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Computational identification of p-type transparent semiconductors : 계산과학을 통한 p형 투명 반도체 탐색 연구

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dc.contributor.advisor한승우-
dc.contributor.author윤용-
dc.date.accessioned2018-11-12T00:54:49Z-
dc.date.available2018-11-12T00:54:49Z-
dc.date.issued2018-08-
dc.identifier.other000000153125-
dc.identifier.urihttps://hdl.handle.net/10371/143040-
dc.description학위논문 (박사)-- 서울대학교 대학원 : 공과대학 재료공학부, 2018. 8. 한승우.-
dc.description.abstractTransparent oxide semiconductors have been used in various applications such as display and solar cell panels. The development of n-type oxides such as In2O3 and ITO realized the transparent electronics. In order to fabricate highly efficient transparent electronic devices, high performance p-type transparent oxide semiconductors comparable to the n-type oxides are required. However, the performance of present p-type oxides is much inferior to that of n-type oxides in spite of enormous efforts. Recently, several novel p-type candidates are suggested by using high-throughput approach with the density functional theory calculations. However, candidate materials have not been verified in experiment, which implies the necessity of a reliable theoretical descriptor.

In this dissertation, we propose a reliable and computationally efficient descriptor for p-type dopability using the formation energy of hydrogen interstitial defect. The predictive power of hydrogen descriptor is demonstrated by showing that the hydrogen descriptor can distinguish well known p-type and n-type oxides. Using the hydrogen descriptor, we conduct high-throughput screening for most binary oxides and selected ternary oxides including Sn2+- and Cu1+-bearing oxides as well as oxychalcogenides. As a result, we introduce La2O2Te and CuLiO as promising p-type candidates, which are validated through the full intrinsic defect calculations. Additionally, we identify simple descriptors that correlate with hydrogen descriptor. By using the simple descriptors in the multi-step high-throughput screening, we screen most oxide compounds (~17,000 oxides) in Aflow database. As a result, we suggest new p-type candidates such as Na2PtO2, La2O2S2 and La2SiO4Se.
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dc.description.tableofcontents1. Introduction 1

1.1. Overview of transparent semiconductors 1

1.2. p-type transparent semiconducting oxides (TSOs) 3

1.3. High-throughput screening for p-type TSOs 6

1.4. Goal of the dissertation 8

1.5. Organization of the dissertation 9

2. Theoretical background 10

2.1. Density functional theory (DFT) 10

2.1.1 Hohenberg and Kohn theorem 10

2.1.2 Kohn-Sham equation 12

2.1.3 Exchange-correlation energy 14

2.2. Beyond DFT 15

2.2.1 DFT+U 15

2.2.2 Hybrid functional 16

2.3. Defect calculations 18

2.3.1 Defect formation energy 18

2.3.2 Cell-size corrections for supercell approach 19

3. Hydrogen descriptor for p-type screening 22

3.1. Introduction 22

3.2. Computational methods 24

3.2.1. Density functional theory 24

3.2.2. Band gap 25

3.2.3. Effective mass 28

3.2.4. Branch-point energy 34

3.3. Hydrogen descriptor 36

3.3.1. Limitation of previous descriptor 36

3.3.2. Defect formation energies of known semiconducting oxides 40

3.3.3. Hydrogen descriptor for p-type oxide screening 44

3.3.4. Automatic procedure for hydrogen descriptor 51

3.4. High-throughput screening of p-type oxides 56

3.4.1. Screening over binary oxides 56

3.4.2. Screening over ternary oxides 58

3.4.3. Defect formation energy for candidates 62

3.5. Summary 68

4. High-throughput screening of p-type oxides using material database 69

4.1. Introduction 69

4.2. Computational methods 71

4.2.1. Density functional theory 71

4.2.2. Candidate descriptors for p-type oxides 72

4.2.3. Pearson correlation coefficient 73

4.2.4. Receiver operating characteristic curve 75

4.3. Computational methods 71

4.3.1. Simplified descriptor for p-type oxides 77

4.3.2. Screening over the oxides in the AFLOW database 84

4.3.3. Promising candidates 93

4.4. Summary 105

5. Conclusion 106

Bibliography 108

국문초록 113
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dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subject.ddc620.1-
dc.titleComputational identification of p-type transparent semiconductors-
dc.title.alternative계산과학을 통한 p형 투명 반도체 탐색 연구-
dc.typeThesis-
dc.contributor.AlternativeAuthorYong Youn-
dc.description.degreeDoctor-
dc.contributor.affiliation공과대학 재료공학부-
dc.date.awarded2018-08-
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