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On the Development of Descriptor-Based Machine Learning Models for Thermodynamic Properties: Part 2—Applicability Domain and Outliers

 Cindy Trinh , Silvia Lasala , Olivier Herbinet , Dimitrios Meimaroglou
Algorithms, 2023, 16 (12), pp.573. ⟨10.3390/a16120573⟩
Article dans une revue hal-04384135v1
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The original and impactful exploitation of chemical energy in heat pumps

 Aya Barakat , Silvia Lasala , Philippe Arpentinier , Jean-Noël Jaubert
Chemical Engineering Journal Advances, 2022, 12, pp.100400. ⟨10.1016/j.ceja.2022.100400⟩
Article dans une revue hal-03788500v1
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Design of Promising Working Fluids for Emergent Combined Cooling, Heating, and Power (CCHP) Systems

 Andrés Piña-Martinez , Silvia Lasala , Romain Privat , Véronique Falk , Jean-Noël Jaubert
ACS Sustainable Chemistry & Engineering, 2021, 9 (35), pp.11807-11824. ⟨10.1021/acssuschemeng.1c03362⟩
Article dans une revue hal-03410054v1
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On the Development of Descriptor-Based Machine Learning Models for Thermodynamic Properties: Part 1-From Data Collection to Model Construction: Understanding of the Methods and Their Effects

 Cindy Trinh , Youssef Tbatou , Silvia Lasala , Olivier Herbinet , Dimitrios Meimaroglou
Processes, 2023, 11, pp.3325. ⟨10.3390/pr11123325⟩
Article dans une revue hal-04314728v1
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Towards an improved thermodynamic modelling and enhanced efficiency of energy conversion systems

 Silvia Lasala
Engineering Sciences [physics]. Université de Lorraine, 2024
HDR tel-04513361v1
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Application of thermodynamics at different scales to describe the behaviour of fast reacting binary mixtures in vapour-liquid equilibrium

 Silvia Lasala , Konstantin Samukov , H. Mert Polat , Véronique Lachet , Olivier Herbinet , et al.
Chemical Engineering Journal, 2024, 483, pp.148961. ⟨10.1016/j.cej.2024.148961⟩
Article dans une revue hal-04450138v1
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