Publications
X Author: Muratahan Aykol
2020
Attia, Peter M., Aditya Grover, Norman Jin, Kristen A. Severson, Todor M. Markov, Yang-Hung Liao, Michael H. Chen, Bryan Cheong, Nicholas Perkins, Zi Yang, Patrick K. Herring, Muratahan Aykol, Stephen J. Harris, Richard D. Braatz, Stefano Ermon, and William C. Chueh."Closed-loop optimization of fast-charging protocols for batteries with machine learning."Nature
578.7795 (2020) 397 - 402. DOI
Sivonxay, Eric, Muratahan Aykol, and Kristin A. Persson."The lithiation process and Li diffusion in amorphous."Electrochimica Acta
331 (2020) 135344. DOI
2018
Bassman, Lindsay, Pankaj Rajak, Rajiv K. Kalia, Nakano Aiichiro, Sha Fei, Jifeng Sun, David J. Singh, Muratahan Aykol, Patrick Huck, Kristin A. Persson, and Priya Vashishta."Active learning for accelerated design of layered materials."npj Computational Materials
4.1 (2018). DOI
Shin, Yongwoo, Wang Hay Kan, Muratahan Aykol, Joseph K. Papp, Bryan D. McCloskey, Guoying Chen, and Kristin A. Persson."Alleviating oxygen evolution from Li-excess oxide materials through theory-guided surface protection."Nature Communications
9.1 (2018). DOI
Tabor, Daniel P., Loïc M. Roch, Semion K. Saikin, Christoph Kreisbeck, Dennis Sheberla, Joseph H. Montoya, Shyam S. Dwaraknath, Muratahan Aykol, Carlos Ortiz, Hermann Tribukait, Carlos Amador-Bedolla, Christoph J. Brabec, Benji Maruyama, Kristin A. Persson, and Alán Aspuru-Guzik."Accelerating the discovery of materials for clean energy in the era of smart automation."Nature Reviews Materials
3.5 (2018) 5 - 20. DOI
Aykol, Muratahan, Shyam S. Dwaraknath, Wenhao Sun, and Kristin A. Persson."Thermodynamic limit for synthesis of metastable inorganic materials."Science Advances
4.4 (2018) eaaq0148. DOI
Bassman, Lindsay, Pankaj Rajak, Rajiv K. Kalia, Aiichiro Nakano, Fei Sha, Muratahan Aykol, Patrick Huck, Kristin A. Persson, Jifeng Sun, David J. Singh, and Priya Vashishta."Efficient Discovery of Optimal N -Layered TMDC Hetero-StructuresABSTRACT."MRS Advances
3.6-7 (2018) 397 - 402. DOI
Aykol, Muratahan, and Kristin A. Persson."Oxidation Protection with Amorphous Surface Oxides: Thermodynamic Insights from Ab Initio Simulations on Aluminum."ACS Applied Materials & Interfaces
10.3 (2018) 3039 - 3045. DOI
2017
Mathew, Kiran, Joseph H. Montoya, Alireza Faghaninia, Shyam S. Dwaraknath, Muratahan Aykol, Hanmei Tang, Iek-heng Chu, Tess Smidt, Brandon Bocklund, Matthew Horton, John Dagdelen, Brandon Wood, Zi-Kui Liu, Jeffrey B. Neaton, Shyue Ping Ong, Kristin A. Persson, and Anubhav Jain."Atomate: A high-level interface to generate, execute, and analyze computational materials science workflows."Computational Materials Science
139 (2017) 140 - 152. DOI