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For: Katare S, Caruthers JM, Delgass WN, Venkatasubramanian V. An Intelligent System for Reaction Kinetic Modeling and Catalyst Design. Ind Eng Chem Res 2004. [DOI: 10.1021/ie034067h] [Citation(s) in RCA: 58] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Number Cited by Other Article(s)
1
Saltão VAC, Thybaut JW, Pirro L, Freire FG, Mendes PSF. Automation of Data-Driven Rate Equation Screening for Heterogeneously Catalyzed Reactions. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c01920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
2
Venkatasubramanian V, Mann V. Artificial intelligence in reaction prediction and chemical synthesis. Curr Opin Chem Eng 2022. [DOI: 10.1016/j.coche.2021.100749] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
3
Mendes PSF, Siradze S, Pirro L, Thybaut JW. Extracting kinetic information in catalysis: an automated tool for the exploration of small data. REACT CHEM ENG 2022. [DOI: 10.1039/d1re00215e] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
4
Gupta U, Vlachos DG. Learning Chemistry of Complex Reaction Systems via a Python First-Principles Reaction Rule Stencil (pReSt) Generator. J Chem Inf Model 2021;61:3431-3441. [PMID: 34265203 DOI: 10.1021/acs.jcim.1c00297] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
5
Identification of Granule Growth Regimes in High Shear Wet Granulation Processes Using a Physics-Constrained Neural Network. Processes (Basel) 2021. [DOI: 10.3390/pr9050737] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]  Open
6
Venkatasubramanian V. Editorial. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2020.107176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
7
Computational design of heterogeneous catalysts and gas separation materials for advanced chemical processing. Front Chem Sci Eng 2020. [DOI: 10.1007/s11705-020-1959-0] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
8
Corrigan N, Ciftci M, Jung K, Boyer C. Gesteuerte Reaktionsorthogonalität in der Polymer‐ und Materialwissenschaft. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.201912001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
9
Corrigan N, Ciftci M, Jung K, Boyer C. Mediating Reaction Orthogonality in Polymer and Materials Science. Angew Chem Int Ed Engl 2020;60:1748-1781. [DOI: 10.1002/anie.201912001] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Indexed: 12/20/2022]
10
Toyao T, Maeno Z, Takakusagi S, Kamachi T, Takigawa I, Shimizu KI. Machine Learning for Catalysis Informatics: Recent Applications and Prospects. ACS Catal 2019. [DOI: 10.1021/acscatal.9b04186] [Citation(s) in RCA: 189] [Impact Index Per Article: 37.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
11
Timoshenko J, Frenkel AI. “Inverting” X-ray Absorption Spectra of Catalysts by Machine Learning in Search for Activity Descriptors. ACS Catal 2019. [DOI: 10.1021/acscatal.9b03599] [Citation(s) in RCA: 74] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
12
Janet JP, Duan C, Yang T, Nandy A, Kulik HJ. A quantitative uncertainty metric controls error in neural network-driven chemical discovery. Chem Sci 2019;10:7913-7922. [PMID: 31588334 PMCID: PMC6764470 DOI: 10.1039/c9sc02298h] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Accepted: 07/11/2019] [Indexed: 12/14/2022]  Open
13
Suzuki K, Toyao T, Maeno Z, Takakusagi S, Shimizu K, Takigawa I. Statistical Analysis and Discovery of Heterogeneous Catalysts Based on Machine Learning from Diverse Published Data. ChemCatChem 2019. [DOI: 10.1002/cctc.201900971] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
14
Vernuccio S, Broadbelt LJ. Discerning complex reaction networks using automated generators. AIChE J 2019. [DOI: 10.1002/aic.16663] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
15
Pirro L, Mendes PSF, Paret S, Vandegehuchte BD, Marin GB, Thybaut JW. Descriptor–property relationships in heterogeneous catalysis: exploiting synergies between statistics and fundamental kinetic modelling. Catal Sci Technol 2019. [DOI: 10.1039/c9cy00719a] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
16
Venkatasubramanian V. The promise of artificial intelligence in chemical engineering: Is it here, finally? AIChE J 2018. [DOI: 10.1002/aic.16489] [Citation(s) in RCA: 271] [Impact Index Per Article: 45.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
17
Kim JY, Kulik HJ. When Is Ligand pKa a Good Descriptor for Catalyst Energetics? In Search of Optimal CO2 Hydration Catalysts. J Phys Chem A 2018;122:4579-4590. [DOI: 10.1021/acs.jpca.8b03301] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
18
Koledina KF, Koledin SN, Schadneva NA, Mayakova YY, Gubaydullin IM. Kinetic model of the catalytic reaction of dimethylcarbonate with alcohols in the presence Co2(CO)8 and W(CO)6. REACTION KINETICS MECHANISMS AND CATALYSIS 2017. [DOI: 10.1007/s11144-017-1181-3] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
19
Water activation and carbon monoxide coverage effects on maximum rates for low temperature water-gas shift catalysis. J Catal 2017. [DOI: 10.1016/j.jcat.2017.01.016] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
20
Kinetic model of the catalytic hydroalumination of olefins with organoaluminum compounds. REACTION KINETICS MECHANISMS AND CATALYSIS 2015. [DOI: 10.1007/s11144-015-0927-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
21
Nurislamova LF, Gubaydullin IM, Koledina KF. Kinetic model of isolated reactions of the catalytic hydroalumination of olefins. REACTION KINETICS MECHANISMS AND CATALYSIS 2015. [DOI: 10.1007/s11144-015-0876-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
22
Lauwaert J, De Canck E, Esquivel D, Van Der Voort P, Thybaut JW, Marin GB. Effects of amine structure and base strength on acid–base cooperative aldol condensation. Catal Today 2015. [DOI: 10.1016/j.cattod.2014.08.007] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
23
Kechagiopoulos PN, Thybaut JW, Marin GB. Oxidative Coupling of Methane: A Microkinetic Model Accounting for Intraparticle Surface-Intermediates Concentration Profiles. Ind Eng Chem Res 2013. [DOI: 10.1021/ie403160s] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
24
Thybaut J, Marin G. Single-Event MicroKinetics: Catalyst design for complex reaction networks. J Catal 2013. [DOI: 10.1016/j.jcat.2013.08.013] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
25
de Souza L, Haida H, Thévenin D, Seidel-Morgenstern A, Janiga G. Model selection and parameter estimation for chemical reactions using global model structure. Comput Chem Eng 2013. [DOI: 10.1016/j.compchemeng.2013.07.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
26
Efficient scheduling method of complex batch processes with general network structure via agent-based modeling. AIChE J 2013. [DOI: 10.1002/aic.14101] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
27
Language-oriented rule-based reaction network generation and analysis: Description of RING. Comput Chem Eng 2012. [DOI: 10.1016/j.compchemeng.2012.06.008] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
28
Prasad V, Karim AM, Arya A, Vlachos DG. Assessment of Overall Rate Expressions and Multiscale, Microkinetic Model Uniqueness via Experimental Data Injection: Ammonia Decomposition on Ru/γ-Al2O3 for Hydrogen Production. Ind Eng Chem Res 2009. [DOI: 10.1021/ie900144x] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
29
Thybaut JW, Choudhury IR, Denayer JF, Baron GV, Jacobs PA, Martens JA, Marin GB. Design of Optimum Zeolite Pore System for Central Hydrocracking of Long-Chain n-Alkanes based on a Single-Event Microkinetic Model. Top Catal 2009. [DOI: 10.1007/s11244-009-9274-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
30
Venkatasubramanian V. DROWNING IN DATA: Informatics and modeling challenges in a data-rich networked world. AIChE J 2009. [DOI: 10.1002/aic.11756] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
31
Hsu SH, Krishnamurthy B, Rao P, Zhao C, Jagannathan S, Venkatasubramanian V. A domain-specific compiler theory based framework for automated reaction network generation. Comput Chem Eng 2008. [DOI: 10.1016/j.compchemeng.2008.01.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
32
Maurya M, Bornheimer S, Venkatasubramanian V, Subramaniam S. Reduced-order modelling of biochemical networks: application to the GTPase-cycle signalling module. ACTA ACUST UNITED AC 2006;152:229-42. [PMID: 16986265 PMCID: PMC3417759 DOI: 10.1049/ip-syb:20050014] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
33
Laurenzi IJ, Bartels JD, Diamond SL. Regression of Multicomponent Sticking Probabilities Using a Genetic Algorithm. Ind Eng Chem Res 2006. [DOI: 10.1021/ie051159t] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
34
Zhang L, Linninger AA. Towards computer-aided separation synthesis. AIChE J 2006. [DOI: 10.1002/aic.10689] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
35
Thybaut J, Laxmi Narasimhan C, Marin G. Bridging the gap between liquid and vapor phase hydrocracking. Catal Today 2006. [DOI: 10.1016/j.cattod.2005.10.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
36
A systematic approach for automated reaction network generation. ACTA ACUST UNITED AC 2006. [DOI: 10.1016/s1570-7946(06)80172-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
37
A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective. Comput Chem Eng 2006. [DOI: 10.1016/j.compchemeng.2005.10.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
38
Schüth F. High-throughput experiments for synthesis and applications of zeolites. STUDIES IN SURFACE SCIENCE AND CATALYSIS 2005. [DOI: 10.1016/s0167-2991(05)80010-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
39
Katare S, Bhan A, Caruthers JM, Delgass WN, Venkatasubramanian V. A hybrid genetic algorithm for efficient parameter estimation of large kinetic models. Comput Chem Eng 2004. [DOI: 10.1016/j.compchemeng.2004.07.002] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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