Jinyang Xi
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View article: Significant temperature tunability of the band gap in two-dimensional materials
Significant temperature tunability of the band gap in two-dimensional materials Open
Two-dimensional (2D) materials have great attentions due to their novel physical and chemical properties. The band gap Eg plays a significant role in influencing their applications, which can be changed by the temperature. In this work, ta…
View article: Screening of half-Heuslers with temperature-induced band convergence and enhanced thermoelectric properties
Screening of half-Heuslers with temperature-induced band convergence and enhanced thermoelectric properties Open
Enhancing band convergence is an effective way to optimize the thermoelectric (TE) properties of materials. However, the temperature-induced band renormalization is commonly ignored. By employing the recently-developed electron-phonon reno…
View article: The role of lattice thermal conductivity suppression by dopants from a holistic perspective
The role of lattice thermal conductivity suppression by dopants from a holistic perspective Open
Dopants play an important role in improving electrical and thermal transport. In the traditional perspective, a dopant suppresses lattice thermal conductivity kL by adding point defect (PD) scattering term to the phonon relaxation time, wh…
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View article: Defect engineering and alloying strategies for tailoring thermoelectric behavior in GeTe and its alloys
Defect engineering and alloying strategies for tailoring thermoelectric behavior in GeTe and its alloys Open
GeTe exhibits excellent p-type medium-temperature thermoelectric properties with low toxicity and good mechanical characteristics, making it highly promising for development in the thermoelectric field. However, GeTe is prone to producing …
View article: The MatHub‐3d first‐principles repository and the applications on thermoelectrics
The MatHub‐3d first‐principles repository and the applications on thermoelectrics Open
Following the Materials Genome Initiative project, materials research has embarked a new research paradigm centered around material repositories, significantly accelerating the discovery of novel materials, such as thermoelectrics. Thermoe…
View article: HH130: a standardized database of machine learning interatomic potentials, datasets, and its applications in the thermal transport of half-Heusler thermoelectrics
HH130: a standardized database of machine learning interatomic potentials, datasets, and its applications in the thermal transport of half-Heusler thermoelectrics Open
The HH130, a standardized machine-learning interatomic potential database for 130 half-Heusler compounds. The lattice thermal conductivities considering both three and four phonon interactions for the half-Heuslers have been studied by usi…
View article: Clathrate structure of YB3C3 for high-performance thermoelectrics with superior mechanical properties
Clathrate structure of YB3C3 for high-performance thermoelectrics with superior mechanical properties Open
Exploring high-performance thermoelectric materials with improved mechanical properties is important for broadening the application scope and the assembly requirement of stable devices. This work presents an effective strategy to discover …
View article: High-throughput deformation potential and electrical transport calculations
High-throughput deformation potential and electrical transport calculations Open
The deformation potential plays an important role in electrical transport properties, but in the context of high-throughput searches requires a consistent and readily computable reference level. Here, we design a high-throughput method for…
View article: High-throughput deformation potential and electrical transport calculations
High-throughput deformation potential and electrical transport calculations Open
Deformation potential plays an important role in electrical transport properties. Here, we design a high-throughput method for calculating deformation potential for semiconductors in MatHub-3d database. The deformation potential in this wo…
View article: Atomistic Insights into the Origin of High‐Performance Thermoelectric Response in Hybrid Perovskites
Atomistic Insights into the Origin of High‐Performance Thermoelectric Response in Hybrid Perovskites Open
Due to their tantalizing prospect of heat‐electricity interconversion, hybrid organic–inorganic perovskites have sparked considerable research interests recently. Nevertheless, understanding their complex interplay between the macroscopic …
View article: Weak electron-phonon renormalization effect caused by the counteraction of the different phonon vibration modes in FeS<sub>2</sub>
Weak electron-phonon renormalization effect caused by the counteraction of the different phonon vibration modes in FeS<sub>2</sub> Open
Fluctuations on operating temperatures of solar cells may change the electronic structures of absorption layer materials, which will have a profound influence on the photoelectric conversion efficiency. Based on the electron-phonon renorma…
View article: MatHub-2d: A database for transport in 2D materials and a demonstration of high-throughput computational screening for high-mobility 2D semiconducting materials
MatHub-2d: A database for transport in 2D materials and a demonstration of high-throughput computational screening for high-mobility 2D semiconducting materials Open
View article: Intrinsic defects and the influences on electrical transport properties in quaternary diamond-like compounds: Cd2Cu3In3Te8 as an example
Intrinsic defects and the influences on electrical transport properties in quaternary diamond-like compounds: Cd2Cu3In3Te8 as an example Open
Over the years, the fact that the quaternary diamond-like thermoelectric materials show much lower carrier mobilities than ternary compounds remains mysterious. In this work, by adopting first-principles defect chemistry and electrical tra…
View article: Accurate and explainable machine learning for the power factors of diamond-like thermoelectric materials
Accurate and explainable machine learning for the power factors of diamond-like thermoelectric materials Open
The application of machine learning (ML)-based methods to the study of thermoelectric (TE) materials is promising. Although conventional ML algorithms can achieve high prediction performance, their lack of interpretability severely obstruc…
View article: Thermoelectric transport properties in chalcogenides ZnX (X=S, Se): From the role of electron-phonon couplings
Thermoelectric transport properties in chalcogenides ZnX (X=S, Se): From the role of electron-phonon couplings Open
View article: An accurate single descriptor for ion–π interactions
An accurate single descriptor for ion–π interactions Open
Non-covalent interactions between ions and π systems play an important role in molecular recognition, catalysis and biology. To guide the screen and design for artificial hosts, catalysts and drug delivery, understanding the physical natur…
View article: Achieving band convergence by tuning the bonding ionicity in n‐type Mg<sub>3</sub>Sb<sub>2</sub>
Achieving band convergence by tuning the bonding ionicity in n‐type Mg<sub>3</sub>Sb<sub>2</sub> Open
Identifying strategies for beneficial band engineering is crucial for the optimization of thermoelectric (TE) materials. In this study, we demonstrate the beneficial effects of ionic dopants on n‐type Mg 3 Sb 2 . Using the band‐resolved pr…
View article: CSD 1834654: Experimental Crystal Structure Determination
CSD 1834654: Experimental Crystal Structure Determination Open
An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely availabl…
View article: Theoretical Studies on the Deformation Potential, Electron-Phonon Coupling, and Carrier Transports of Layered Systems
Theoretical Studies on the Deformation Potential, Electron-Phonon Coupling, and Carrier Transports of Layered Systems Open
View article: CSD 1834653: Experimental Crystal Structure Determination
CSD 1834653: Experimental Crystal Structure Determination Open
An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely availabl…
View article: Intrinsic Charge Transport in Stanene: Roles of Bucklings and Electron–Phonon Couplings
Intrinsic Charge Transport in Stanene: Roles of Bucklings and Electron–Phonon Couplings Open
The intrinsic charge transport of stanene is investigated by using density functional theory and density functional perturbation theory coupled with Boltzmann transport equations at the first‐principles level. The Wannier interpolation sch…
View article: Erratum: Intrinsic and Extrinsic Charge Transport in CH3NH3PbI3 Perovskites Predicted from First-Principles
Erratum: Intrinsic and Extrinsic Charge Transport in CH3NH3PbI3 Perovskites Predicted from First-Principles Open
Scientific Reports 6: Article number: 19968; published online: 29 January 2016; updated: 05 April 2017 The original HTML version of this Article listed an incorrect volume number. This has now been corrected in the HTML version; the PDF ve…
View article: Intrinsic and Extrinsic Charge Transport in CH3NH3PbI3 Perovskites Predicted from First-Principles
Intrinsic and Extrinsic Charge Transport in CH3NH3PbI3 Perovskites Predicted from First-Principles Open
Both intrinsic and extrinsic charge transport properties of methylammonium lead triiodide perovskites are investigated from first-principles. The weak electron-phonon couplings are revealed, with the largest deformation potential (~ 5 eV) …