Artificial intelligence in thermodynamics: hybrid modeling of thermophysical properties of fluids
H. Hasse, S. Schmitt, F. Jirasek, Current Opinion in Chemical Engineering 51 (2026) 101236.
H. Hasse, S. Schmitt, F. Jirasek, Current Opinion in Chemical Engineering 51 (2026) 101236.
DOI: 10.1016/j.coche.2026.101236
J. Wagner, Z. Romero, K. Münnemann, S. Schmitt, T. Specht, H. Hasse, F. Jirasek, arXiv (2026).
DOI: 10.48550/arXiv.2603.02761
S. Schmitt, H. Hasse, S. Stephan, Nature Communications 16 (2025) 2611.
DOI: 10.1038/s41467-025-57780-z
D. Alt, S. Schmitt, H. Hasse, S. Stephan, International Journal of Thermophysics 46 (2025) 137.
DOI: 10.1007/s10765-025-03612-7
S. Mross, S. Schmitt, S. Stephan, K. Münnemann, H. Hasse, Industrial & Engineering Chemistry Research 63 (2024) 1662–1669.
DOI: 10.1021/acs.iecr.3c03839
S. Schmitt, H. Hasse, S. Stephan, Journal of Chemical & Engineering Data 69 (2024) 2967–2983.
DOI: 10.1021/acs.jced.4c00265
D. Schaefer, B. Kunstmann, S. Schmitt, H. Hasse, M. Kohns, Physics of Fluids 36 (2024) 037129.
DOI: 10.1063/5.0190455
S. Schmitt, H. Hasse, S. Stephan, Journal of Molecular Liquids 395 (2024) 123811.
DOI: 10.1016/j.molliq.2023.123811
S. Schmitt, H. Hasse, S. Stephan, arXiv (2024).
DOI: 10.48550/arXiv.2409.17615
S. Schmitt, PhD thesis, RPTU University Kaiserslautern (2025).
DOI: 10.26204/KLUEDO/8570
S. Schmitt, G. Kanagalingam, F. Fleckenstein, D. Froescher, H. Hasse, S. Stephan, Journal of Chemical Information and Modeling 63 (2023) 7148–7158.
DOI: 10.1021/acs.jcim.3c01484
G. Kanagalingam, S. Schmitt, F. Fleckenstein, S. Stephan, Scientific Data 10 (2023) 495.
DOI: 10.1038/s41597-023-02369-8
S. Schmitt, S. Stephan, B. Kirsch, J. Aurich, H. Urbassek, H. Hasse, In: Proceedings of the 3rd Conference on Physical Modeling for Virtual Manufacturing Systems and Processes (2023) 260–280.
DOI: 10.1007/978-3-031-35779-4_14
S. Schmitt, F. Fleckenstein, H. Hasse, S. Stephan, The Journal of Physical Chemistry B 127 (2023) 1789–1802.
DOI: 10.1021/acs.jpcb.2c07997
S. Stephan, S. Schmitt, H. Hasse, H. Urbassek, Friction 11 (2023) 2342–2366.
DOI: 10.1007/s40544-023-0745-y
P. Wingertszahn, S. Schmitt, S. Thielen, M. Oehler, B. Magyar, O. Koch, H. Hasse, S. Stephan, Tribologie und Schmierungstechnik 70 (2023) 5–12.
DOI: 10.24053/TuS-2023-0017
S. Schmitt, T. Vo, M. Lautenschlaeger, S. Stephan, H. Hasse, Molecular Physics 120 (2022) e2057364.
DOI: 10.1080/00268976.2022.2057364
S. Schmitt, S. Stephan, B. Kirsch, J. Aurich, E. Kerscher, H. Urbassek, H. Hasse, 2nd International Conference of the DFG International Research Training Group 2057 – Physical Modeling for Virtual Manufacturing (iPMVM 2020) 89 (2021) 17:1–17:16.
DOI: 10.4230/OASIcs.iPMVM.2020.17