Potentialities and limitations of machine learning to solve cut-and-shuffle mixing problems: A case study (English)
- New search for: Lynn, Thomas F.
- New search for: Ottino, Julio M.
- New search for: Lueptow, Richard M.
- New search for: Umbanhowar, Paul B.
- New search for: Lynn, Thomas F.
- New search for: Ottino, Julio M.
- New search for: Lueptow, Richard M.
- New search for: Umbanhowar, Paul B.
In:
Chemical Engineering Sciences
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260
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2022
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Potentialities and limitations of machine learning to solve cut-and-shuffle mixing problems: A case study
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Contributors:Lynn, Thomas F. ( author ) / Ottino, Julio M. ( author ) / Lueptow, Richard M. ( author ) / Umbanhowar, Paul B. ( author )
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Published in:
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2022-06-25
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 260
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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An analytical multiphase flow model for parallel plate electrolyzersRajora, A. / Haverkort, J.W. et al. | 2022
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Structural and dynamical properties of Palmitoyl-Oleoyl phosphatidylserine lipid nanotubes containing cholesterols and PEGylated dioleoyl Phosphatidylethanolamine: A Coarse-Grained molecular dynamics simulationNasrollahpour, Mokhtar / Vafaee, Mohsen / Razzaghi, Sahar et al. | 2022
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Efficient piezocatalytic effect of SrxBa1−xTiO3 solid solution nanocubes with inhomogeneous lattice strain for bisphenol A degradationLong, Jiajia / Tian, Wenrou / Zhou, Qian / Li, Najun / Chen, Dongyun / Lu, Jianmei et al. | 2022
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Differentiation of static and dynamic interfacial area in the structured packed columnZeng, Chao / Fu, Yucheng / Singh, Rajesh / Bao, Jie / Xu, Zhijie et al. | 2022
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Kinetic study of thermocatalytic decomposition of methane over nickel supported catalyst in a fluidized bed reactorHadian, M. / Marrevee, D.P.F. / Buist, K.A. / Reesink, B.H. / Bos, A.N.R. / Bavel, A.P. van / Kuipers, J.A.M. et al. | 2022
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A data-driven approach for the quick prediction of in-furnace phenomena of pulverized coal combustion in an ironmaking blast furnaceLiu, Yiran / Zhang, Huiming / Shen, Yansong et al. | 2022
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Production of microalgae biomass in a continuous stirred bioreactor: Analysis of microalgae-bacteria competition mediated by nitrogen and organic carbonAltimari, Pietro / Brasiello, Antonio / Di Caprio, Fabrizio / Pagnanelli, Francesca et al. | 2022
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Mutable bubble surface mobility in water – propanol mixtures and its impact on bubble motion and deformationBasařová, Pavlína / Crha, Jakub / Pilíková, Lucie / Orvalho, Sandra et al. | 2022
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Synthesis of a superhydrophilic coral-like reduced graphene oxide aerogel and its application to pollutant capture in wastewater treatmentLiu, Yan / Fu, Jiajia / He, Jinsong / Wang, Bo / He, Yan / Luo, Ling / Wang, Lilin / Chen, Chao / Shen, Fei / Zhang, Yanzong et al. | 2022
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Electrochemical study of reduced graphene oxide@Zn2Ti3O8 nanocomposites as a superior anode for Li-ion batteryCheng, Weijie / Wang, Xing / Huang, Jianfeng / Wang, Yong / Yin, Lixiong / Li, Jiayin / Kong, Xingang / Feng, Qi et al. | 2022
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Influence of heat-transfer resistances in an optimized multifunctional reactorBehloul, Chakib R. / Smahi, Abdelhadi / Commenge, Jean-Marc / Castel, Christophe et al. | 2022
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Extension of inducing effect of support coordination on Ni-based ordered alloys catalyst for selective hydrogenationLiu, Yanan / Fu, Baoai / Fu, Fengzhi / He, Yufei / Li, Dianqing et al. | 2022
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Interaction of rough ellipsoidal particles with random surface asperities in colloidal systemsLu, Duowei / Fatehi, Pedram et al. | 2022
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The structure-activity relationship between precursor fine structure and cathode performance in ultra-high Ni layered oxideQiu, Lang / Zhang, Mengke / Song, Yang / Wu, Zhenguo / Hu, Kanghui / Yue, Luchao / Zhang, Jun / Ming, Yong / Xiang, Wei / Wang, Gongke et al. | 2022
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Improved mixing of viscoelastic fluids by the use of hysteresis effectCao, Can / Kraume, Matthias et al. | 2022
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A particle-center-averaged Euler-Euler model for monodisperse bubbly flowsLyu, Hongmei / Lucas, Dirk / Rzehak, Roland / Schlegel, Fabian et al. | 2022
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A novel ANN-CFD model for simulating flow in a vortex mixerSarkar, Sourav / Singh, K.K. / Suresh Kumar, K. / Sreekumar, G. / Shenoy, K.T. et al. | 2022
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N2O selectivity in industrial NH3 oxidation on Pt gauze is determined by interaction of local flow and surface chemistry: A simulation study using mechanistic kineticsHaas, M. / Nien, T. / Fadic, A. / Mmbaga, J.P. / Klingenberger, M. / Born, D. / Etzold, B.J.M. / Hayes, R.E. / Votsmeier, M. et al. | 2022
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Clathrate hydrates stability conditions in the presence of aqueous solutions of environmentally friendly sugar-derived compounds: A precise thermodynamic approachRasoolzadeh, Ali / Mehrabi, Khayyam / Bakhtyari, Ali / Javanmardi, Jafar / Nasrifar, Khashayar / Mohammadi, Amir H. et al. | 2022
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Manipulating mechanism of the electrokinetic flow of ionic liquids confined in silica nanochannelQin, Jingyu / Wang, Yanlei / Gan, Zhongdong / Ma, Weili / Huo, Feng / Nie, Yi / Yang, Chao / He, Hongyan et al. | 2022
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Numerical investigation of biomass pyrolysis performance in a fluidized-bed reactor by a TFM-DEM hybrid modelWang, Jin / Ku, Xiaoke / Lin, Jianzhong et al. | 2022
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Experimental study on the effects of particle characteristics and pressurization methods on powder compressionWang, Shicheng / Guo, Xiaolei / Lu, Haifeng / Liu, Haifeng et al. | 2022
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Application of atomic electrostatic potential descriptors for predicting the eco-toxicity of ionic liquids towards leukemia rat cell lineKang, Xuejing / Zhao, Yongsheng / Zhang, Hongzhong / Chen, Zhongbing et al. | 2022
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Multiscale wavelet analysis of 3D Lagrangian trajectories in a mechanically agitated vesselSavari, Chiya / Li, Kun / Barigou, Mostafa et al. | 2022
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Quantifying the anion effect of gas solubility within ionic liquids using the solvation affinity indexLiu, Xiaoyang / Turner, C. Heath et al. | 2022
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Optimization of surfactants formulations to stabilise proteases and amylasesVicaria, José M. / Herrera-Márquez, Otilia / Serrano-Haro, Mireya / Vidal, Anaïs / Jurado, Encarnación / Jiménez-Pérez, José L. et al. | 2022
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Hydrodynamics of supercritical ethanol fluid-particles fluidization using low density ratio kinetic theory of granular flowCai, Wenjian / Li, Luning / Cao, Ri / Yang, Sibo / Lu, Huilin et al. | 2022
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Determining the mobility of polystyrene nano-plastic in saturated quartz Sand-Limestone porous mediaYe, Xinyao / Cheng, Zhou / Wu, Ming / Hu, Bill X. / Mo, Cehui / Li, Qusheng / Wu, Jianfeng / Wu, Jichun / Hao, Yanru / Lu, Guoping et al. | 2022
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Potentialities and limitations of machine learning to solve cut-and-shuffle mixing problems: A case studyLynn, Thomas F. / Ottino, Julio M. / Lueptow, Richard M. / Umbanhowar, Paul B. et al. | 2022
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Highly efficient adsorption of radioiodine by a three-dimensional ordered macroporous bismuth-silica composite aerogelChang, Sen / Wang, Kunjun / Gao, Linfeng / Liu, Jingguo / Wang, Longjiang / Li, Yongguo / Song, Xuemei / Yu, Jie / Luan, Xin'gang et al. | 2022
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Flow pattern transition and liquid element characteristics in a disk-distributor rotating packed bed: A visual study for viscous fluidLi, Yan-Bin / Wen, Zhang-Nan / Xu, Han-Zhuo / Chu, Guang-Wen / Zhang, Liang-Liang / Chen, Jian-Feng et al. | 2022
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Energy optimization of wet air oxidation reactors with sub-millimeter bubble intensificationLiu, Xiemin / Wan, Jing / Zhu, Chongbing / Zhou, Zheng / Zhang, Feng / Zhang, Zhibing et al. | 2022
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Coarse-grained CFD-DEM study of Gas-solid flow in gas cycloneChu, Kaiwei / Chen, Yanxing / Ji, Li / Zhou, Zongqing / Yu, Aibing / Chen, Jiang et al. | 2022
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A facile Ball-Milling preparation strategy of Nitrogen-Doped carbon coated Na4Fe3(PO4)2P2O7 Nano-Flakes with superior sodium ion storage performanceLi, Xiaoqiang / Zhang, Jianhua / Zhang, Yu / Zhang, Bolun / Liu, Haimei / Xu, Qunjie / Xia, Yongyao et al. | 2022
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Bubble formation and deformationPuncochar, M. / Ruzicka, M.C. / Simcik, M. et al. | 2022
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Gas absorption in a hydraulic air compressor. Part I: Simultaneous hydrodynamic and mass transfer bubbly flow modelYoung, S.M. / Pourmahdavi, M. / Hutchison, A. / Millar, D.L. et al. | 2022
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Impact of diffusion limitations inside the wall of catalytic filters on conversion of gaseous pollutants at increased flow ratesPečinka, Rudolf / Blažek, Miroslav / Knopp, Richard / Kočí, Petr / York, Andrew et al. | 2022
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Role of particle oxidation catalyst on emission reduction of a non-road diesel engine: A multi case studyFeng, Renhua / Sun, Zhengwei / Hu, Xiulin / Li, Guanghua / Deng, Banglin et al. | 2022
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A composite phase change material possessing antileakage performance for battery thermal management by constructing a nanoscale polymer frameworkYao, Zhubin / Ye, Guohua / Huang, Runye / Xu, Xiaoru / Zhang, Guoqing / Yang, Xiaoqing et al. | 2022
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Sulfonated chiral covalent organic frameworks-mediated asymmetric Michael addition of acetone to β-nitroolefinsPang, Yiying / Wang, Bowei / Kang, Yazhuo / Li, Jiayi / Gu, Xiaoyi / Kang, Guoqiang / Yan, Xilong / Li, Yang / Chen, Ligong et al. | 2022
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Application of the Redlich-Kister expansion for estimating the density of molten fluoride psuedo-ternary salt systems of nuclear industry interestBirri, Anthony / Gallagher, Ryan / Agca, Can / McMurray, Jake / Dianne Bull Ezell, N. et al. | 2022
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Relay catalysis of hydrocarbon oxidation using O2 in the confining domain of 3D metalloporphyrin-based metal-organic frameworks with bimetallic catalytic centersShen, Hai-Min / Guo, A-Bing / Zhang, Yu / Liu, Qiu-Ping / Qin, Jia-Wei / She, Yuan-Bin et al. | 2022
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Incorporation of flamelets generated manifold method in coarse-grained Euler-Lagrange simulations of pulverized coal combustionHuang, Chih-Chia / van Oijen, Jeroen A. / Deen, Niels G. / Tang, Yali et al. | 2022
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Hydrodynamics in a three-phase flotation system – Fluid following with a new hydrogel tracer for Positron Emission Particle Tracking (PEPT)Mesa, Diego / van Heerden, Michael / Cole, Katie / Neethling, Stephen J. / Brito-Parada, Pablo R. et al. | 2022
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A thermodynamic model for high temperature corrosion applications: The (Na2SO4 + K2SO4 + ZnSO4 + PbSO4) systemJin, Liling / Lindberg, Daniel / Tsuchiyama, Yoshihiko / Robelin, Christian et al. | 2022
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Plasma-based instant synthesis of functionalized gold nanoparticles for colorimetric detection of lead ionsLi, Xuanhe / Zhao, Chun-Xia / Lin, Liangliang et al. | 2022
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A comparison of the inhibition effect of Zn2+or Fe2+ in the oxidation of -thiophenol groups in coalDai, Fengwei / Qin, Guowei / Huang, Ge / Deng, Hanzhong / Zhang, Xun et al. | 2022
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On the agglomeration and breakage of particles in turbulent flows through pipe bends using CFD-PBEBilde, Kasper Gram / Hærvig, Jakob / Lehnigk, Ronald / Schlegel, Fabian / Sørensen, Kim et al. | 2022
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Wave reflections in counter-current separation processes with unequal mass transfer coefficientsFechtner, M. / Kienle, A. et al. | 2022
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Surface modification of PVDF membrane via deposition-grafting of UiO-66-NH2 and their application in oily water separationsShen, Shusu / Shen, Yang / Wu, Yi / Li, Honglin / Sun, Chang / Zhang, Ganwei / Guo, Yongfu et al. | 2022
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Sugar acid production on gold nanoparticles in slurry reactor: Kinetics, solubility and modellingWorgul, Bernadette / Freites Aguilera, Adriana / Vergat-Lemercier, Camille / Eränen, Kari / Simakova, Olga / Held, Hendrik / Freund, Hannsjörg / Yu. Murzin, Dmitry / Salmi, Tapio et al. | 2022
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Intrusive sampling of dust deposition in a granular bed filter-cyclone coupled separatorChang, Ming / Fan, Yiping / Lu, Chunxi et al. | 2022
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In situ analysis of suppression mechanism of DMMP water mist in coal dust explosions using pyrolysis time-of-flight mass spectrometryJiang, Haipeng / Bi, Mingshu / Gao, Wei et al. | 2022
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Three-dimensional unsteady numerical simulation of a 150 kWth full-loop chemical looping combustion pilot with biomass as fuel: A hydrodynamic investigationSun, Liyan / Masi, Enrica / Simonin, Olivier / Langørgen, Øyvind / Saanum, Inge / Haugen, Nils Erland L. et al. | 2022
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The accurate prediction and analysis of bed expansion characteristics in liquid–solid fluidized bed based on machine learning methodsPeng, Jian / Sun, Wei / Zhou, Guangming / Xie, Le / Han, Haisheng / Xiao, Yao et al. | 2022
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Efficient removal of dissolved tributyl phosphate from nitric acid solution by a membrane dispersion micro extractorWei, Zheng / Chen, Zhuo / Yuan, Zhongwei / Dong, Yuhang / Xu, Jianhong / Zheng, Weifang et al. | 2022
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Influence of the catalytic system on the methanolysis of polyethylene terephthalate at mild conditions: A systematic investigationTollini, Flavio / Brivio, Lorenzo / Innocenti, Paolo / Sponchioni, Mattia / Moscatelli, Davide et al. | 2022
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Microreactor technology in experimental and modelling study of alcohol oxidation on nanogoldMastroianni, Luca / Vajglová, Zuzana / Eränen, Kari / Peurla, Markus / Di Serio, Martino / Yu. Murzin, Dmitry / Russo, Vincenzo / Salmi, Tapio et al. | 2022
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Foamed structured packing for mass-transfer equipment produced by an innovative 3D printing technologyFlagiello, D. / Tammaro, D. / Erto, A. / Maffettone, P.L. / Lancia, A. / Di Natale, F. et al. | 2022
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Electrospun-nanofibrous Redox-active separator for enhancing the capacity of Lithium-ion batteriesLi, Yifu / Zhang, Yi / Zhou, Norman / Yu, Hesheng / Tan, Zhongchao et al. | 2022
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Chemical vapor deposition from metal (Cr, Mo, W) carbonyls in a conical spouted bed vacuum reactor with a downflow reactant feedingAbyzov, Andrey M. et al. | 2022
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Luminescent probe synthesis for oxygen visualization technique: Application to the effect of surfactant structure on oxygen mass transferLebrun, Gaëlle / El Mokdad, Bilal / Le Men, Claude / Pimienta, Véronique / Coudret, Christophe / Roux, Clément / Hébrard, Gilles / Dietrich, Nicolas et al. | 2022
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Data-driven robust optimization for cyclic scheduling of ethylene cracking furnace system under uncertainty based on kernel learningLin, Xinwei / Zhao, Liang / Shang, Chao / He, Wangli / Du, Wenli / Qian, Feng et al. | 2022
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A new efficiency relaxation model for rigorous stage number optimization of distillation columnsJia, Shengkun / Qian, Xing / Liu, Xingwei / Luo, Yiqing / Yuan, Xigang et al. | 2022
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Integration of scheduling and control for the no-wait batch process: A decomposition methodJi, Nan / Gu, Xingsheng et al. | 2022
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Computational characterization techniques applied to pore network models by using a fast percolation algorithmLedezma, G. / Verstraete, J.J. / Sorbier, L. / Leinekugel-Le-Cocq, D. / Jolimaitre, E. / Jallut, C. et al. | 2022
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Numerical investigation of bio-inspired mixing enhancement for enzymatic hydrolysisZhu, Tong / Xia, Ao / Lin, Kai / Huang, Yun / Zhu, Xianqing / Zhu, Xun / Liao, Qiang et al. | 2022
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Solvent effect investigation on the acid-catalyzed esterification of levulinic acid by ethanol aided by a Linear Solvation Energy RelationshipBaco, Sindi / Klinksiek, Marcel / Ismail Bedawi Zakaria, Rashid / Antonia Garcia-Hernandez, Elizabeth / Mignot, Mélanie / Legros, Julien / Held, Christoph / Casson Moreno, Valeria / Leveneur, Sébastien et al. | 2022
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Editorial Board| 2022