Cysewski, Piotr; Jeliński, Tomasz; Przybyłek, Maciej; Gliniewicz, Natalia; Majkowski, Marcel; Wąs, Michał (2025) Navigating the Deep Eutectic Solvent Landscape: Experimental and Machine Learning Solubility Explorations of Syringic, p-Coumaric, and Caffeic Acids. International Journal of Molecular Sciences, 26 (20). doi:10.3390/ijms262010099
| Reference Type | Journal (article/letter/editorial) | ||
|---|---|---|---|
| Title | Navigating the Deep Eutectic Solvent Landscape: Experimental and Machine Learning Solubility Explorations of Syringic, p-Coumaric, and Caffeic Acids | ||
| Journal | International Journal of Molecular Sciences | ||
| Authors | Cysewski, Piotr | Author | |
| Jeliński, Tomasz | Author | ||
| Przybyłek, Maciej | Author | ||
| Gliniewicz, Natalia | Author | ||
| Majkowski, Marcel | Author | ||
| Wąs, Michał | Author | ||
| Year | 2025 (October 16) | Volume | 26 |
| Issue | 20 | ||
| Publisher | MDPI AG | ||
| DOI | doi:10.3390/ijms262010099Search in ResearchGate | ||
| Generate Citation Formats | |||
| Mindat Ref. ID | 19086659 | Long-form Identifier | mindat:1:5:19086659:6 |
| GUID | 0 | ||
| Full Reference | Cysewski, Piotr; Jeliński, Tomasz; Przybyłek, Maciej; Gliniewicz, Natalia; Majkowski, Marcel; Wąs, Michał (2025) Navigating the Deep Eutectic Solvent Landscape: Experimental and Machine Learning Solubility Explorations of Syringic, p-Coumaric, and Caffeic Acids. International Journal of Molecular Sciences, 26 (20). doi:10.3390/ijms262010099 | ||
| Plain Text | Cysewski, Piotr; Jeliński, Tomasz; Przybyłek, Maciej; Gliniewicz, Natalia; Majkowski, Marcel; Wąs, Michał (2025) Navigating the Deep Eutectic Solvent Landscape: Experimental and Machine Learning Solubility Explorations of Syringic, p-Coumaric, and Caffeic Acids. International Journal of Molecular Sciences, 26 (20). doi:10.3390/ijms262010099 | ||
| In | (2025, October) International Journal of Molecular Sciences Vol. 26 (20). MDPI AG | ||
References Listed
These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.
| Not Yet Imported: - journal-article : 10.1021/jf026182t If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - book-chapter : 10.1016/B978-0-444-64056-7.00013-1 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.btre.2019.e00370 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1080/10408398.2019.1619160 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.3390/nu14122496 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.foodchem.2005.07.042 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Anal. Methods - journal-article : 10.1039/C3AY41807C If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/S0278-6915(02)00329-0 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Journal of Food and Drug Analysis - journal-article : 10.1016/j.jfda.2016.05.003 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Cizmarova (2020) Bioact. Compd. Health Dis. Caffeic acid: A brief overview of its presence, metabolism, and bioactivity 3, 74 | |
| Not Yet Imported: - journal-article : 10.1016/j.biopha.2018.09.069 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1007/s11011-022-00960-3 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Shimsa (2024) RD Funct. Food Prod. Syringic acid: A promising phenolic phytochemical with extensive therapeutic applications 1, 1 | |
| Not Yet Imported: Nutrients - journal-article : 10.3390/nu9050477 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1007/s11011-021-00704-9 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1111/ijfs.12898 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1002/jsfa.7578 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.2174/1385272826666221012145959 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Current Topics in Medicinal Chemistry - journal-article : 10.2174/0115680266276823231230183519 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1002/jsfa.9357 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Phytochemistry - journal-article : 10.1016/j.phytochem.2007.06.012 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.3390/stresses3030040 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
 | Hansen, Benworth B., Spittle, Stephanie, Chen, Brian, Poe, Derrick, Zhang, Yong, Klein, Jeffrey M., Horton, Alexandre, Adhikari, Laxmi, Zelovich, Tamar, Doherty, Brian W., Gurkan, Burcu, Maginn, Edward J., Ragauskas, Arthur, Dadmun, Mark, Zawodzinski, Thomas A., Baker, Gary A., Tuckerman, Mark E., Savinell, Robert F., Sangoro, Joshua R. (2021) Deep Eutectic Solvents: A Review of Fundamentals and Applications. Chemical Reviews, 121 (3) 1232-1285 doi:10.1021/acs.chemrev.0c00385 |
| Not Yet Imported: - journal-article : 10.1021/sc500096j If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.molliq.2020.113997 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.fitote.2018.02.024 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Food Chemistry - journal-article : 10.1016/j.foodchem.2021.130370 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.lwt.2023.114595 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.indcrop.2019.112049 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Usmani, Zeba, Sharma, Minaxi, Tripathi, Manikant, Lukk, Tiit, Karpichev, Yevgen, Gathergood, Nicholas, Singh, Brahma N., Thakur, Vijay Kumar, Tabatabaei, Meisam, Gupta, Vijai K. (2023) Biobased natural deep eutectic system as versatile solvents: Structure, interaction and advanced applications. Science of The Total Environment, 881. 163002 doi:10.1016/j.scitotenv.2023.163002 |
| Not Yet Imported: Frontiers in Plant Science - journal-article : 10.3389/fpls.2022.1004332 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Journal of Agricultural and Food Chemistry - journal-article : 10.1021/acs.jafc.7b01054 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.3390/plants10102091 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Not Yet Imported: - journal-article : 10.1016/j.molliq.2023.121676 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Not Yet Imported: - journal-article : 10.1016/j.molliq.2021.116201 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1007/s40831-023-00681-6 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.3390/en16155852 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Ma (2024) ChemSusChem Addressing the Reuse of Deep Eutectic Solvents in Li-Ion Battery Recycling: Insights into Dissolution Mechanism, Metal Recovery, Regeneration and Decomposition 17, e202400410 | |
| Elizondo Sada, O.M., Hiemstra, I.S.A., Chorhirankul, N., Eppink, M., Wijffels, R.H., Janssen, A.E.M., and Kazbar, A. (2024). Pressure-driven membrane processes for the recovery and recycling of deep eutectic solvents: A seaweed biorefinery case study. Biotechnol. Rep., 43. | |
| Not Yet Imported: - journal-article : 10.1038/s41598-022-08842-5 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Halder (2025) J. Mol. Liq. Machine learning-driven prediction of deep eutectic solvents’ heat capacity for sustainable process design 418, 126707 | |
| Not Yet Imported: - journal-article : 10.1016/j.jenvman.2024.120298 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1016/j.molliq.2023.122747 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Not Yet Imported: Journal of Chemical Theory and Computation - journal-article : 10.1021/acs.jctc.3c01163 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Jeliński, T., Przybyłek, M., Różalski, R., Romanek, K., Wielewski, D., and Cysewski, P. (2024). Tuning Ferulic Acid Solubility in Choline-Chloride- and Betaine-Based Deep Eutectic Solvents: Experimental Determination and Machine Learning Modeling. Molecules, 29. | |
| Cysewski, P., Jeliński, T., Przybyłek, M., Mai, A., and Kułak, J. (2024). Experimental and Machine-Learning-Assisted Design of Pharmaceutically Acceptable Deep Eutectic Solvents for the Solubility Improvement of Non-Selective COX Inhibitors Ibuprofen and Ketoprofen. Molecules, 29. | |
| Not Yet Imported: - journal-article : 10.1021/acsomega.4c01175 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Cysewski, P., Jeliński, T., and Przybyłek, M. (2024). Exploration of the Solubility Hyperspace of Selected Active Pharmaceutical Ingredients in Choline- and Betaine-Based Deep Eutectic Solvents: Machine Learning Modeling and Experimental Validation. Molecules, 29. | |
| Not Yet Imported: Pharmaceutics - journal-article : 10.3390/pharmaceutics14122828 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Green Chemical Engineering - journal-article : 10.1016/j.gce.2021.08.002 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: ACS Sustainable Chemistry & Engineering - journal-article : 10.1021/acssuschemeng.3c00415 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.3390/molecules29081743 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.3390/molecules29061261 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Journal of Molecular Liquids - journal-article : 10.1016/j.molliq.2021.115750 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| |
| Not Yet Imported: Journal of Molecular Liquids - journal-article : 10.1016/j.molliq.2019.111089 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Not Yet Imported: Industrial & Engineering Chemistry Research - journal-article : 10.1021/ie071452o If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Not Yet Imported: - journal-article : 10.1016/j.fluid.2020.112747 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Ji, Wenqin, Meng, Qingqing, Li, Ping, Yang, Beibei, Wang, Fang, Ding, Lei, Wang, Baohua (2016) Measurement and Correlation of the Solubility of p-Coumaric Acid in Nine Pure and Water + Ethanol Mixed Solvents at Temperatures from 293.15 to 333.15 K. Journal of Chemical & Engineering Data, 61 (10) 3457-3465 doi:10.1021/acs.jced.6b00361 |
| Prinos, Nikolaos, Dardavila, Maria Myrto, Voutsas, Epaminondas (2024) Measurement and thermodynamic modelling of the solubilities of caffeic acid, p-coumaric acid and ferulic acid in three choline chloride-based deep eutectic solvents. The Journal of Chemical Thermodynamics, 197. 107335 doi:10.1016/j.jct.2024.107335 |
| Not Yet Imported: - journal-article : 10.1016/j.molliq.2016.10.110 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| Not Yet Imported: - journal-article : 10.1016/j.fluid.2022.113462 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| |
| Not Yet Imported: Journal of Molecular Liquids - journal-article : 10.1016/j.molliq.2017.04.014 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Journal of Pharmacy and Pharmacology - journal-article : 10.1111/jphp.12786 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| (COSMOtherm, 2022). COSMOtherm, Version 24.0.0. | |
| Not Yet Imported: Annual Review of Chemical and Biomolecular Engineering - journal-article : 10.1146/annurev-chembioeng-073009-100903 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Klamt, A. (2005). COSMO-RS: From Quantum Chemistry to Fluid Phase Thermodynamics and Drug Design, Elsevier. [1st ed.]. | |
| |
| |
| Cordova (2024) Ind. Eng. Chem. Res. Using Molecular Conformers in COSMO-RS to Predict Drug Solubility in Mixed Solvents 63, 9565 | |
| Not Yet Imported: - journal-article : 10.1016/j.molliq.2019.112281 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| |
| |
| |
| Not Yet Imported: - book : 10.1007/978-1-4757-3264-1 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9781441931603 | |
| Not Yet Imported: Neural Computation - journal-article : 10.1162/089976600300015565 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Gretton (2012) J. Mach. Learn. Res. A kernel two-sample test 13, 723 | |
| Garreau, D., Jitkrittum, W., and Kanagawa, M. (2017). Large sample analysis of the median heuristic. arXiv. | |
| Not Yet Imported: - journal-article : 10.1561/2200000060 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - book : 10.1007/978-0-387-84858-7 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9780387848570 | |
| Pedregosa (2011) J. Mach. Learn. Res. Scikit-learn: Machine Learning in Python 12, 2825 | |
| Not Yet Imported: - proceedings-article : 10.1145/3292500.3330701 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - book : 10.1201/9781315139470 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9781315139470 | |
| Not Yet Imported: - journal-article : 10.1023/A:1010933404324 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: - journal-article : 10.1109/TAC.1974.1100705 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| Not Yet Imported: Sociological Methods & Research - journal-article : 10.1177/0049124104268644 If you would like this item imported into the Digital Library, please contact us quoting Journal ID | |
| (Python, 2024). Python, Version 3.13. | |
| pandas Development Team (pandas, 2025). pandas, Version 2.3.0. |
See Also
These are possibly similar items as determined by title/reference text matching only.