Overview

Dataset statistics

Number of variables8
Number of observations41
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.8 KiB
Average record size in memory69.2 B

Variable types

Categorical6
Numeric2

Dataset

Description한국원자력연구원_원자 자료 및 분광 모델링 데이터 입니다. 데이터 칼럼 리스트는 원자명(Atom), 원자핵의 양성자수(Z (Nuclear Charge)), 이온 스테이지(q (ionization stage)), 에너지 준위(level Term), 단면적(Cross Section ), 충돌 단면적 단위(Unit), 참고문헌 (References), 데이터 설명 입니다.
Author한국원자력연구원
URLhttps://www.data.go.kr/data/3045964/fileData.do

Alerts

에너지 준위(level Term) is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 3 other fieldsHigh correlation
단면적(Cross Section ) is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 6 other fieldsHigh correlation
충돌 단면적 단위(Unit) is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 6 other fieldsHigh correlation
데이터 설명 is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 4 other fieldsHigh correlation
원자핵의 양성자수(Z (Nuclear Charge)) is highly overall correlated with 이온 스테이지(q (ionization stage)) and 6 other fieldsHigh correlation
이온 스테이지(q (ionization stage)) is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 3 other fieldsHigh correlation
원자명(Atom) is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 4 other fieldsHigh correlation
참고문헌 (References) is highly overall correlated with 원자핵의 양성자수(Z (Nuclear Charge)) and 4 other fieldsHigh correlation
단면적(Cross Section ) is highly imbalanced (54.7%)Imbalance
충돌 단면적 단위(Unit) is highly imbalanced (54.0%)Imbalance
이온 스테이지(q (ionization stage)) has 6 (14.6%) zerosZeros

Reproduction

Analysis started2023-12-12 22:45:59.886954
Analysis finished2023-12-12 22:46:00.953535
Duration1.07 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

원자명(Atom)
Categorical

HIGH CORRELATION 

Distinct18
Distinct (%)43.9%
Missing0
Missing (%)0.0%
Memory size460.0 B
Be
3 
Si
3 
C
3 
Ne
3 
O
3 
Other values (13)
26 

Length

Max length2
Median length2
Mean length1.5365854
Min length1

Unique

Unique6 ?
Unique (%)14.6%

Sample

1st rowBe
2nd rowBe
3rd rowBe
4th rowB
5th rowB

Common Values

ValueCountFrequency (%)
Be 3
 
7.3%
Si 3
 
7.3%
C 3
 
7.3%
Ne 3
 
7.3%
O 3
 
7.3%
F 3
 
7.3%
N 3
 
7.3%
Mg 3
 
7.3%
Al 3
 
7.3%
B 3
 
7.3%
Other values (8) 11
26.8%

Length

2023-12-13T07:46:01.029822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
be 3
 
7.3%
n 3
 
7.3%
s 3
 
7.3%
si 3
 
7.3%
al 3
 
7.3%
mg 3
 
7.3%
b 3
 
7.3%
f 3
 
7.3%
o 3
 
7.3%
ne 3
 
7.3%
Other values (8) 11
26.8%

원자핵의 양성자수(Z (Nuclear Charge))
Real number (ℝ)

HIGH CORRELATION 

Distinct18
Distinct (%)43.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.707317
Minimum4
Maximum74
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size501.0 B
2023-12-13T07:46:01.153955image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum4
5-th percentile4
Q17
median10
Q316
95-th percentile28
Maximum74
Range70
Interquartile range (IQR)9

Descriptive statistics

Standard deviation11.912691
Coefficient of variation (CV)0.86907529
Kurtosis16.170048
Mean13.707317
Median Absolute Deviation (MAD)4
Skewness3.4830027
Sum562
Variance141.9122
MonotonicityNot monotonic
2023-12-13T07:46:01.262182image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
4 3
 
7.3%
10 3
 
7.3%
16 3
 
7.3%
5 3
 
7.3%
13 3
 
7.3%
12 3
 
7.3%
14 3
 
7.3%
9 3
 
7.3%
8 3
 
7.3%
7 3
 
7.3%
Other values (8) 11
26.8%
ValueCountFrequency (%)
4 3
7.3%
5 3
7.3%
6 3
7.3%
7 3
7.3%
8 3
7.3%
9 3
7.3%
10 3
7.3%
12 3
7.3%
13 3
7.3%
14 3
7.3%
ValueCountFrequency (%)
74 1
 
2.4%
30 1
 
2.4%
28 1
 
2.4%
26 2
4.9%
24 1
 
2.4%
22 1
 
2.4%
20 1
 
2.4%
16 3
7.3%
14 3
7.3%
13 3
7.3%

이온 스테이지(q (ionization stage))
Real number (ℝ)

HIGH CORRELATION  ZEROS 

Distinct13
Distinct (%)31.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.3902439
Minimum0
Maximum19
Zeros6
Zeros (%)14.6%
Negative0
Negative (%)0.0%
Memory size501.0 B
2023-12-13T07:46:01.378638image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q11
median3
Q35
95-th percentile15
Maximum19
Range19
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.7795295
Coefficient of variation (CV)1.0886706
Kurtosis2.1416486
Mean4.3902439
Median Absolute Deviation (MAD)2
Skewness1.6305578
Sum180
Variance22.843902
MonotonicityNot monotonic
2023-12-13T07:46:01.509167image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
1 7
17.1%
0 6
14.6%
2 6
14.6%
4 6
14.6%
3 3
7.3%
5 3
7.3%
6 3
7.3%
11 2
 
4.9%
9 1
 
2.4%
13 1
 
2.4%
Other values (3) 3
7.3%
ValueCountFrequency (%)
0 6
14.6%
1 7
17.1%
2 6
14.6%
3 3
7.3%
4 6
14.6%
5 3
7.3%
6 3
7.3%
9 1
 
2.4%
11 2
 
4.9%
13 1
 
2.4%
ValueCountFrequency (%)
19 1
 
2.4%
17 1
 
2.4%
15 1
 
2.4%
13 1
 
2.4%
11 2
 
4.9%
9 1
 
2.4%
6 3
7.3%
5 3
7.3%
4 6
14.6%
3 3
7.3%

에너지 준위(level Term)
Categorical

HIGH CORRELATION 

Distinct9
Distinct (%)22.0%
Missing0
Missing (%)0.0%
Memory size460.0 B
2s2 1S0
7 
2s2p 3P1
7 
2s2p 1P1
7 
2s22p6 3s 2S1/2
6 
3s2 1S0
4 
Other values (4)
10 

Length

Max length15
Median length8
Mean length8.9512195
Min length7

Unique

Unique2 ?
Unique (%)4.9%

Sample

1st row2s2 1S0
2nd row2s2p 3P1
3rd row2s2p 1P1
4th row2s2 1S0
5th row2s2p 3P1

Common Values

ValueCountFrequency (%)
2s2 1S0 7
17.1%
2s2p 3P1 7
17.1%
2s2p 1P1 7
17.1%
2s22p6 3s 2S1/2 6
14.6%
3s2 1S0 4
9.8%
3s3p 1P1 4
9.8%
3s3p 3P1 4
9.8%
3s23p3 4S3/2 1
 
2.4%
5d4 6s 6D1/2 1
 
2.4%

Length

2023-12-13T07:46:01.681067image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:46:01.866455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2s2p 14
15.7%
1s0 11
12.4%
3p1 11
12.4%
1p1 11
12.4%
3s3p 8
9.0%
2s2 7
7.9%
2s22p6 6
6.7%
3s 6
6.7%
2s1/2 6
6.7%
3s2 4
 
4.5%
Other values (5) 5
 
5.6%

단면적(Cross Section )
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct6
Distinct (%)14.6%
Missing0
Missing (%)0.0%
Memory size460.0 B
PI
32 
DR
5 
Photoionization (PI)
 
1
Electron Impact Ionization (EII)
 
1
EII
 
1

Length

Max length33
Median length2
Mean length4.097561
Min length2

Unique

Unique4 ?
Unique (%)9.8%

Sample

1st rowPhotoionization (PI)
2nd rowPI
3rd rowPI
4th rowPI
5th rowPI

Common Values

ValueCountFrequency (%)
PI 32
78.0%
DR 5
 
12.2%
Photoionization (PI) 1
 
2.4%
Electron Impact Ionization (EII) 1
 
2.4%
EII 1
 
2.4%
Dielectronic Recombination (DR) 1
 
2.4%

Length

2023-12-13T07:46:02.066822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:46:02.205959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
pi 33
70.2%
dr 6
 
12.8%
eii 2
 
4.3%
photoionization 1
 
2.1%
electron 1
 
2.1%
impact 1
 
2.1%
ionization 1
 
2.1%
dielectronic 1
 
2.1%
recombination 1
 
2.1%

충돌 단면적 단위(Unit)
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct4
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size460.0 B
Mb
33 
(10-10 cm3s-1eV3/2)
6 
(10-2 Mb)
 
1
(100 Mb)
 
1

Length

Max length20
Median length2
Mean length4.9512195
Min length2

Unique

Unique2 ?
Unique (%)4.9%

Sample

1st rowMb
2nd rowMb
3rd rowMb
4th rowMb
5th rowMb

Common Values

ValueCountFrequency (%)
Mb 33
80.5%
(10-10 cm3s-1eV3/2) 6
 
14.6%
(10-2 Mb) 1
 
2.4%
(100 Mb) 1
 
2.4%

Length

2023-12-13T07:46:02.342737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:46:02.475405image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
mb 35
71.4%
10-10 6
 
12.2%
cm3s-1ev3/2 6
 
12.2%
10-2 1
 
2.0%
100 1
 
2.0%

참고문헌 (References)
Categorical

HIGH CORRELATION 

Distinct18
Distinct (%)43.9%
Missing0
Missing (%)0.0%
Memory size460.0 B
D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)
6 
Dae-Soung Kim and Duck-Hee Kwon, Journal of Physics B : At. Mol. Opt. Phys. 45, 185201 (2012)
6 
Dae-Soung Kim and Fumihiro Koike, Journal of Physical Society of Japan 77, 124302 (2008). December, 2008
3 
Dae-Soung Kim and Steven T. Manson, Journal of Physics B : At. Mol. Opt. Phys. 43, 155205 (2010)
3 
Dae-Soung Kim and Hee-Chul Kim, Journal of Physical Society of Japan 80, 1094302 (2011)
3 
Other values (13)
20 

Length

Max length123
Median length98
Mean length87.341463
Min length55

Unique

Unique7 ?
Unique (%)17.1%

Sample

1st row Dae-SoungKim, Baek Il nam and Young Soon Kim, Journal of Korean Physical Society 32, 256 (1998)
2nd row Dae-Soung Kim, Japanese Applied Physics 43, 1612 (2004)
3rd row Dae-Soung Kim, Japanese Applied Physics 43, 1612 (2004)
4th rowDae-Soung Kim and Steven T. Manson, Physical Review A 71, 032701 (2005)
5th rowDae-Soung Kim and Steven T. Manson, Journal of Physics B : At. Mol. Opt. Phys. 37, 4013 (2004).

Common Values

ValueCountFrequency (%)
D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011) 6
14.6%
Dae-Soung Kim and Duck-Hee Kwon, Journal of Physics B : At. Mol. Opt. Phys. 45, 185201 (2012) 6
14.6%
Dae-Soung Kim and Fumihiro Koike, Journal of Physical Society of Japan 77, 124302 (2008). December, 2008 3
 
7.3%
Dae-Soung Kim and Steven T. Manson, Journal of Physics B : At. Mol. Opt. Phys. 43, 155205 (2010) 3
 
7.3%
Dae-Soung Kim and Hee-Chul Kim, Journal of Physical Society of Japan 80, 1094302 (2011) 3
 
7.3%
Dae-Soung Kim and Duck-Hee Kwon, Journal of Korean Physical Society, Vol. 64, No. 5, March 2014, pp. 659-666 3
 
7.3%
Dae-Soung Kim, Japanese Applied Physics 43, 1612 (2004) 2
 
4.9%
Dae-Soung Kim and Young Soon Kim, Journal of Physics B : At. Mol. Opt. Phys. 41, 165002 (2008). Published 7 August (2008) 2
 
4.9%
Dae-SoungKim, Journal of Physics B : At. Mol. Opt. Phys. 34, 2615 (2001) 2
 
4.9%
Dae-Soung Kim and Young Soon Kim, Journal of Physics B : At. Mol. Opt. Phys. 40, 3807 (2007) 2
 
4.9%
Other values (8) 9
22.0%

Length

2023-12-13T07:46:02.616985image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category
ValueCountFrequency (%)
kim 38
 
6.1%
and 37
 
5.9%
of 36
 
5.7%
journal 30
 
4.8%
dae-soung 29
 
4.6%
physics 20
 
3.2%
mol 18
 
2.9%
at 18
 
2.9%
b 18
 
2.9%
18
 
2.9%
Other values (98) 366
58.3%

데이터 설명
Categorical

HIGH CORRELATION 

Distinct4
Distinct (%)9.8%
Missing0
Missing (%)0.0%
Memory size460.0 B
여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
22 
기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
11 
기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적
6 
기저준위 원자의 DW 근사법 계산에 의한 전자충돌이온화 단면적
 
2

Length

Max length41
Median length35
Mean length36.95122
Min length35

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
2nd row여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
3rd row여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
4th row기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
5th row여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적

Common Values

ValueCountFrequency (%)
여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적 22
53.7%
기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적 11
26.8%
기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적 6
 
14.6%
기저준위 원자의 DW 근사법 계산에 의한 전자충돌이온화 단면적 2
 
4.9%

Length

2023-12-13T07:46:02.773242image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:46:02.887077image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
원자의 41
11.7%
계산에 41
11.7%
의한 41
11.7%
단면적 41
11.7%
고유채널 33
9.4%
r-행렬 33
9.4%
광이온화 33
9.4%
여기준위 22
6.3%
기저준위 19
5.4%
비반복 11
 
3.1%
Other values (8) 36
10.3%

Interactions

2023-12-13T07:46:00.528615image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:46:00.320444image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:46:00.639939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:46:00.428026image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-13T07:46:02.989134image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
원자명(Atom)원자핵의 양성자수(Z (Nuclear Charge))이온 스테이지(q (ionization stage))에너지 준위(level Term)단면적(Cross Section )충돌 단면적 단위(Unit)참고문헌 (References)데이터 설명
원자명(Atom)1.0001.0000.9860.4050.9650.9370.9780.725
원자핵의 양성자수(Z (Nuclear Charge))1.0001.0000.8780.9290.8240.8460.9260.727
이온 스테이지(q (ionization stage))0.9860.8781.0000.0000.8090.7720.1530.670
에너지 준위(level Term)0.4050.9290.0001.0000.9111.0000.9201.000
단면적(Cross Section )0.9650.8240.8090.9111.0001.0000.9820.915
충돌 단면적 단위(Unit)0.9370.8460.7721.0001.0001.0001.0000.978
참고문헌 (References)0.9780.9260.1530.9200.9821.0001.0000.942
데이터 설명0.7250.7270.6701.0000.9150.9780.9421.000
2023-12-13T07:46:03.160063image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
에너지 준위(level Term)단면적(Cross Section )참고문헌 (References)원자명(Atom)충돌 단면적 단위(Unit)데이터 설명
에너지 준위(level Term)1.0000.6950.4890.0510.9300.930
단면적(Cross Section )0.6951.0000.6550.6020.9730.780
참고문헌 (References)0.4890.6551.0000.6550.7880.652
원자명(Atom)0.0510.6020.6551.0000.6410.376
충돌 단면적 단위(Unit)0.9300.9730.7880.6411.0000.800
데이터 설명0.9300.7800.6520.3760.8001.000
2023-12-13T07:46:03.282125image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
원자핵의 양성자수(Z (Nuclear Charge))이온 스테이지(q (ionization stage))원자명(Atom)에너지 준위(level Term)단면적(Cross Section )충돌 단면적 단위(Unit)참고문헌 (References)데이터 설명
원자핵의 양성자수(Z (Nuclear Charge))1.0000.5170.7990.8040.7110.8110.6290.658
이온 스테이지(q (ionization stage))0.5171.0000.7960.0000.5610.5340.0000.425
원자명(Atom)0.7990.7961.0000.0510.6020.6410.6550.376
에너지 준위(level Term)0.8040.0000.0511.0000.6950.9300.4890.930
단면적(Cross Section )0.7110.5610.6020.6951.0000.9730.6550.780
충돌 단면적 단위(Unit)0.8110.5340.6410.9300.9731.0000.7880.800
참고문헌 (References)0.6290.0000.6550.4890.6550.7881.0000.652
데이터 설명0.6580.4250.3760.9300.7800.8000.6521.000

Missing values

2023-12-13T07:46:00.783967image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-13T07:46:00.902689image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

원자명(Atom)원자핵의 양성자수(Z (Nuclear Charge))이온 스테이지(q (ionization stage))에너지 준위(level Term)단면적(Cross Section )충돌 단면적 단위(Unit)참고문헌 (References)데이터 설명
0Be402s2 1S0Photoionization (PI)MbDae-SoungKim, Baek Il nam and Young Soon Kim, Journal of Korean Physical Society 32, 256 (1998)기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
1Be402s2p 3P1PIMbDae-Soung Kim, Japanese Applied Physics 43, 1612 (2004)여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
2Be402s2p 1P1PIMbDae-Soung Kim, Japanese Applied Physics 43, 1612 (2004)여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
3B512s2 1S0PIMbDae-Soung Kim and Steven T. Manson, Physical Review A 71, 032701 (2005)기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
4B512s2p 3P1PIMbDae-Soung Kim and Steven T. Manson, Journal of Physics B : At. Mol. Opt. Phys. 37, 4013 (2004).여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
5B512s2p 1P1PIMbDae-Soung Kim and Steven T. Manson, Journal of Physics B : At. Mol. Opt. Phys. 37, 4013 (2004).여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
6C622s2 1S0PIMbDae-Soung Kim and Steven T.Manson, Journal of Physics B : At. Mol. Opt. Phys. 37, 4707 (2004).기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
7C622s2p 3P1PIMbDae-Soung Kim and Young Soon Kim, Journal of Physics B : At. Mol. Opt. Phys. 40, 3807 (2007)여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
8C622s2p 1P1PIMbDae-Soung Kim and Young Soon Kim, Journal of Physics B : At. Mol. Opt. Phys. 40, 3807 (2007)여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
9N732s2 1S0PIMbDae-Soung Kim and Duck-Hee Kwon, Journal of Physics B : At. Mol. Opt. Phys. 45, 185201 (2012)기저준위 원자의 비반복 고유채널 R-행렬 계산에 의한 광이온화 단면적
원자명(Atom)원자핵의 양성자수(Z (Nuclear Charge))이온 스테이지(q (ionization stage))에너지 준위(level Term)단면적(Cross Section )충돌 단면적 단위(Unit)참고문헌 (References)데이터 설명
31S1643s3p 1P1PIMbDae-Soung Kim and Duck-Hee Kwon, Journal of Korean Physical Society, Vol. 64, No. 5, March 2014, pp. 659-666여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
32S1643s3p 3P1PIMbDae-Soung Kim and Duck-Hee Kwon, Journal of Korean Physical Society, Vol. 64, No. 5, March 2014, pp. 659-666여기준위 원자의 고유채널 R-행렬 계산에 의한 광이온화 단면적
33Fe26113s23p3 4S3/2Electron Impact Ionization (EII)(10-2 Mb)D.-H. Kwon and Daniel Wolf Savin, Astrophysical Journal, Vol. 784, 13 (2014)기저준위 원자의 DW 근사법 계산에 의한 전자충돌이온화 단면적
34W7415d4 6s 6D1/2EII(100 Mb)D.-H. Kwon, Y.-S. Cho, and Y.-O. Lee, Int. J. Mass Spectrometry, vol. 356, 7 (2013)기저준위 원자의 DW 근사법 계산에 의한 전자충돌이온화 단면적
35Ca2092s22p6 3s 2S1/2Dielectronic Recombination (DR)(10-10 cm3s-1eV3/2)D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적
36Ti22112s22p6 3s 2S1/2DR(10-10 cm3s-1eV3/2)D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적
37Cr24132s22p6 3s 2S1/2DR(10-10 cm3s-1eV3/2)D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적
38Fe26152s22p6 3s 2S1/2DR(10-10 cm3s-1eV3/2)D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적
39Ni28172s22p6 3s 2S1/2DR(10-10 cm3s-1eV3/2)D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적
40Zn30192s22p6 3s 2S1/2DR(10-10 cm3s-1eV3/2)D.-H. Kwon and D. W. Savin, Astrophys. J. 734, 2 (2011)기저준위 원자의 독립 과정 고립 공명법 계산에 의한 전자충돌재결합 단면적