Muratahan Aykol - Publications

Toyota Research Institute 
computational materials science, DFT, batteries, machine learning

13/61 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Hegde VI, Aykol M, Kirklin S, Wolverton C. The phase stability network of all inorganic materials. Science Advances. 6: eaay5606. PMID 32158942 DOI: 10.1126/sciadv.aay5606  1
2019 Aykol M, Hegde VI, Hung L, Suram S, Herring P, Wolverton C, Hummelshøj JS. Network analysis of synthesizable materials discovery. Nature Communications. 10: 2018. PMID 31043603 DOI: 10.1038/s41467-019-10030-5  1
2016 Aykol M, Kim S, Hegde VI, Snydacker D, Lu Z, Hao S, Kirklin S, Morgan D, Wolverton C. High-throughput computational design of cathode coatings for Li-ion batteries. Nature Communications. 7: 13779. PMID 27966537 DOI: 10.1038/ncomms13779  1
2015 Kim S, Noh JK, Aykol M, Lu Z, Kim H, Choi W, Kim C, Chung KY, Wolverton C, Cho BW. Layered-Layered-Spinel Cathode Materials Prepared by a High-Energy Ball-Milling Process for Lithium-ion Batteries. Acs Applied Materials & Interfaces. PMID 26645115 DOI: 10.1021/acsami.5b08906  1
2015 Yu Y, Aykol M, Wolverton C. Reaction thermochemistry of metal sulfides with GGA and GGA+U calculations Physical Review B - Condensed Matter and Materials Physics. 92. DOI: 10.1103/PhysRevB.92.195118  1
2015 Kim S, Aykol M, Wolverton C. Surface phase diagram and stability of (001) and (111) LiM n2 O4 spinel oxides Physical Review B - Condensed Matter and Materials Physics. 92. DOI: 10.1103/PhysRevB.92.115411  1
2015 Aykol M, Kim S, Wolverton C. Van der Waals Interactions in Layered Lithium Cobalt Oxides Journal of Physical Chemistry C. 119: 19053-19058. DOI: 10.1021/acs.jpcc.5b06240  1
2015 Jaber-Ansari L, Puntambekar KP, Kim S, Aykol M, Luo L, Wu J, Myers BD, Iddir H, Russell JT, Saldaña SJ, Kumar R, Thackeray MM, Curtiss LA, Dravid VP, Wolverton C, et al. Suppressing Manganese Dissolution from Lithium Manganese Oxide Spinel Cathodes with Single-Layer Graphene Advanced Energy Materials. DOI: 10.1002/aenm.201500646  1
2014 Cho JH, Aykol M, Kim S, Ha JH, Wolverton C, Chung KY, Kim KB, Cho BW. Controlling the intercalation chemistry to design high-performance dual-salt hybrid rechargeable batteries. Journal of the American Chemical Society. 136: 16116-9. PMID 25364815 DOI: 10.1021/ja508463z  1
2014 Aykol M, Wolverton C. Local environment dependent GGA+U method for accurate thermochemistry of transition metal compounds Physical Review B - Condensed Matter and Materials Physics. 90. DOI: 10.1103/PhysRevB.90.115105  1
2014 Aykol M, Kirklin S, Wolverton C. Thermodynamic aspects of cathode coatings for lithium-ion batteries Advanced Energy Materials. 4. DOI: 10.1002/aenm.201400690  1
2013 Saal JE, Kirklin S, Aykol M, Meredig B, Wolverton C. Materials design and discovery with high-throughput density functional theory: The open quantum materials database (OQMD) Jom. 65: 1501-1509. DOI: 10.1007/s11837-013-0755-4  1
2011 Kucuk I, Aykol M, Uzun O, Yildirim M, Kabaer M, Duman N, Yilmaz F, Erturk K, Akdeniz MV, Mekhrabov AO. Effect of (Mo, W) substitution for Nb on glass forming ability and magnetic properties of Fe-Co-based bulk amorphous alloys fabricated by centrifugal casting Journal of Alloys and Compounds. 509: 2334-2337. DOI: 10.1016/j.jallcom.2010.11.011  1
Low-probability matches
2018 Aykol M, Dwaraknath SS, Sun W, Persson KA. Thermodynamic limit for synthesis of metastable inorganic materials. Science Advances. 4: eaaq0148. PMID 29725618 DOI: 10.1126/sciadv.aaq0148  0.12
2018 Shin Y, Kan WH, Aykol M, Papp JK, McCloskey BD, Chen G, Persson KA. Alleviating oxygen evolution from Li-excess oxide materials through theory-guided surface protection. Nature Communications. 9: 4597. PMID 30389938 DOI: 10.1038/s41467-018-07080-6  0.08
2018 Aykol M, Persson K. Oxidation protection with amorphous surface oxides: Thermodynamic insights from ab-initio simulations on aluminum. Acs Applied Materials & Interfaces. PMID 29297220 DOI: 10.1021/acsami.7b14868  0.04
2014 Aykol M, Hou B, Dhall R, Chang SW, Branham W, Qiu J, Cronin SB. Clamping instability and van der Waals forces in carbon nanotube mechanical resonators. Nano Letters. 14: 2426-30. PMID 24758201 DOI: 10.1021/nl500096p  0.04
2011 Liu Z, Bushmaker A, Aykol M, Cronin SB. Thermal emission spectra from individual suspended carbon nanotubes. Acs Nano. 5: 4634-40. PMID 21545117 DOI: 10.1021/nn200444x  0.04
2011 Chen CC, Aykol M, Chang CC, Levi AF, Cronin SB. Graphene-silicon Schottky diodes. Nano Letters. 11: 1863-7. PMID 21517055 DOI: 10.1021/nl104364c  0.04
2011 Liu Z, Hou W, Pavaskar P, Aykol M, Cronin SB. Plasmon resonant enhancement of photocatalytic water splitting under visible illumination. Nano Letters. 11: 1111-6. PMID 21319840 DOI: 10.1021/nl104005n  0.04
2011 Bao W, Jing L, Velasco J, Lee Y, Liu G, Tran D, Standley B, Aykol M, Cronin SB, Smirnov D, Koshino M, McCann E, Bockrath M, Lau CN. Stacking-dependent band gap and quantum transport in trilayer graphene Nature Physics. DOI: 10.1038/nphys2103  0.04
2010 Chang CC, Hsu IK, Aykol M, Hung WH, Chen CC, Cronin SB. A new lower limit for the ultimate breaking strain of carbon nanotubes. Acs Nano. 4: 5095-100. PMID 20698573 DOI: 10.1021/nn100946q  0.04
2010 Hung WH, Aykol M, Valley D, Hou W, Cronin SB. Plasmon resonant enhancement of carbon monoxide catalysis. Nano Letters. 10: 1314-8. PMID 20350008 DOI: 10.1021/nl9041214  0.04
2010 Liu Z, Hung WH, Aykol M, Valley D, Cronin SB. Optical manipulation of plasmonic nanoparticles, bubble formation and patterning of SERS aggregates. Nanotechnology. 21: 105304. PMID 20160339 DOI: 10.1088/0957-4484/21/10/105304  0.04
2009 Hsu IK, Pettes MT, Bushmaker A, Aykol M, Shi L, Cronin SB. Optical absorption and thermal transport of individual suspended carbon nanotube bundles. Nano Letters. 9: 590-4. PMID 19140691 DOI: 10.1021/nl802737q  0.04
2021 Pan H, Ganose AM, Horton M, Aykol M, Persson KA, Zimmermann NER, Jain A. Benchmarking Coordination Number Prediction Algorithms on Inorganic Crystal Structures. Inorganic Chemistry. PMID 33417450 DOI: 10.1021/acs.inorgchem.0c02996  0.01
2020 Wang C, Aoyagi K, Aykol M, Mueller T. Ionic Conduction through Reaction Products at the Electrolyte-Electrode Interface in All-Solid-State Li Batteries. Acs Applied Materials & Interfaces. PMID 33258370 DOI: 10.1021/acsami.0c17285  0.01
2020 Attia PM, Grover A, Jin N, Severson KA, Markov TM, Liao YH, Chen MH, Cheong B, Perkins N, Yang Z, Herring PK, Aykol M, Harris SJ, Braatz RD, Ermon S, et al. Closed-loop optimization of fast-charging protocols for batteries with machine learning. Nature. 578: 397-402. PMID 32076218 DOI: 10.1038/s41586-020-1994-5  0.01
2020 Choudhury R, Aykol M, Gratzl S, Montoya J, Hummelshøj J. MaterialNet: A web-based graph explorer for materials science data Journal of Open Source Software. 5: 2105. DOI: 10.21105/joss.02105  0.01
2020 Xia Y, Hegde VI, Pal K, Hua X, Gaines D, Patel S, He J, Aykol M, Wolverton C. High-Throughput Study of Lattice Thermal Conductivity in Binary Rocksalt and Zinc Blende Compounds Including Higher-Order Anharmonicity Physical Review X. 10. DOI: 10.1103/physrevx.10.041029  0.01
2020 Montoya JH, Winther KT, Flores RA, Bligaard T, Hummelshøj JS, Aykol M. Autonomous intelligent agents for accelerated materials discovery Chemical Science. 11: 8517-8532. DOI: 10.1039/D0SC01101K  0.01
2020 Rohr B, Stein HS, Guevarra D, Wang Y, Haber JA, Aykol M, Suram SK, Gregoire JM. Benchmarking the acceleration of materials discovery by sequential learning Chemical Science. 11: 2696-2706. DOI: 10.1039/c9sc05999g  0.01
2020 Aykol M, Herring P, Anapolsky A. Machine learning for continuous innovation in battery technologies Nature Reviews Materials. 5: 725-727. DOI: 10.1038/s41578-020-0216-y  0.01
2020 Herring P, Balaji Gopal C, Aykol M, Montoya JH, Anapolsky A, Attia PM, Gent W, Hummelshøj JS, Hung L, Kwon H, Moore P, Schweigert D, Severson KA, Suram S, Yang Z, et al. BEEP: A Python library for Battery Evaluation and Early Prediction Softwarex. 11: 100506. DOI: 10.1016/j.softx.2020.100506  0.01
2019 Aykol M, Kim S, Hegde VI, Kirklin S, Wolverton C. Computational evaluation of new lithium-3 garnets for lithium-ion battery applications as anodes, cathodes, and solid-state electrolytes Physical Review Materials. 3. DOI: 10.1103/PhysRevMaterials.3.025402  0.01
2019 Severson KA, Attia PM, Jin N, Perkins N, Jiang B, Yang Z, Chen MH, Aykol M, Herring PK, Fraggedakis D, Bazant MZ, Harris SJ, Chueh WC, Braatz RD. Data-driven prediction of battery cycle life before capacity degradation Nature Energy. 4: 383-391. DOI: 10.1038/S41560-019-0356-8  0.01
2019 Aykol M, Hummelshøj JS, Anapolsky A, Aoyagi K, Bazant MZ, Bligaard T, Braatz RD, Broderick S, Cogswell D, Dagdelen J, Drisdell W, Garcia E, Garikipati K, Gavini V, Gent WE, et al. The Materials Research Platform: Defining the Requirements from User Stories Matter. 1: 1433-1438. DOI: 10.1016/j.matt.2019.10.024  0.01
2018 Ward L, Aykol M, Blaiszik B, Foster I, Meredig B, Saal J, Suram S. Strategies for accelerating the adoption of materials informatics Mrs Bulletin. 43: 683-689. DOI: 10.1557/MRS.2018.204  0.01
2018 Bassman L, Rajak P, Kalia RK, Nakano A, Sha F, Aykol M, Huck P, Persson K, Sun J, Singh DJ, Vashishta P. Efficient Discovery of Optimal N-Layered TMDC Hetero-Structures Mrs Advances. 3: 397-402. DOI: 10.1557/ADV.2018.260  0.01
2018 Yao Z, Kim S, Michel K, Zhang Y, Aykol M, Wolverton C. Stability and conductivity of cation- and anion-substituted LiBH4 -based solid-state electrolytes Physical Review Materials. 2. DOI: 10.1103/PhysRevMaterials.2.065402  0.01
2018 Tabor DP, Roch LM, Saikin SK, Kreisbeck C, Sheberla D, Montoya JH, Dwaraknath S, Aykol M, Ortiz C, Tribukait H, Amador-Bedolla C, Brabec CJ, Maruyama B, Persson KA, Aspuru-Guzik A. Accelerating the discovery of materials for clean energy in the era of smart automation Nature Reviews Materials. 3: 5-20. DOI: 10.1038/s41578-018-0005-z  0.01
2018 Bassman L, Rajak P, Kalia RK, Nakano A, Sha F, Sun J, Singh DJ, Aykol M, Huck P, Persson K, Vashishta P. Active learning for accelerated design of layered materials Npj Computational Materials. 4. DOI: 10.1038/s41524-018-0129-0  0.01
2018 Snydacker DH, Hegde VI, Aykol M, Wolverton C. Computational Discovery of Li–M–O Ion Exchange Materials for Lithium Extraction from Brines Chemistry of Materials. 30: 6961-6968. DOI: 10.1021/acs.chemmater.7b03509  0.01
2018 Ward L, O'Keeffe SC, Stevick J, Jelbert GR, Aykol M, Wolverton C. A machine learning approach for engineering bulk metallic glass alloys Acta Materialia. 159: 102-111. DOI: 10.1016/j.actamat.2018.08.002  0.01
2017 Kim S, Aykol M, Hegde VI, Lu Z, Kirklin S, Croy JR, Thackeray MM, Wolverton C. Material design of high-capacity Li-rich layered-oxide electrodes: Li2MnO3 and beyond Energy & Environmental Science. 10: 2201-2211. DOI: 10.1039/C7EE01782K  0.01
2017 Yao Z, Kim S, Aykol M, Li Q, Wu J, He J, Wolverton C. Revealing the Conversion Mechanism of Transition Metal Oxide Electrodes during Lithiation from First-Principles Chemistry of Materials. 29: 9011-9022. DOI: 10.1021/acs.chemmater.7b02058  0.01
2017 Mathew K, Montoya JH, Faghaninia A, Dwarakanath S, Aykol M, Tang H, Chu I, Smidt T, Bocklund B, Horton M, Dagdelen J, Wood B, Liu Z, Neaton J, Ong SP, et al. Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows Computational Materials Science. 139: 140-152. DOI: 10.1016/j.commatsci.2017.07.030  0.01
2016 Snydacker DH, Aykol M, Kirklin S, Wolverton C. Lithium-Ion Cathode/Coating Pairs for Transition Metal Containment Journal of the Electrochemical Society. 163: A2054-A2064. DOI: 10.1149/2.1101609jes  0.01
2015 Kirklin S, Saal JE, Meredig B, Thompson A, Doak JW, Aykol M, Rühl S, Wolverton C. The Open Quantum Materials Database (OQMD): assessing the accuracy of DFT formation energies Npj Computational Materials. 1. DOI: 10.1038/npjcompumats.2015.10  0.01
2014 Aykol M, Wolverton C. Publisher's Note: Local environment dependentGGA+Umethod for accurate thermochemistry of transition metal compounds [Phys. Rev. B90, 115105 (2014)] Physical Review B. 90. DOI: 10.1103/PhysRevB.90.119904  0.01
2012 Perincek F, Erturk K, Aykol M, Kucuk I, Akdeniz M. Effect of Thickness on Magnetic Properties of Fe36Co36B19.2Si4.8Mo2W2Thin Film Prepared by Thermionic Vacuum Arc Acta Physica Polonica A. 121: 147-148. DOI: 10.12693/APHYSPOLA.121.147  0.01
2011 Aykol M, Mekhrabov AO, Akdeniz MV. A generalized polytetrahedral cluster approach to partial coordination numbers in binary metallic glasses Philosophical Magazine. 91: 2985-3005. DOI: 10.1080/14786435.2011.558031  0.01
2011 Aykol M, Akdeniz MV, Mekhrabov AO. Solidification behavior, glass forming ability and thermal characteristics of soft magnetic Fe–Co–B–Si–Nb–Cu bulk amorphous alloys Intermetallics. 19: 1330-1337. DOI: 10.1016/J.INTERMET.2011.05.004  0.01
2011 Isitman NA, Aykol M, Kaynak C. Interactions at fiber/matrix interface in short fiber reinforced amorphous thermoplastic composites modified with micro- and nano-fillers Journal of Materials Science. 47: 702-710. DOI: 10.1007/s10853-011-5843-7  0.01
2010 Isitman NA, Aykol M. Continuum Micro-mechanics of Estimating Interfacial Shear Strength in Short Fiber Composites Composite Interfaces. 17: 49-58. DOI: 10.1163/092764409X12580201111584  0.01
2010 Aykol M, Mekhrabov AO, Akdeniz MV. Effect of vanadium on atomic ordering characteristics and anti-phase boundary energies of B2–FeCo alloys Intermetallics. 18: 893-899. DOI: 10.1016/J.INTERMET.2009.12.029  0.01
2010 Isitman NA, Aykol M, Kaynak C. Nanoclay assisted strengthening of the fiber/matrix interface in functionally filled polyamide 6 composites Composite Structures. 92: 2181-2186. DOI: 10.1016/J.COMPSTRUCT.2009.09.007  0.01
2009 Gunduz HO, Isitman NA, Aykol M, Kaynak C. Interfacial Interactions and Flammability of Flame-Retarded and Short Fiber-Reinforced Polyamides Polymer-Plastics Technology and Engineering. 48: 1046-1054. DOI: 10.1080/03602550903092575  0.01
2009 Aykol M, Mekhrabov A, Akdeniz M. Nano-scale phase separation in amorphous Fe–B alloys: Atomic and cluster ordering Acta Materialia. 57: 171-181. DOI: 10.1016/J.ACTAMAT.2008.09.005  0.01
2009 Aykol M, Mekhrabov AO, Vedat Akdeniz M. Site Selection and Pseudo-Clustering Behaviors of Alloying Elements in Aluminum-Lean γ-TiAl Intermetallics Metallurgical and Materials Transactions A. 41: 267-274. DOI: 10.1007/S11661-009-0085-X  0.01
2008 Aykol M, Isitman NA, Firlar E, Kaynak C. Strength of short fiber reinforced polymers: Effect of fiber length distribution Polymer Composites. 29: 644-648. DOI: 10.1002/PC.20480  0.01
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