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A hybrid science‐guided machine learning approach for modeling chemical processes: A review

AIChE journal, 2022-05, Vol.68 (5), p.n/a

2022

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Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing

1, 2023

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Precipitation of iron in multicrystalline silicon during annealing

Journal of applied physics, 2014-03, Vol.115 (11)

2014

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Integrated Process Modeling and Product Design of Biodiesel Manufacturing

Industrial & engineering chemistry research, 2010-02, Vol.49 (3), p.1197-1213

2010

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Maturation of mast cell progenitors to mucosal mast cells during allergic pulmonary inflammation in mice

Mucosal immunology, 2015-05, Vol.8 (3), p.596-606

2015

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Nonequilibrium "melting" of a charge density wave insulator via an ultrafast laser pulse

Physical review letters, 2014-05, Vol.112 (17), p.176404-176404, Article 176404

2014

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3‐D imaging, illustration, and quantitation of enteric glial network in transparent human colon mucosa

Neurogastroenterology and motility, 2013-05, Vol.25 (5), p.e324-e338

2013

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Calculation of Projected Bond-Orientational Order Parameters to Quantify Local Symmetries from Transmission Diffraction Data

Physical review letters, 2016-05, Vol.116 (20), p.205501-205501, Article 205501

2016

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Predictive Modeling of Large-Scale Integrated Refinery Reaction and Fractionation Systems from Plant Data. Part 2: Fluid Catalytic Cracking (FCC) Process

Energy & fuels, 2011-11, Vol.25 (11), p.5298-5319

2011

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Refinery engineering: integrated process modeling and optimization

1st ed., 2013

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Predictive Modeling of Large-Scale Integrated Refinery Reaction and Fractionation Systems from Plant Data. Part 3: Continuous Catalyst Regeneration (CCR) Reforming Process

Energy & fuels, 2011-11, Vol.25 (11), p.5320-5344

2011

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110th Anniversary: An Effective Methodology for Kinetic Parameter Estimation for Modeling Commercial Polyolefin Processes from Plant Data Using Efficient Simulation Software Tools

Industrial & engineering chemistry research, 2019-08, Vol.58 (31), p.14209-14226

2019

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Impurity gettering effect of atomic layer deposited aluminium oxide films on silicon wafers

Applied physics letters, 2017-05, Vol.110 (19)

2017

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110th Anniversary: Ensemble-Based Machine Learning for Industrial Fermenter Classification and Foaming Control

Industrial & engineering chemistry research, 2019-09, Vol.58 (36), p.16719-16729

2019

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Optical clearing improves the imaging depth and signal‐to‐noise ratio for digital analysis and three‐dimensional projection of the human enteric nervous system

Neurogastroenterology and motility, 2011-10, Vol.23 (10), p.e446-e457

2011

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Predictive Modeling of Large-Scale Integrated Refinery Reaction and Fractionation Systems from Plant Data. Part 1: Hydrocracking Processes

Energy & fuels, 2011-11, Vol.25 (11), p.5264-5297

2011

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Helping our patients take HIV pre‐exposure prophylaxis (PrEP): a systematic review of adherence interventions

HIV medicine, 2014-08, Vol.15 (7), p.385-395

2014

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Large-Scale Industrial Fermenter Foaming Control: Automated Machine Learning for Antifoam Prediction and Defoaming Process Implementation

Industrial & engineering chemistry research, 2022-04, Vol.61 (15), p.5227-5238

2022

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Theoretical description of time-resolved pump/probe photoemission in TaS2: a single-band DFT+DMFT(NRG) study within the quasiequilibrium approximation

Physica Status Solidi (b), 2009-05, Vol.246 (5), p.948-954

2009

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Analyzing the occurrence of foaming in batch fermentation processes using multiway partial least square approaches

AIChE journal, 2023-12, Vol.69 (12)

2023

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Selection of Prediction Methods for Thermophysical Properties for Process Modeling and Product Design of Biodiesel Manufacturing

Industrial & engineering chemistry research, 2011-06, Vol.50 (11), p.6809-6836

2011

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A memristor-based transient chaotic neural network model and its application

Journal of applied physics, 2019-09, Vol.126 (11)

2019

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Differential expression of cell surface molecules in prostate cancer cells

Cancer research (Chicago, Ill.), 2000-07, Vol.60 (13), p.3429-3434

LIU, A. Y

2000

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Gettering of interstitial iron in silicon by plasma-enhanced chemical vapour deposited silicon nitride films

Journal of applied physics, 2016-11, Vol.120 (19)

2016

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Step-Growth Polymerization Process Modeling and Product Design

1, 2008

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A hybrid science‐guided machine learning approach for modeling chemical processes: A review

Integrated Process Modeling, Advanced Control and Data Analytics for Optimizing Polyolefin Manufacturing

Precipitation of iron in multicrystalline silicon during annealing

Integrated Process Modeling and Product Design of Biodiesel Manufacturing

Maturation of mast cell progenitors to mucosal mast cells during allergic pulmonary inflammation in mice

Nonequilibrium "melting" of a charge density wave insulator via an ultrafast laser pulse

3‐D imaging, illustration, and quantitation of enteric glial network in transparent human colon mucosa

Calculation of Projected Bond-Orientational Order Parameters to Quantify Local Symmetries from Transmission Diffraction Data

Predictive Modeling of Large-Scale Integrated Refinery Reaction and Fractionation Systems from Plant Data. Part 2: Fluid Catalytic Cracking (FCC) Process

Refinery engineering: integrated process modeling and optimization

Predictive Modeling of Large-Scale Integrated Refinery Reaction and Fractionation Systems from Plant Data. Part 3: Continuous Catalyst Regeneration (CCR) Reforming Process

110th Anniversary: An Effective Methodology for Kinetic Parameter Estimation for Modeling Commercial Polyolefin Processes from Plant Data Using Efficient Simulation Software Tools

Impurity gettering effect of atomic layer deposited aluminium oxide films on silicon wafers

110th Anniversary: Ensemble-Based Machine Learning for Industrial Fermenter Classification and Foaming Control

Optical clearing improves the imaging depth and signal‐to‐noise ratio for digital analysis and three‐dimensional projection of the human enteric nervous system

Predictive Modeling of Large-Scale Integrated Refinery Reaction and Fractionation Systems from Plant Data. Part 1: Hydrocracking Processes

Helping our patients take HIV pre‐exposure prophylaxis (PrEP): a systematic review of adherence interventions

Large-Scale Industrial Fermenter Foaming Control: Automated Machine Learning for Antifoam Prediction and Defoaming Process Implementation

Theoretical description of time-resolved pump/probe photoemission in TaS2: a single-band DFT+DMFT(NRG) study within the quasiequilibrium approximation

Analyzing the occurrence of foaming in batch fermentation processes using multiway partial least square approaches

Selection of Prediction Methods for Thermophysical Properties for Process Modeling and Product Design of Biodiesel Manufacturing

A memristor-based transient chaotic neural network model and its application

Differential expression of cell surface molecules in prostate cancer cells

Gettering of interstitial iron in silicon by plasma-enhanced chemical vapour deposited silicon nitride films

Step-Growth Polymerization Process Modeling and Product Design

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