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Articles | Volume 65
https://doi.org/10.5194/adgeo-65-45-2024
https://doi.org/10.5194/adgeo-65-45-2024
12 Nov 2024
 | 12 Nov 2024

DecTree: a physics-based geochemical surrogate for surface complexation of uranium on clay

Marco De Lucia

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Cited articles

Bradbury, M. H. and Baeyens, B.: A mechanistic description of Ni and Zn sorption on Na-montmorillonite Part II: modelling, J. Contam. Hydrol., 27, 223–248, https://doi.org/10.1016/s0169-7722(97)00007-7, 1997. a
Chatterjee, S.: A New Coefficient of Correlation, J. Am. Stat. Assoc., 116, 2009–2022, https://doi.org/10.1080/01621459.2020.1758115, 2020. a, b, c, d
Claret, F., Dauzeres, A., Jacques, D., Sellin, P., Cochepin, B., De Windt, L., Garibay-Rodriguez, J., Govaerts, J., Leupin, O., Mon Lopez, A., Montenegro, L., Montoya, V., Prasianakis, N. I., Samper, J., and Talandier, J.: Modelling of the long-term evolution and performance of engineered barrier system, EPJ Nuclear Sci. Technol., 8, 41, https://doi.org/10.1051/epjn/2022038, 2022. a, b
De Lucia, M. and Kühn, M.: DecTree v1.0 – chemistry speedup in reactive transport simulations: purely data-driven and physics-based surrogates, Geosci. Model Dev., 14, 4713–4730, https://doi.org/10.5194/gmd-14-4713-2021, 2021. a, b, c
De Lucia, M., Kempka, T., Jatnieks, J., and Kühn, M.: Integrating surrogate models into subsurface simulation framework allows computation of complex reactive transport scenarios, Enrgy. Proced., 125, 580–587, https://doi.org/10.1016/j.egypro.2017.08.200, 2017. a
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This paper presents a surrogate modelling approach applied to a geochemical system of uranium...
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