---
_id: '6921'
article_type: original
author:
- first_name: P.
  full_name: Semnani, P.
  last_name: Semnani
- first_name: M.
  full_name: Bogojeski, M.
  last_name: Bogojeski
- first_name: F.
  full_name: Bley, F.
  last_name: Bley
- first_name: Z.
  full_name: Zhang, Z.
  last_name: Zhang
- first_name: Q.
  full_name: Wu, Q.
  last_name: Wu
- first_name: T.
  full_name: Kneib, T.
  last_name: Kneib
- first_name: J.
  full_name: Herrmann, J.
  last_name: Herrmann
- first_name: C.
  full_name: Weisser, C.
  last_name: Weisser
- first_name: F.
  full_name: Patcas, F.
  last_name: Patcas
- first_name: K. R.
  full_name: Müller, K. R.
  last_name: Müller
citation:
  alphadin: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Semnani,
    P.</span> ; <span style="font-variant:small-caps;">Bogojeski, M.</span> ; <span
    style="font-variant:small-caps;">Bley, F.</span> ; <span style="font-variant:small-caps;">Zhang,
    Z.</span> ; <span style="font-variant:small-caps;">Wu, Q.</span> ; <span style="font-variant:small-caps;">Kneib,
    T.</span> ; <span style="font-variant:small-caps;">Herrmann, J.</span> ; <span
    style="font-variant:small-caps;">Weisser, C.</span> ; u. a.</span>: A Machine
    Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst
    Discovery. In: <i>Journal of Physical Chemistry C</i> Bd. 128 (2024), Nr. 50,
    S. 21349–21367'
  ama: Semnani P, Bogojeski M, Bley F, et al. A Machine Learning and Explainable AI
    Framework Tailored for Unbalanced Experimental Catalyst Discovery. <i>Journal
    of Physical Chemistry C</i>. 2024;128(50):21349-21367. doi:<a href="https://doi.org/10.1021/acs.jpcc.4c05332">10.1021/acs.jpcc.4c05332</a>
  apa: Semnani, P., Bogojeski, M., Bley, F., Zhang, Z., Wu, Q., Kneib, T., … Müller,
    K. R. (2024). A Machine Learning and Explainable AI Framework Tailored for Unbalanced
    Experimental Catalyst Discovery. <i>Journal of Physical Chemistry C</i>, <i>128</i>(50),
    21349–21367. <a href="https://doi.org/10.1021/acs.jpcc.4c05332">https://doi.org/10.1021/acs.jpcc.4c05332</a>
  bibtex: '@article{Semnani_Bogojeski_Bley_Zhang_Wu_Kneib_Herrmann_Weisser_Patcas_Müller_2024,
    title={A Machine Learning and Explainable AI Framework Tailored for Unbalanced
    Experimental Catalyst Discovery}, volume={128}, DOI={<a href="https://doi.org/10.1021/acs.jpcc.4c05332">10.1021/acs.jpcc.4c05332</a>},
    number={50}, journal={Journal of Physical Chemistry C}, author={Semnani, P. and
    Bogojeski, M. and Bley, F. and Zhang, Z. and Wu, Q. and Kneib, T. and Herrmann,
    J. and Weisser, C. and Patcas, F. and Müller, K. R.}, year={2024}, pages={21349–21367}
    }'
  chicago: 'Semnani, P., M. Bogojeski, F. Bley, Z. Zhang, Q. Wu, T. Kneib, J. Herrmann,
    C. Weisser, F. Patcas, and K. R. Müller. “A Machine Learning and Explainable AI
    Framework Tailored for Unbalanced Experimental Catalyst Discovery.” <i>Journal
    of Physical Chemistry C</i> 128, no. 50 (2024): 21349–67. <a href="https://doi.org/10.1021/acs.jpcc.4c05332">https://doi.org/10.1021/acs.jpcc.4c05332</a>.'
  ieee: P. Semnani <i>et al.</i>, “A Machine Learning and Explainable AI Framework
    Tailored for Unbalanced Experimental Catalyst Discovery,” <i>Journal of Physical
    Chemistry C</i>, vol. 128, no. 50, pp. 21349–21367, 2024.
  mla: Semnani, P., et al. “A Machine Learning and Explainable AI Framework Tailored
    for Unbalanced Experimental Catalyst Discovery.” <i>Journal of Physical Chemistry
    C</i>, vol. 128, no. 50, 2024, pp. 21349–67, doi:<a href="https://doi.org/10.1021/acs.jpcc.4c05332">10.1021/acs.jpcc.4c05332</a>.
  short: P. Semnani, M. Bogojeski, F. Bley, Z. Zhang, Q. Wu, T. Kneib, J. Herrmann,
    C. Weisser, F. Patcas, K.R. Müller, Journal of Physical Chemistry C 128 (2024)
    21349–21367.
date_created: 2026-05-28T11:16:13Z
date_updated: 2026-05-28T11:25:55Z
doi: 10.1021/acs.jpcc.4c05332
intvolume: '       128'
issue: '50'
language:
- iso: eng
page: 21349-21367
publication: Journal of Physical Chemistry C
publication_status: published
quality_controlled: '1'
status: public
title: A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental
  Catalyst Discovery
type: journal_article
user_id: '264138'
volume: 128
year: '2024'
...