A computational workflow to study particle transport and filtration in porous media: coupling CFD and deep learning

Aminated electrospun nanofiber membrane as permeable reactive barrier material for effective in-situ Cr(VI) contaminated soil remediation

(2020) Jing Wang et al.   CHEMICAL ENGINEERING JOURNAL

Colloid Transport in Porous Media: A Review of Classical Mechanisms and Emerging Topics

(2019) Ian L. Molnar et al.   TRANSPORT IN POROUS MEDIA

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Hybrid pore-network and lattice-Boltzmann permeability modelling accelerated by machine learning

(2019) Arash Rabbani et al.   ADVANCES IN WATER RESOURCES

Machine learning-based modeling and operation for ALD of SiO2 thin-films using data from a multiscale CFD simulation

(2019) Yangyao Ding et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Machine learning for protein folding and dynamics

(2019) Frank Noé et al.   CURRENT OPINION IN STRUCTURAL BIOLOGY

Multi-objective optimization and comparison of surrogate models for separation performances of cyclone separator based on CFD, RSM, GMDH-neural network, back propagation-ANN and genetic algorithm

(2019) Donggeun Park et al.   Engineering Applications of Computational Fluid Mechanics

Semantic Interoperability and Characterization of Data Provenance in Computational Molecular Engineering

(2019) Martin Thomas Horsch et al.   JOURNAL OF CHEMICAL AND ENGINEERING DATA

CFD modelling of flow patterns, tortuosity and residence time distribution in monolithic porous columns reconstructed from X-ray tomography data

(2018) S. Pawlowski et al.   CHEMICAL ENGINEERING JOURNAL

A robust upscaling of the effective particle deposition rate in porous media

(2018) Gianluca Boccardo et al.   JOURNAL OF CONTAMINANT HYDROLOGY

Air-borne particle capture by fibrous filter media under collision effect: A CFD-based approach

(2018) Ajay Kumar Maddineni et al.   SEPARATION AND PURIFICATION TECHNOLOGY

Isotropy of sphere packings in a cylindrical confinement

(2018) Nikhil Agrawal et al.   CHEMICAL ENGINEERING JOURNAL

Quantification of local structure of disordered packing of spherical particles

(2018) Akarsha Srivastava et al.   CHEMICAL ENGINEERING JOURNAL

Fine and ultrafine particle deposition in packed-bed catalytic reactors

(2018) Gianluca Boccardo et al.   CHEMICAL ENGINEERING SCIENCE

An improved scheme for a Robin boundary condition in discrete-time random walk algorithms

(2018) Gianluca Boccardo et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Seeing permeability from images: fast prediction with convolutional neural networks

(2018) Jinlong Wu et al.   Science Bulletin

The promise of artificial intelligence in chemical engineering: Is it here, finally?

(2018) Venkat Venkatasubramanian   AICHE JOURNAL

Liquid‐phase chemical reactors: Development of 3D hybrid model based on CFD‐adaptive network‐based fuzzy inference system

(2018) Meisam Babanezhad et al.   CANADIAN JOURNAL OF CHEMICAL ENGINEERING

CFD modeling and predicting the performance of direct absorption of nanofluids in trough collector

(2018) Mohammad Mahdi Tafarroj et al.   APPLIED THERMAL ENGINEERING

Geometry optimization of a deswirler for cyclone separator in terms of pressure drop using CFD and artificial neural network

(2017) Dzmitry Misiulia et al.   SEPARATION AND PURIFICATION TECHNOLOGY

CFD Investigation and neutral network modeling of heat transfer and pressure drop of nanofluids in double pipe helically baffled heat exchanger with a 3-D fined tube

(2016) Mahdi Saeedan et al.   APPLIED THERMAL ENGINEERING

Future research needs involving pathogens in groundwater

(2016) Scott A. Bradford et al.   HYDROGEOLOGY JOURNAL

Numerical simulation of the filtration process in fibrous filters using CFD-DEM method

(2016) Chang Yue et al.   JOURNAL OF AEROSOL SCIENCE

Optimization Algorithms in Optimal Predictions of Atomistic Properties by Kriging

(2016) Nicodemo Di Pasquale et al.   Journal of Chemical Theory and Computation

FEREBUS: Highly parallelized engine for kriging training

(2016) Nicodemo Di Pasquale et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Incorporation of local structure into kriging models for the prediction of atomistic properties in the water decamer

(2016) Stuart J Davie et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

Validation of a novel open-source work-flow for the simulation of packed-bed reactors

(2015) Gianluca Boccardo et al.   CHEMICAL ENGINEERING JOURNAL

Microscale simulation of particle deposition in porous media

(2013) Gianluca Boccardo et al.   JOURNAL OF COLLOID AND INTERFACE SCIENCE

Comparison of CFD simulations to experiment under methane steam reforming reacting conditions

(2012) Mohsen Behnam et al.   CHEMICAL ENGINEERING JOURNAL

Transport of Ferrihydrite Nanoparticles in Saturated Porous Media: Role of Ionic Strength and Flow Rate

(2012) Tiziana Tosco et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

CFD-Based Optimization of a Flooded Bed Algae Bioreactor

(2012) Justin D. Smith et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Processes in Pathogenic Biocolloidal Contaminants Transport in Saturated and Unsaturated Porous Media: A Review

(2010) Tushar Kanti Sen   WATER AIR AND SOIL POLLUTION

Experimental investigation of soot deposition in diesel particulate filters

(2009) S. Bensaid et al.   CATALYSIS TODAY

Modelling of diesel particulate filtration in wall-flow traps

(2009) S. Bensaid et al.   CHEMICAL ENGINEERING JOURNAL

CFD-based analysis of the wall effect on the pressure drop in packed beds with moderate tube/particle diameter ratios in the laminar flow regime

(2009) Theodoros Atmakidis et al.   CHEMICAL ENGINEERING JOURNAL

Numerical simulation of soot filtration and combustion within diesel particulate filters

(2009) Samir Bensaid et al.   CHEMICAL ENGINEERING SCIENCE

Modeling and CFD simulation of flow behavior and dispersivity through randomly packed bed reactors

(2008) A. Jafari et al.   CHEMICAL ENGINEERING JOURNAL

Enhanced transport of zerovalent iron nanoparticles in saturated porous media by guar gum

(2008) Alberto Tiraferri et al.   JOURNAL OF NANOPARTICLE RESEARCH

Recovery of nickel, cobalt and some salts from spent Ni-MH batteries

(2007) M.A. Rabah et al.   WASTE MANAGEMENT