| Big data creates new opportunities for materials research: a review on methods and applications of machine learning for materials design T Zhou, Z Song, K Sundmacher Engineering 5 (6), 1017-1026, 2019 | 315 | 2019 |
| Computer‐aided design of ionic liquids as solvents for extractive desulfurization Z Song, C Zhang, Z Qi, T Zhou, K Sundmacher AIChE Journal 64 (3), 1013-1025, 2018 | 189 | 2018 |
| Prediction of CO2 solubility in ionic liquids using machine learning methods Z Song, H Shi, X Zhang, T Zhou Chemical Engineering Science 223, 115752, 2020 | 183 | 2020 |
| Systematic method for screening ionic liquids as extraction solvents exemplified by an extractive desulfurization process Z Song, T Zhou, Z Qi, K Sundmacher ACS Sustainable Chemistry & Engineering 5 (4), 3382-3389, 2017 | 135 | 2017 |
| Screening of ionic liquids for solvent-sensitive extraction–with deep desulfurization as an example Z Song, T Zhou, J Zhang, H Cheng, L Chen, Z Qi Chemical Engineering Science 129, 69-77, 2015 | 126 | 2015 |
| Prediction of CO2 solubility in deep eutectic solvents using random forest model based on COSMO-RS-derived descriptors J Wang, Z Song, L Chen, T Xu, L Deng, Z Qi Green Chemical Engineering 2 (4), 431-440, 2021 | 93 | 2021 |
| Carbon dioxide solubility in phosphonium-based deep eutectic solvents: an experimental and molecular dynamics study J Wang, H Cheng, Z Song, L Chen, L Deng, Z Qi Industrial & Engineering Chemistry Research 58 (37), 17514-17523, 2019 | 92 | 2019 |
| Energy applications of ionic liquids: recent developments and future prospects T Zhou, C Gui, L Sun, Y Hu, H Lyu, Z Wang, Z Song, G Yu Chemical Reviews 123 (21), 12170-12253, 2023 | 90 | 2023 |
| Optimal solvent design for extractive distillation processes: a multiobjective optimization-based hierarchical framework T Zhou, Z Song, X Zhang, R Gani, K Sundmacher Industrial & Engineering Chemistry Research 58 (15), 5777-5786, 2019 | 89 | 2019 |
| Systematic Screening of Deep Eutectic Solvents as Sustainable Separation Media Exemplified by the CO2 Capture Process Z Song, X Hu, H Wu, M Mei, S Linke, T Zhou, Z Qi, K Sundmacher ACS Sustainable Chemistry & Engineering 8 (23), 8741-8751, 2020 | 84 | 2020 |
| Computer-aided ionic liquid design for alkane/cycloalkane extractive distillation process Z Song, X Li, H Chao, F Mo, T Zhou, H Cheng, L Chen, Z Qi Green Energy & Environment 4 (2), 154-165, 2019 | 83 | 2019 |
| Computer-aided solvent selection and design for efficient chemical processes T Zhou, K McBride, S Linke, Z Song, K Sundmacher Current Opinion in Chemical Engineering 27, 35-44, 2020 | 80 | 2020 |
| Multilevel screening of ionic liquid absorbents for simultaneous removal of CO2 and H2S from natural gas J Wang, Z Song, H Cheng, L Chen, L Deng, Z Qi Separation and Purification Technology 248, 117053, 2020 | 79 | 2020 |
| Computer-Aided Design of Ionic Liquids as Absorbent for Gas Separation Exemplified by CO2 Capture Cases J Wang, Z Song, H Cheng, L Chen, L Deng, Z Qi ACS Sustainable Chemistry & Engineering 6 (9), 12025-12035, 2018 | 75 | 2018 |
| Computer-aided design and process evaluation of ionic liquids for n-hexane-methylcyclopentane extractive distillation H Chao, Z Song, H Cheng, L Chen, Z Qi Separation and Purification Technology 196, 157-165, 2018 | 71 | 2018 |
| Extending the UNIFAC model for ionic liquid–solute systems by combining experimental and computational databases Z Song, T Zhou, Z Qi, K Sundmacher AIChE Journal 66 (2), e16821, 2020 | 70 | 2020 |
| Effect of cation alkyl chain length on liquid-liquid equilibria of {ionic liquids+ thiophene+ heptane}: COSMO-RS prediction and experimental verification Z Song, J Zhang, Q Zeng, H Cheng, L Chen, Z Qi Fluid Phase Equilibria 425, 244-251, 2016 | 65 | 2016 |
| Rational design of double salt ionic liquids as extraction solvents: Separation of thiophene/n‐octane as example Z Song, X Hu, Y Zhou, T Zhou, Z Qi, K Sundmacher AIChE Journal 65 (8), e16625, 2019 | 64 | 2019 |
| Evaluation of COSMO-RS for solid–liquid equilibria prediction of binary eutectic solvent systems Z Song, J Wang, K Sundmacher Green Energy & Environment 6 (3), 371-379, 2021 | 62 | 2021 |
| Neural recommender system for the activity coefficient prediction and UNIFAC model extension of ionic liquid‐solute systems G Chen, Z Song, Z Qi, K Sundmacher AIChE Journal 67 (4), e17171, 2021 | 60 | 2021 |
Teng ZhouThe Hong Kong University of Science and Technology (Guangzhou)Bestätigte E-Mail-Adresse bei mpi-magdeburg.mpg.de
