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Li-ion transport mechanisms in Ge/Cl dual-doped Li_(10)GeP_(2)S_(12) solid electrolytes:Synergistic insights from experimental structural characterization and machine-learning-assisted atomistic modeling
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作者 Yong-Seok Choi Jiwon Jeong +4 位作者 Youngin Lee Hyuna Ahn david o.scanlon Kyung Yoon Chung Jae-Chul Lee 《Carbon Energy》 CSCD 2024年第10期166-178,共13页
Enhancing the ionic conductivity of sulfide solid electrolytes(SEs)through dual-doping is a well-established approach,yet the atomic-level mechanisms driving these improvements remain elusive.By dual-doping Ge and Cl ... Enhancing the ionic conductivity of sulfide solid electrolytes(SEs)through dual-doping is a well-established approach,yet the atomic-level mechanisms driving these improvements remain elusive.By dual-doping Ge and Cl into the Li_(10)GeP_(2)S_(12)(LGPS)framework,we synthesized Ge/Cl-doped LGPS(Li_(10+x)Ge_(1+2x)P_(2−2x)S_(12−x)Cl_(x),x=0.3)with an ionic conductivity of 12.4 mS/cm at 25℃,a value that stands among the highest for LGPS-type SEs.This achievement emphasizes the pivotal role of dopant selection in modulating Li-ion transport mechanisms,thereby enhancing SE performance.Our research elucidates the intricate atomic mechanisms responsible for this enhanced ionic conductivity,with a particular focus on the synergistic effects of Ge and Cl dual-doping.Integrating advanced multianalytical techniques,including experiments and atomistic modeling(machine-learning-assisted molecular dynamics simulations and density functional theory calculations),we provide comprehensive insights into the structure-property relationship in Ge/Cl-doped LGPS SEs.Our findings reveal that Cl doping significantly enhances the paddle-wheel dynamics,while Ge doping promotes cooperative Li diffusion through the formation of Li interstitials.This dual-doping approach not only elucidates the structural and functional dynamics of SEs but also paves the way for designing dopants to enhance ionic conductivity.The insights gained from this study offer a strategic direction for developing higher-performance SEs,highlighting the importance of tailored dopant selection in advancing energy storage technologies. 展开更多
关键词 cooperative hopping DFT calculations molecular dynamic simulations PADDLE-WHEEL
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Identifying the ground state structures of point defects in solids
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作者 Irea Mosquera-Lois Seán R.Kavanagh +1 位作者 Aron Walsh david o.scanlon 《npj Computational Materials》 SCIE EI CSCD 2023年第1期2095-2105,共11页
Point defects are a universal feature of crystals.Their identification is addressed by combining experimental measurements with theoretical models.The standard modelling approach is,however,prone to missing the ground... Point defects are a universal feature of crystals.Their identification is addressed by combining experimental measurements with theoretical models.The standard modelling approach is,however,prone to missing the ground state atomic configurations associated with energy-lowering reconstructions from the idealised crystallographic environment.Missed ground states compromise the accuracy of calculated properties.To address this issue,we report an approach to navigate the defect configurational landscape using targeted bond distortions and rattling.Application of our workflow to eight materials(CdTe,GaAs,Sb_(2)S_(3),Sb_(2)Se_(3),CeO_(2),In_(2)O_(3),ZnO,anatase-TiO_(2))reveals symmetry breaking in each host crystal that is not found via conventional local minimisation techniques.The point defect distortions are classified by the associated physico-chemical factors.We demonstrate the impact of these defect distortions on derived properties,including formation energies,concentrations and charge transition levels.Our work presents a step forward for quantitative modelling of imperfect solids. 展开更多
关键词 GROUND DISTORTION SOLIDS
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High-throughput calculations of charged point defect properties with semi-local density functional theory— performance benchmarks for materials screening applications
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作者 Danny Broberg Kyle Bystrom +10 位作者 Shivani Srivastava Diana Dahliah Benjamin A.D.Williamson Leigh Weston david o.scanlon Gian-Marco Rignanese Shyam Dwaraknath Joel Varley Kristin A.Persson Mark Asta Geoffroy Hautier 《npj Computational Materials》 SCIE EI CSCD 2023年第1期1628-1639,共12页
Calculations of point defect energetics with Density Functional Theory(DFT)can provide valuable insight into several optoelectronic,thermodynamic,and kinetic properties.These calculations commonly use methods ranging ... Calculations of point defect energetics with Density Functional Theory(DFT)can provide valuable insight into several optoelectronic,thermodynamic,and kinetic properties.These calculations commonly use methods ranging from semi-local functionals with a-posteriori corrections to more computationally intensive hybrid functional approaches.For applications of DFT-based high-throughput computation for data-driven materials discovery,point defect properties are of interest,yet are currently excluded from available materials databases.This work presents a benchmark analysis of automated,semi-local point defect calculations with a-posteriori corrections,compared to 245“gold standard”hybrid calculations previously published.We consider three different a-posteriori correction sets implemented in an automated workflow,and evaluate the qualitative and quantitative differences among four different categories of defect information:thermodynamic transition levels,formation energies,Fermi levels,and dopability limits.We highlight qualitative information that can be extracted from high-throughput calculations based on semi-local DFT methods,while also demonstrating the limits of quantitative accuracy. 展开更多
关键词 PROPERTIES DEFECT correction
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