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1
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Shah AK, Maitlo G, Shah AA, Channa IA, Kandhro GA, Maitlo HA, Bhatti UH, Shah A, Memon AQ, Jatoi AS, Park YH. One pot menthol synthesis via hydrogenations of citral and citronellal over montmorillonite-supported Pd/Ni-heteropoly acid bifunctional catalysts. REACTION KINETICS MECHANISMS AND CATALYSIS 2019. [DOI: 10.1007/s11144-019-01679-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Virtanen P, Salminen E, Mikkola JP. Modeling of Supported Ionic Liquid Catalysts Systems—From Idea to Applications. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b02266] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Pasi Virtanen
- Industrial Chemistry & Reaction Engineering, Johan Gadolin Process Chemistry Centre, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Eero Salminen
- Industrial Chemistry & Reaction Engineering, Johan Gadolin Process Chemistry Centre, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
| | - Jyri-Pekka Mikkola
- Industrial Chemistry & Reaction Engineering, Johan Gadolin Process Chemistry Centre, Åbo Akademi University, Biskopsgatan 8, FI-20500, Åbo-Turku, Finland
- Technical
Chemistry, Department of Chemistry, Chemical-Biological Centre, Umeå University, SE-90187, Umeå, Sweden
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3
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Affiliation(s)
- Shiguo Zhang
- College
of Materials Science and Engineering, Hunan University, Changsha 410082, China
- Center for Green Chemistry and Catalysis, State Key Laboratory for Oxo Synthesis & Selective Oxidation, State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences, No.18, Tianshui Middle Road, 730000 Lanzhou, China
| | - Jiaheng Zhang
- School
of Materials Science and Engineering, Harbin Institute of Technology, Shenzhen 518055, China
| | - Yan Zhang
- College
of Materials Science and Engineering, Hunan University, Changsha 410082, China
| | - Youquan Deng
- Center for Green Chemistry and Catalysis, State Key Laboratory for Oxo Synthesis & Selective Oxidation, State Key Laboratory of Solid Lubrication, Lanzhou Institute of Chemical Physics, Chinese Academy of Sciences, No.18, Tianshui Middle Road, 730000 Lanzhou, China
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Plößer J, Lucas M, Wärnå J, Salmi T, Murzin DY, Claus P. Kinetics of the One-Pot Transformation of Citronellal to Menthols on Ru/H-BEA Catalysts. Org Process Res Dev 2016. [DOI: 10.1021/acs.oprd.6b00214] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jutta Plößer
- Dept.
Chemistry, Chemical Technology II, Technical University Darmstadt, Alarich-Weiss-Straße 8, 64287 Darmstadt, Germany
| | - Martin Lucas
- Dept.
Chemistry, Chemical Technology II, Technical University Darmstadt, Alarich-Weiss-Straße 8, 64287 Darmstadt, Germany
| | - Johan Wärnå
- Laboratory
of Industrial Chemistry and Reaction Engineering, Åbo Akademi University, Biskopsgatan 8, 20500 Åbo/Turku, Finland
| | - Tapio Salmi
- Laboratory
of Industrial Chemistry and Reaction Engineering, Åbo Akademi University, Biskopsgatan 8, 20500 Åbo/Turku, Finland
| | - Dmitry Yu. Murzin
- Laboratory
of Industrial Chemistry and Reaction Engineering, Åbo Akademi University, Biskopsgatan 8, 20500 Åbo/Turku, Finland
| | - Peter Claus
- Dept.
Chemistry, Chemical Technology II, Technical University Darmstadt, Alarich-Weiss-Straße 8, 64287 Darmstadt, Germany
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Zhao Y, Zhao J, Huang Y, Zhou Q, Zhang X, Zhang S. Toxicity of ionic liquids: database and prediction via quantitative structure-activity relationship method. JOURNAL OF HAZARDOUS MATERIALS 2014; 278:320-329. [PMID: 24996150 DOI: 10.1016/j.jhazmat.2014.06.018] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2014] [Revised: 05/30/2014] [Accepted: 06/15/2014] [Indexed: 06/03/2023]
Abstract
A comprehensive database on toxicity of ionic liquids (ILs) is established. The database includes over 4000 pieces of data. Based on the database, the relationship between IL's structure and its toxicity has been analyzed qualitatively. Furthermore, Quantitative Structure-Activity relationships (QSAR) model is conducted to predict the toxicities (EC50 values) of various ILs toward the Leukemia rat cell line IPC-81. Four parameters selected by the heuristic method (HM) are used to perform the studies of multiple linear regression (MLR) and support vector machine (SVM). The squared correlation coefficient (R(2)) and the root mean square error (RMSE) of training sets by two QSAR models are 0.918 and 0.959, 0.258 and 0.179, respectively. The prediction R(2) and RMSE of QSAR test sets by MLR model are 0.892 and 0.329, by SVM model are 0.958 and 0.234, respectively. The nonlinear model developed by SVM algorithm is much outperformed MLR, which indicates that SVM model is more reliable in the prediction of toxicity of ILs. This study shows that increasing the relative number of O atoms of molecules leads to decrease in the toxicity of ILs.
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Affiliation(s)
- Yongsheng Zhao
- Beijing Key Laboratory of Ionic Liquids Clean Process, State Key Laboratory of Multiphase Complex Systems, Key Laboratory of Green Process and Engineering, Institute of Process Engineering, Chinese Academy of Sciences, 100190 Beijing, China; School of Material and Chemical Engineering, Zhengzhou University of Light Industry, 450001 Zhengzhou, China
| | - Jihong Zhao
- School of Material and Chemical Engineering, Zhengzhou University of Light Industry, 450001 Zhengzhou, China
| | - Ying Huang
- Beijing Key Laboratory of Ionic Liquids Clean Process, State Key Laboratory of Multiphase Complex Systems, Key Laboratory of Green Process and Engineering, Institute of Process Engineering, Chinese Academy of Sciences, 100190 Beijing, China
| | - Qing Zhou
- Beijing Key Laboratory of Ionic Liquids Clean Process, State Key Laboratory of Multiphase Complex Systems, Key Laboratory of Green Process and Engineering, Institute of Process Engineering, Chinese Academy of Sciences, 100190 Beijing, China
| | - Xiangping Zhang
- Beijing Key Laboratory of Ionic Liquids Clean Process, State Key Laboratory of Multiphase Complex Systems, Key Laboratory of Green Process and Engineering, Institute of Process Engineering, Chinese Academy of Sciences, 100190 Beijing, China.
| | - Suojiang Zhang
- Beijing Key Laboratory of Ionic Liquids Clean Process, State Key Laboratory of Multiphase Complex Systems, Key Laboratory of Green Process and Engineering, Institute of Process Engineering, Chinese Academy of Sciences, 100190 Beijing, China.
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Meidanshahi RV, Tasviri M, Khodadadi-Moghaddam M, Gholami MR. The synthesis of multiphasic ionic liquid-coated Pt/Al2O3catalysts: the selective synchronous hydrogenation of CC and CO bonds and the modeling of the ionic liquid and solvent effects. Catal Sci Technol 2014. [DOI: 10.1039/c3cy00510k] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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7
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Stolle A, Gallert T, Schmöger C, Ondruschka B. Hydrogenation of citral: a wide-spread model reaction for selective reduction of α,β-unsaturated aldehydes. RSC Adv 2013. [DOI: 10.1039/c2ra21498a] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
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8
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9
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Affiliation(s)
- Jason P. Hallett
- Department of Chemistry, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Tom Welton
- Department of Chemistry, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
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Hallett JP, Welton T. Room-Temperature Ionic Liquids: Solvents for Synthesis and Catalysis. 2. Chem Rev 2011; 111:3508-76. [PMID: 21469639 DOI: 10.1021/cr1003248] [Citation(s) in RCA: 2696] [Impact Index Per Article: 207.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Jason P. Hallett
- Department of Chemistry, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Tom Welton
- Department of Chemistry, Imperial College London, South Kensington Campus, London SW7 2AZ, United Kingdom
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Kashid M, Renken A, Kiwi-Minsker L. Microstructured reactors and supports for ionic liquids. Chem Eng Sci 2011. [DOI: 10.1016/j.ces.2010.07.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Virtanen P, Salmi T, Mikkola JP. Kinetics of Cinnamaldehyde Hydrogenation by Supported Ionic Liquid Catalysts (SILCA). Ind Eng Chem Res 2009. [DOI: 10.1021/ie901041z] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Pasi Virtanen
- Laboratory of Industrial Chemistry and Reaction Engineering, Process Chemistry Centre, Åbo Akademi University, Piispankatu 8, FI-20500 Turku/Åbo, Finland, and Technical Chemistry, Department of Chemistry, Chemical−Biological Center, Umeå University, SE-90187 Umeå, Sweden
| | - Tapio Salmi
- Laboratory of Industrial Chemistry and Reaction Engineering, Process Chemistry Centre, Åbo Akademi University, Piispankatu 8, FI-20500 Turku/Åbo, Finland, and Technical Chemistry, Department of Chemistry, Chemical−Biological Center, Umeå University, SE-90187 Umeå, Sweden
| | - Jyri-Pekka Mikkola
- Laboratory of Industrial Chemistry and Reaction Engineering, Process Chemistry Centre, Åbo Akademi University, Piispankatu 8, FI-20500 Turku/Åbo, Finland, and Technical Chemistry, Department of Chemistry, Chemical−Biological Center, Umeå University, SE-90187 Umeå, Sweden
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Virtanen P, Mikkola JP, Toukoniitty E, Karhu H, Kordas K, Eränen K, Wärnå J, Salmi T. Supported ionic liquid catalysts—From batch to continuous operation in preparation of fine chemicals. Catal Today 2009. [DOI: 10.1016/j.cattod.2009.07.020] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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14
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