# Citations

Here we will try and list publications that have used `kinisi` (if you would like your work included please open a PR on [this page](https://github.com/kinisi-dev/kinisi/blob/main/docs/source/papers.md)):

1. Morgan, B. J., *Chem. Mater.*, **33**, 2004-2018, 2021. doi: [10.1021/acs.chemmater.0c03738](https://doi.org/10.1021/acs.chemmater.0c03738).
2. Krenzer, G., Kim, C.-E., Tolberg, K., Morgan, B. J., Walsh, A., *J. Mater. Chem. A*, **10**, 2295-2304, 2022. doi: [10.1039/D1TA07631K](https://doi.org/10.1039/D1TA07631K).
3. Youd, A. B. Atomistic Insights into Solid-State Lithium and Sodium-Ion Cathodes and Electrolytes, *Ph.D. Thesis, UCL (University College London)*, 2022. eprint: [10145692](https://discovery.ucl.ac.uk/id/eprint/10145692/).
4. Krenzer, G., Klarbring, J., Tolborg K., Rossignol H., McCluskey, A. R., Morgan, B. J., Walsh, A., *Chem. Mater.*, **35**, 6133-6140, 2023. doi: [10.1021/acs.chemmater.3c01271](https://doi.org/10.1021/acs.chemmater.3c01271).
5. McColl, K., Coles, S.W., Zarabadi-Poor, P., Morgan, B. J., Islam, M. S., *Nat. Mater.*, **23**, 826–833, 2024. doi: [10.1038/s41563-024-01873-5](https://doi.org/10.1038/s41563-024-01873-5).
6. Choi, Y.-S., Lee, Y., Ahn, H., Jeong, J., Chung, K. Y., Scanlon, D. O., Lee, J.-C., *Carbon Energy*, **6**, e564, 2024. doi: [10.1002/cey2.564](https://doi.org/10.1002/cey2.564).
7. Dunn, J., Crossley-Lewis, J. M., McCluskey, A. R., Jackson, F., Buda, C., Sunley, G., Mulholland, A. J., Allan, N, L., *Catal. Sci. Technolo.*, **14**, 3674-3681, 2024. doi:[10.1039/D4CY00506F](https://doi.org/10.1039/D4CY00506F).
8. Hu, J., Squires, A. G., Kondek, J., Johnson, M. J., Youd, A. B., Vadhva, P. Paul, P., Withers, P. J., Di Michiel, M., Keeble, D. S., Hansen, M. R., Scanlon, D. O., Rettie, A. J. E., *J. Mater. Chem. A.*, **13**, 6427, 2025. doi:[10.1039/D4TA04347B](https://doi.org/10.1039/D4TA04347B).
9. McCluskey, A. R., Coles, S. W., Morgan, B. J. , *J. Chem. Theory Comput.*, **21**, 79-87, 2025. doi:[10.1021/acs.jctc.4c01249](https://doi.org/10.1021/acs.jctc.4c01249).
10. Klarbring, J., Walsh, A., *Chem. Mater*, **36**, 9406–9413, 2024. doi:[10.1021/acs.chemmater.4c00936](https://doi.org/10.1021/acs.chemmater.4c00936).
11. Nam, J., Liu, S., Winter, G., Jun, K., Yang, S., Gómez-Bombarelli, R., *Nat. Mach. Intell.*, **7**, 1625-1635, 2025. doi:[10.1038/s42256-025-01125-4](https://doi.org/10.1038/s42256-025-01125-4).
12. Ravindra, R., Advincula, X. R., Shi, B. X., Coles, S. W., Michaelides, A., Kapil, V., *Chem. Sci.*, **17**, 11466-11472, 2026. doi:[10.1039/D6SC00138F](https://doi.org/10.1039/D6SC00138F).
13. Song, J.-I., Choi, Y.-S., *J. Power Sources*, **626**, 235765, 2025. doi:[10.1016/j.jpowsour.2024.235765](https://doi.org/10.1016/j.jpowsour.2024.235765).
14. Quek, A, Ouyang, N., Lin, H.-M., Delaire, O., Guilleminot, J., *Mech. Mat.*, **202**, 105237, 2025. doi:[10.1016/j.mechmat.2024.105237](https://doi.org/10.1016/j.mechmat.2024.105237).
15. Sasaki, R., Tateyama, Y., Searles, D. J., *PRX Energy*, **4**, 013005, 2025. doi:[10.1103/PRXEnergy.4.013005](https://doi.org/10.1103/PRXEnergy.4.013005).
16. Li, Z., Gong, J., Zhu, Z., Liu, D., Hu, Q., Wang, Y., Liu X., Zhou, S., Luo, H., Wang, D., Liu, X., Yang, Z., Tang, M., Kong, Q., Adama, N.-D., Zhang, K., Yan, S., Zhang, L., Zeng, X., Yu, Z., Xia, W., Yuan, J., Li, M., Li, N., Dong, H., Zhang, Z., Shu, H., Ding, Y., Wang, D., Guo, Y., Xu, T., Kong, L., Yang, W., Mao, H. & Liu, G., *Nat. Comm.*, **16**, 2246, 2025. doi:[10.1038/s41467-025-57523-0](https://doi.org/10.1038/s41467-025-57523-0).
17. Ko, H. J., Cho, M. H., Kim, H.-K., Scanlon, D. O., Park, H. J., & Choi, Y.-S., *J. Alloys Compd.*, **1027**, 180614, 2025. doi:[10.1016/j.jallcom.2025.180614](https://doi.org/10.1016/j.jallcom.2025.180614).
18. Arber, A. N., Vikram, Mocanu, F. C., & Islam, M. S., *Chem. Mater.*, **37**, 4416-4424, 2025. doi:[10.1021/acs.chemmater.5c00503](https://doi.org/10.1021/acs.chemmater.5c00503). 
19. Zills, F., Agarwal, S., Goncalves, T., Gupta, S., Fako, E., Han, S., Mueller, I., Holm, C., & De, S., *J. Phys.: Condens. Matt.*, **37**, 385901, 2025. doi:[10.1088/1361-648X/ae0111](https://doi.org/10.1088/1361-648X/ae0111).
20. Christensen, R. & Smedskjaer, M. M., *Adv. Energy Mater.*, **16**, e03813, 2026. doi:[10.26434/chemrxiv-2025-0v720](https://doi.org/10.1002/aenm.202503813).
21. Olowookere, F. V. & Turner C. H., *J. Phys. Chem. B*, **129**, 10407-10416, 2025. doi:[10.1021/acs.jpcb.5c04022](https://doi.org/10.1021/acs.jpcb.5c04022).
22. Casella, J., Morzy, J., Mocanu, F. C., Müller, A., Yarema, M., Futscher, M. H., Islam, M. S., & Romanyuk, Y. E., *ACS Appl. Energy Mater.*, **8**, 15101-15111, 2025. doi:[10.1021/acsaem.5c01772](https://doi.org/10.1021/acsaem.5c01772).
23. Lin, C., Luong, H. D., Sasaki, R., & Tateyama, Y., *Adv. Energy Mater.*, **16**, e05227, 2026. doi:[10.1002/aenm.202505227](https://doi.org/10.1002/aenm.202505227)
24. Leon, P. A., Jun, K., Gordiz, K., Shao-Horn, Y., & Gomez-Bombarelli, R., *J. Phys. Chem. Lett.*, **16**, 12419–12427, 2025. doi: [10.1021/acs.jpclett.5c02680](https://doi.org/10.1021/acs.jpclett.5c02680).
25. Leifield, J. Parsons, A. C., Morscher, A., Martinez de Irujo-Labalde, X., Kraft, M. A., Soulas, O. G., Samanta, B., Zielasko, W., Yadav, N. Jalarvo, N., Rodrigues, B. V. M., Slabon, A., Adelhelm, P., Hansen, M. R., Scanlon, D. O., Zeier, W. G., & Squires, A. G., *Adv. Energy Mater.*, **XX**, e70977, 2026. doi:[10.26434/chemrxiv-2025-27tgk](https://doi.org/10.26434/chemrxiv-2025-27tgk).
26. Goldmann, B. A., Rosenbach, C., Evans, H. A., Helm, B., Wankmiller, B., Maus, O., Suard, E., Nazar, L. F., Hansen, M. R., Morgan, B. J., Islam, M. S., Zeier, W. G., *Chem Mater.*, **37**, 9858–9868, 2025. doi:[10.1021/acs.chemmater.5c02303](https://doi.org/10.1021/acs.chemmater.5c02303).
27. du Toit, D. T.. Optimising machine-learning interatomic potentials for the study of disordered functional materials, *Ph.D. Thesis, University of Oxford*, 2025. eprint: [dnc580n38t](https://ora.ox.ac.uk/objects/uuid:f1758549-6453-43cd-8a0d-ae886f07fdac/files/dnc580n38t).
28. Majumdar, S., Roy, S., Jun, K., Steiner, M., & Gomez-Bombarelli, R., *Chem. Mater*, **38**, 3971–3981, 2026. doi:[10.1021/acs.chemmater.5c02940](https://doi.org/10.1021/acs.chemmater.5c02940).
29. Baer, C. M. I., Shantsila, R. Figiel, L., & Karasulu, B., *J. Mater. Chem. A*, **14**, 20245-20260, 2026. doi:[10.1039/D6TA00922K](https://doi.org/10.1039/D6TA00922K). 
30. Ito, D., Momma, T., & Tateyama, Y., *Chem. Mater.*, **38**, 1144–1153, 2026. doi: [10.1021/acs.chemmater.5c02436](https://doi.org/10.1021/acs.chemmater.5c02436). 
31. Lavrinenko, A. K., Famprikis, T., Landgraf, V., Heringa, J. R., Smeets, S., Azizi, V., Ciarella, S., Wagemaker, M., & Vasileiadis, A., *npj Comput. Mater.*, **XX**, 2026. doi:[10.1038/s41524-026-02133-7](https://doi.org/10.1038/s41524-026-02133-7).
32. Nishimura, S.-I., Suzuki, H., Park, S., Hasegawa, K., & Yamada, A., *J. Am. Chem. Soc*, **148**, 40043-40052, 2026. doi:[10.1021/jacs.6c11612](https://doi.org/10.1021/jacs.6c11612).
33. Lin, M., Lambrick, S. M., & Jardine, A. J., *Phys. Rev. B*, **113**, 085418, 2026. doi:[10.1103/rys7-5t69](https://doi.org/10.1103/rys7-5t69)
34. Tang, W., Wang, F., Liang, S., Hussain, F., Tseng, J., Yu, P., Lei, J., Jin, H., Zhao, C., Zhang, H., Shi, Z., Li, Y., Yin, W., Ren, F., Wang, S., Ma, Z-F., Sun, X. & Xia, W., *Nat. Commun*, **17**, 3326, 2026. doi:[10.1038/s41467-026-69737-x](http://doi.org/10.1038/s41467-026-69737-x)
35. Richardson, H., McColl, K., Nilsen, G., Armstrong, J. & McCluskey, A. R., *J. Phys. Chem. Lett.*, **17**, 8411, 2026. doi:[10.1021/acs.jpclett.6c01399](https://doi.org/10.1021/acs.jpclett.6c01399).
36. Kabakibo, D. S., F. Therrien, Y. Bengio, M. Côté, H. Guo, H. Shin, & Hernandez-Garcia, A., 2026. [*arXiv*:2602.28012](https://arxiv.org/abs/2603.28012).
37. Shantsila, R., C. Baer, A. Bartók-Pártay, & B. Karasulu, *ChemRvix*, 2026. doi:[10.26434/chemrxiv.15001544/v1](https://doi.org/10.26434/chemrxiv.15001544/v1).
38. Coles, S. W., Hajibabaei, A., Kapil, V., Advincula, X. R. Schran, C. Cox, S. J., & Michaelides, A. *Sci. Adv.*, **12**, eadz6392, 2026. doi:[10.1126/sciadv.adz6392](https://doi.org/10.1126/sciadv.adz6392).
39. Kashyrina, Ya. O., Muratov, A. S., Kashirina, N. I., Zolotarenjo, Ol. D., Zolotarenjo, An. D., & Roik, O. S. *Solid State Comm.*, **415**, 116466, 2026. doi:[10.1016/j.ssc.2026.116466](https://doi.org/10.1016/j.ssc.2026.116466).
40. Nguyen, H. O., Hörmann, J., Williamson, B. A. D., Kanedal, M., Todt, J., Maletić, F., Erker, S., Redhammer, G. J., Schell, N., Keckes, J., Latz, A., Danner, T., & Rettenwander, D. *ChemRvix*, 2026. doi:[10.26434/chemrxiv.15002843/v1](https://doi.org/10.26434/chemrxiv.15002843/v1).
41. Morgan, B. J., & McCluskey, A. R. *Solid State Ionics*, **444**, 117249, 2026. doi:[10.26434/chemrxiv-2025-gdbv9/v4](https://doi.org/10.26434/chemrxiv-2025-gdbv9/v4).
42. Kang, L., Yu, X., Dong, J., Yan, K., & Zhang, Z., *ACS Omega*, **11**, 31156-31168, 2026. doi:[10.1021/acsomega.6c00765](https://doi.org/10.1021/acsomega.6c00765).
43. Budianto, B., *Heat and Mass Transfer*, **62**, 74, 2026. doi:[10.1007/s00231-026-03700-w](https://doi.org/10.1007/s00231-026-03700-w).
44. Greene, S. M., Cabana, J., & Siegel, D. J., *ChemRvix*, 2026. doi:[10.26434/chemrxiv.15003876/v1](https://doi.org/10.26434/chemrxiv.15003876/v1).
45. Ouyang, Y., Xiang, X., Zhang, Y., Li, X., Zhou, Y., Wang, Z. L., & Wei, D. *Small*, **22**, e73728, 2026. doi:[10.1002/smll.73728](https://doi.org/10.1002/smll.73728).
46. Kosmala, A., Günnemann, S., Gao, M., & Wood, B., 2026 [*arXiv*:2606.02455](https://arxiv.org/abs/2606.02455).
47. McCluskey, A. R., Coles, S. W., & Morgan, B. J., *PRX Energy*, **5**, 022001, 2026. doi:[10.1103/nxgq-lmp6](https://doi.org/10.1103/nxgq-lmp6).
48. Winter, G., Nam, J., Gomez-Bombarelli, R., 2026. [*arXiv*:2608.21624](https://arxiv.org/abs/2608.21624).
49. Pegoraro, M., Christensen, R., Sørensen, S. S., Lindbjerg, A. R., Du, T., Bleile, Y. B., Svane, A. M., Biscio, C. A. N., Fajstrup, L. & Smedskjaer, M. M., *Nat. Comm.*, **17**, 10343, 2026. doi:[10.1038/s41467-026-77363-w](https://doi.org/10.1038/s41467-026-77363-w).
50. Neporozhnii, I., Wang, Z., Bajpai, R., Gomez, C., Chakraborty, N., Dong, T., Tamblyn, I., Hoogland, S., & Voznyy, O., *PRX Intelligence*, **1**, 013014, 2026. doi:[10.1103/g86f-dn26](https://doi.org/10.1103/g86f-dn26).
51. Kashyrina, Ya. O., Muratov, A. S., Kashirina, N. I., Zolotarenko, Ol. D., Zolotarenko, An. D., Roik, O. S., *Solid State Ionics*, **415**, 116466, 2026. doi:[10.1016/j.ssc.2026.116466](https://doi.org/10.1016/j.ssc.2026.116466).
52. Lin, S., Rocke, T., Holec, D., Hultman, L., Mayrhofer, P. H., Sangiovanni, D. G., Kermode, J. R., Koutná, N., *Appl. Phys. Lett.*, **129**, 111903, 2026. doi:[10.1063/5.0329286](https://doi.org/10.1063/5.0329286).