How Data-Driven Modeling Methods like Neural Networks can help to integrate different Types of Data into Reservoir Management

Mapping Intimacies ◽

10.2118/68163-ms ◽

2001 ◽

Cited By ~ 6

Author(s):

M. Stundner ◽

J.S. Al-Thuwaini

Keyword(s):

Neural Networks ◽

Reservoir Management ◽

Data Driven ◽

Modeling Methods ◽

Different Types ◽

Data Driven Modeling

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Data-driven modeling for boiling heat transfer: Using deep neural networks and high-fidelity simulation results

Applied Thermal Engineering ◽

10.1016/j.applthermaleng.2018.08.041 ◽

2018 ◽

Vol 144 ◽

pp. 305-320 ◽

Cited By ~ 18

Author(s):

Yang Liu ◽

Nam Dinh ◽

Yohei Sato ◽

Bojan Niceno

Keyword(s):

Heat Transfer ◽

Neural Networks ◽

Boiling Heat Transfer ◽

Deep Neural Networks ◽

Data Driven ◽

High Fidelity ◽

High Fidelity Simulation ◽

Simulation Results ◽

Data Driven Modeling

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Evolving General Regression Neural Networks using Limited Incremental Evolution for Data-Driven Modeling of Non-linear Dynamic Systems

2018 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2018.8628909 ◽

2018 ◽

Cited By ~ 3

Author(s):

Ahmad Jobran Al-Mahasneh ◽

Sreenatha G. Anavatti ◽

Matthew A. Garratt ◽

Mahardhika Pratama

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Data Driven ◽

Linear Dynamic Systems ◽

Linear Dynamic ◽

Incremental Evolution ◽

Non Linear ◽

General Regression Neural Networks ◽

Data Driven Modeling ◽

General Regression

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Data-Driven Modeling and Optimization of Semibatch Reactors Using Artificial Neural Networks†

Industrial & Engineering Chemistry Research ◽

10.1021/ie0305521 ◽

2004 ◽

Vol 43 (23) ◽

pp. 7539-7551 ◽

Cited By ~ 10

Author(s):

K. Yamuna Rani ◽

Sachin C. Patwardhan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Data Driven ◽

Modeling And Optimization ◽

Artificial Neural ◽

Data Driven Modeling

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Small data-driven modeling of forming force in single point incremental forming using neural networks

Engineering With Computers ◽

10.1007/s00366-019-00781-6 ◽

2019 ◽

Vol 36 (4) ◽

pp. 1589-1597

Author(s):

Zhaobing Liu ◽

Yanle Li

Keyword(s):

Neural Networks ◽

Incremental Forming ◽

Single Point ◽

Data Driven ◽

Small Data ◽

Single Point Incremental Forming ◽

Forming Force ◽

Data Driven Modeling

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Data‐Driven Modeling of Biodiesel Production using Artificial Neural Networks

Chemical Engineering & Technology ◽

10.1002/ceat.202000434 ◽

2021 ◽

Author(s):

Anitha Mogilicharla ◽

P Swapna Reddy

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Biodiesel Production ◽

Data Driven ◽

Artificial Neural ◽

Data Driven Modeling

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Forecasting daily pollen concentrations using data-driven modeling methods in Thessaloniki, Greece

Atmospheric Environment ◽

10.1016/j.atmosenv.2010.09.006 ◽

2010 ◽

Vol 44 (39) ◽

pp. 5101-5111 ◽

Cited By ~ 37

Author(s):

Dimitris Voukantsis ◽

Harri Niska ◽

Kostas Karatzas ◽

Marina Riga ◽

Athanasios Damialis ◽

...

Keyword(s):

Data Driven ◽

Modeling Methods ◽

Pollen Concentrations ◽

Using Data ◽

Data Driven Modeling

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Development and evaluation of data-driven modeling for bubble size in turbulent air-water bubbly flows using artificial multi-layer neural networks

Chemical Engineering Science ◽

10.1016/j.ces.2019.115357 ◽

2020 ◽

Vol 213 ◽

pp. 115357

Author(s):

Hokyo Jung ◽

Serin Yoon ◽

Youngjae Kim ◽

Jun Ho Lee ◽

Hyungmin Park ◽

...

Keyword(s):

Neural Networks ◽

Bubble Size ◽

Bubbly Flows ◽

Data Driven ◽

Data Driven Modeling ◽

Evaluation Of Data

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Data-driven modeling of isotropic haptic textures using frequency-decomposed neural networks

2015 IEEE World Haptics Conference (WHC) ◽

10.1109/whc.2015.7177703 ◽

2015 ◽

Cited By ~ 4

Author(s):

Sunghwan Shin ◽

Reza Haghighi Osgouei ◽

Ki-Duk Kim ◽

Seungmoon Choi

Keyword(s):

Neural Networks ◽

Data Driven ◽

Data Driven Modeling

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Data-driven Modeling of an Industrial Ethylene Oxide Plant: Superstructure-based Optimal Design for Artificial Neural Networks

31st European Symposium on Computer Aided Process Engineering - Computer Aided Chemical Engineering ◽

10.1016/b978-0-323-88506-5.50070-x ◽

2021 ◽

pp. 445-450

Author(s):

Hasan Sildir ◽

Sahin Sarrafi ◽

Erdal Aydin

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Optimal Design ◽

Ethylene Oxide ◽

Data Driven ◽

Artificial Neural ◽

Data Driven Modeling

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Exploring the Data-Driven Modeling Methods for Electrochemical Migration Failure of Printed Circuit Board

2019 Prognostics and System Health Management Conference (PHM-Paris) ◽

10.1109/phm-paris.2019.00025 ◽

2019 ◽

Cited By ~ 2

Author(s):

Yilin Zhou ◽

Lu Yang ◽

Ying Li ◽

Wenrui Lu

Keyword(s):

Printed Circuit Board ◽

Circuit Board ◽

Data Driven ◽

Electrochemical Migration ◽

Printed Circuit ◽

Modeling Methods ◽

Data Driven Modeling

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