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@ARTICLE{Brozos:1009604,
      author       = {Brozos, Christoforos and Rittig, Jan Gerald and Akanny,
                      Elie and Bhattacharya, Sandip and Kohlmann, Christina and
                      Mitsos, Alexander},
      title        = {{P}redicting the temperature-dependent {CMC} of surfactant
                      mixtures with graph neural networks},
      journal      = {Computers $\&$ chemical engineering},
      volume       = {198},
      issn         = {0098-1354},
      address      = {Amsterdam [u.a.]},
      publisher    = {Elsevier Science},
      reportid     = {RWTH-2025-03570},
      pages        = {10908},
      year         = {2025},
      cin          = {416710 / 080031},
      ddc          = {660},
      cid          = {$I:(DE-82)416710_20140620$ / $I:(DE-82)080031_20200305$},
      pnm          = {OAPKF - Open-Access-Publikation mit Unterstützung der RWTH
                      Aachen University (021000-OAPKF) / DFG project
                      G:(GEPRIS)441958259 - SPP 2331: Maschinelles Lernen in der
                      Verfahrenstechnik. Wissen trifft auf Daten:
                      Interpretierbarkeit, Extrapolation, Verlässlichkeit,
                      Vertrauen (441958259) / DFG project G:(GEPRIS)466417970 -
                      Generatives graph-basiertes maschinelles Lernen für das
                      integrierte Design von Molekülen und Prozessen (466417970)},
      pid          = {G:(DE-82)021000-OAPKF / G:(GEPRIS)441958259 /
                      G:(GEPRIS)466417970},
      typ          = {PUB:(DE-HGF)16},
      UT           = {WOS:001447839500001},
      doi          = {10.1016/j.compchemeng.2025.109085},
      url          = {https://publications.rwth-aachen.de/record/1009604},
}