14-123.31.94
15-138.21.98
16150149.351.88
17-155.581.12
18159159.140.51
19-161.870.68
110-164.440.71
111-167.070.61
112170169.890.58
31-44.592.04
32-55.411.35
33-65.820.78
347575.070.46
35-82.640.34
3688.588.450.32
37-93.280.45
389898.30.72
39-104.040.94
312-121.381.4

Lead (Pb) - Atomic Number 82

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
21-63.953.61
22-75.643.45
23-87.423.21
249899.012.55
25-110.151.45
26119118.460.9
27123123.360.5
28129128.990.25
29135134.910.16
210140140.090.13
211145144.910.17
212149149.220.45
446565.210.75
457372.610.65
4677.578.070.98
489493.421.49

Bismuth (Bi) - Atomic Number 83

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
31-55.712.93
32-66.122.31
33-76.661.64
34-86.791.01
359695.740.58
36103103.090.32
37-109.980.43
38117116.70.67
39-122.760.79
310-128.20.83
311-133.20.87
312-138.010.97
52-43.021.75
54-60.211.05
55-68.161.04
567675.521.11
58-88.751.2

Polonium (Po) - Atomic Number 84

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
469494.110.37
48108108.080.44
666767.41.0

Astatine (At) - Atomic Number 85

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
766261.790.89

Radon (Rn) - Atomic Number 86

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Francium (Fr) - Atomic Number 87

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
16180179.840.75

Radium (Ra) - Atomic Number 88

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
28148147.192.21
212170169.90.64

Actinium (Ac) - Atomic Number 89

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
36112111.291.11
38-124.520.93

Thorium (Th) - Atomic Number 90

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
312-140.540.46
44-80.330.93
45-86.840.64
469493.450.49
47-99.550.39
48105104.480.41
49109109.030.15
410113113.250.29
411118117.720.35
412121121.210.4

Protactinium (Pa) - Atomic Number 91

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
36104104.60.35
469090.730.29
48101101.790.28
567877.890.14
589190.990.13
599595.160.33

Uranium (U) - Atomic Number 92

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
36102.5102.440.2
468988.690.18
479594.840.18
4810099.690.17
49105104.750.29
412117117.040.27
52-52.361.67
55-68.570.4
567676.250.11
578483.870.18
58-89.440.15
624544.581.92
63-47.661.7
645252.972.06
65-62.421.19
667372.920.18
678180.930.22
688686.210.46

Neptunium (Np) - Atomic Number 93

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26110110.671.96
36101100.870.17
468787.140.1
489897.880.11
52-51.051.66
55-67.290.37
567574.970.07
57-82.480.19
58-88.050.18
62-43.461.9
65-61.51.11
667271.940.12
67-79.880.25
68-85.140.47
767170.541.22

Plutonium (Pu) - Atomic Number 94

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
34-85.141.49
35-91.990.72
3610099.440.21
38-110.950.54
468686.020.07
47-91.720.17
489696.350.13
52-49.891.65
567473.950.08
58-86.810.22
62-42.431.87
667170.960.13
68-84.120.48

Americium (Am) - Atomic Number 95

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
27121120.131.28
28126126.270.68
29131131.270.89
3697.598.010.19
38109109.240.55
468585.180.14
489595.250.16

Curium (Cm) - Atomic Number 96

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
369796.870.12
468584.370.2
489594.340.22

Berkelium (Bk) - Atomic Number 97

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
369695.920.07
468383.280.2
489393.230.2

Californium (Cf) - Atomic Number 98

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
369595.090.1
4682.182.180.24
489292.110.23

Einsteinium (Es) - Atomic Number 99

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Fermium (Fm) - Atomic Number 100

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Mendelevium (Md) - Atomic Number 101

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Nobelium (No) - Atomic Number 102

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)
26110109.41.62

Lawrencium (Lr) - Atomic Number 103

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Rutherfordium (Rf) - Atomic Number 104

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Dubnium (Db) - Atomic Number 105

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Seaborgium (Sg) - Atomic Number 106

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Bohrium (Bh) - Atomic Number 107

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Hassium (Hs) - Atomic Number 108

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Meitnerium (Mt) - Atomic Number 109

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Darmstadtium (Ds) - Atomic Number 110

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Roentgentium (Rg) - Atomic Number 111

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Copernicum (Cn) - Atomic Number 112

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Nihonium (Nh) - Atomic Number 113

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Flerovium (Fl) - Atomic Number 114

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Moscovium (Mc) - Atomic Number 115

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Livermorium (Lv) - Atomic Number 116

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Tennessine (Ts) - Atomic Number 117

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)

Oganesson (Og) - Atomic Number 118

Ionic Configuration Ionic Radius (in pm)
Oxidation StateCoordination NumberShannon's TableBy Machine
Learning (ML)
ML Error Margin
(Standard Deviation)