The CatBoost as a tool to predict the isothermal compressibility of ionic liquids
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- Type
- article
- Published
- 2021-03-13
- Cited by
- 12
- References
- 73
- OpenAlex
- https://openalex.org/W3137859805
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:233627294
Keywords
Compressibility, Acentric factor, Isothermal process, Thermodynamics, Ionic liquid
References
- Eine halbempirische Zustandsgleichung für Flüssigkeiten
- Densities and isothermal compressibilities of ionic liquids—Modeling and application
- The compressibility of liquids at ambient temperature and pressure
- Equation of state for saturated liquids
- Variation of the Isothermal Compressibilities of Liquids with Temperature
- Measurements of pVT , viscosity, and surface tension of trihexyltetradecylphosphonium tris(pentafluoroethyl)trifluorophosphate ionic liquid and modelling with equations of state
- Thermophysical and Thermodynamic Properties of 1-Butyl-3-methylimidazolium Tetrafluoroborate and 1-Butyl-3-methylimidazolium Hexafluorophosphate over an Extended Pressure Range
- Correlation of the volumetric behaviour of pyridinium-based ionic liquids with two different equations
- A generalized correlation for the compressibilities of normal liquids
- Pressure-volume-temperature measurements of phosphonium-based ionic liquids and analysis with simple equations of state
- Densities, isobaric expansivities and isothermal compressibilities of the thiocyanate-based ionic liquids at temperatures (298.15–338.15 K) and pressures up to 10 MPa
- Densities and thermal conductivities of N -alkylpyridinium tetrafluoroborates at high pressure
- Volumetric characterization of pyridinium-based ionic liquids
- What You Always Wanted to Know about Heat Capacities, but Were Afraid to Ask
- On the properties of 1-butyl-3-methylimidazolium octylsulfate ionic liquid
- Constructing smooth potentials of mean force, radial distribution functions, and probability densities from sampled data.
- Prediction of ionic liquid properties. II. Volumetric properties as a function of temperature and pressure
- Radial distribution function for hard spheres.
- On the Relation between Compressibility and Molal Volume of Organic Liquids
- Thermophysical properties of 1-butyl-3-methylimidazolium acetate over a wide range of temperatures and pressures
Cited by
- Cation effect on bis(trifluoromethylsulfonyl)imide-based ionic liquids with triethylsulfonium, 1,2-dimethyl-3-propylimidazolium, 1-methyl-1-propylpyrrolidinium, and 1-butyl-2,3-dimethylimidazolium density at high pressure
- Combination of Machine Learning and Analytical Correlations for Establishing Quantitative Compliance between the Trolox Equivalent Antioxidant Capacity Values Obtained via Electron Paramagnetic Resonance and Ultraviolet–Visible Spectroscopies
- An Improved Diagnostic of the Mycobacterium tuberculosis Drug Resistance Status by Applying a Decision Tree to Probabilities Assigned by the CatBoost Multiclassifier of Matrix Metalloproteinases Biomarkers
- Effect of hydrated shell layers on surface tension of electrolyte solutions: Insights from interpretable machine learning
- Machine-learning-based prediction and optimization of emerging contaminants' adsorption capacity on biochar materials
- Surface tension of binary and ternary mixtures mapping with ASP and UNIFAC models based on machine learning
- Assessment of the properties of natural-based chiral deep eutectic solvents for chiral drug separation: insights from molecular dynamics simulation.
- Extensive Data Analysis and Modelling of Carbon Dioxide Solubility in Ionic Liquids Using Chemical Structure-Based Ensemble Learning Approaches
- CatBoost Optimization Using Recursive Feature Elimination
- Predicting the diffusion of CeEDTA− and CoEDTA2− in bentonite using decision tree hybridized with particle swarm optimization algorithms
- Prediction of ionic liquids’ speed of sound and isothermal compressibility by chemical structure based machine learning model
- Estimation of SO2 Concentration and Coupling Model of Exposure Risk Based on CatBoost and Multiple Meteorological Parameters
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