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Featured researches published by Scott Kirklin.


Nature Communications | 2016

High-throughput computational design of cathode coatings for Li-ion batteries

Muratahan Aykol; Soo Kim; Vinay Hegde; David H. Snydacker; Zhi Lu; Shiqiang Hao; Scott Kirklin; Dane Morgan; C. Wolverton

Cathode degradation is a key factor that limits the lifetime of Li-ion batteries. To identify functional coatings that can suppress this degradation, we present a high-throughput density functional theory based framework which consists of reaction models that describe thermodynamic and electrochemical stabilities, and acid-scavenging capabilities of materials. Screening more than 130,000 oxygen-bearing materials, we suggest physical and hydrofluoric-acid barrier coatings such as WO3, LiAl5O8 and ZrP2O7 and hydrofluoric-acid scavengers such as Sc2O3, Li2CaGeO4, LiBO2, Li3NbO4, Mg3(BO3)2 and Li2MgSiO4. Using a design strategy to find the thermodynamically optimal coatings for a cathode, we further present optimal hydrofluoric-acid scavengers such as Li2SrSiO4, Li2CaSiO4 and CaIn2O4 for the layered LiCoO2, and Li2GeO3, Li4NiTeO6 and Li2MnO3 for the spinel LiMn2O4 cathodes. These coating materials have the potential to prolong the cycle-life of Li-ion batteries and surpass the performance of common coatings based on conventional materials such as Al2O3, ZnO, MgO or ZrO2.


Energy and Environmental Science | 2017

Material design of high-capacity Li-rich layered-oxide electrodes: Li2MnO3 and beyond

Soo Kim; Muratahan Aykol; Vinay Hegde; Zhi Lu; Scott Kirklin; Jason R. Croy; Michael M. Thackeray; C. Wolverton

Lithium-ion batteries (LIBs) have been used widely in portable electronics, and hybrid-electric and all-electric vehicles for many years. However, there is a growing need to develop new cathode materials that will provide higher cell energy densities for advanced applications. Several candidates, including Li2MnO3-stabilized LiM′O2 (M′ = Mn/Ni/Co) structures, Li2Ru0.75Sn0.25O3 (i.e., 3Li2RuO3–Li2SnO3), and disordered Li2MoO3–LiCrO2 compounds can yield capacities exceeding 200 mA h g−1, alluding to the constructive role that Li2MO3 (M4+) end-member compounds play in the electrochemistry of these systems. Here, we catalog the family of Li2MO3 compounds as active cathodes or inactive stabilizing agents using high-throughput density functional theory (HT-DFT). With an exhaustive search based on design rules that include phase stability, cell potential, resistance to oxygen evolution, and metal migration, we predict a number of new Li2MIO3–Li2MIIO3 active/inactive electrode pairs, in which MI and MII are transition- or post-transition metal ions, that can be tested experimentally for high-energy-density LIBs.


JOM | 2013

Materials Design and Discovery with High-Throughput Density Functional Theory: The Open Quantum Materials Database (OQMD)

James E. Saal; Scott Kirklin; Muratahan Aykol; Bryce Meredig; C. Wolverton


Physical Review B | 2014

Combinatorial screening for new materials in unconstrained composition space with machine learning

Bryce Meredig; Amit Agrawal; Scott Kirklin; James E. Saal; Jeff.W. Doak; Alan J Thompson; Kunpeng Zhang; Alok N. Choudhary; C. Wolverton


npj Computational Materials | 2015

The Open Quantum Materials Database (OQMD): assessing the accuracy of DFT formation energies

Scott Kirklin; James E. Saal; Bryce Meredig; Alexander Thompson; Jeff W. Doak; Muratahan Aykol; Stephan Ruhl; C. Wolverton


Advanced Energy Materials | 2013

High‐Throughput Computational Screening of New Li‐Ion Battery Anode Materials

Scott Kirklin; Bryce Meredig; C. Wolverton


Advanced Energy Materials | 2014

Thermodynamic Aspects of Cathode Coatings for Lithium-Ion Batteries

Muratahan Aykol; Scott Kirklin; C. Wolverton


Physical Review B | 2013

Approaching chemical accuracy with density functional calculations: Diatomic energy corrections

Scott Grindy; Bryce Meredig; Scott Kirklin; James E. Saal; C. Wolverton


Chemistry of Materials | 2016

High-Throughput Computational Screening of Perovskites for Thermochemical Water Splitting Applications

Antoine Emery; James E. Saal; Scott Kirklin; Vinay Hegde; C. Wolverton


Journal of Physical Chemistry Letters | 2013

Vision for Designing High-Energy, Hybrid Li Ion/Li–O2 Cells

Michael M. Thackeray; Maria K. Y. Chan; Lynn Trahey; Scott Kirklin; C. Wolverton

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C. Wolverton

Northwestern University

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Vinay Hegde

Indian Institute of Science

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Lynn Trahey

Argonne National Laboratory

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Maria K. Y. Chan

Argonne National Laboratory

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Soo Kim

Northwestern University

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