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Keywords: machine learning for engineering applications
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Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041013.
Paper No: JCISE-22-1276
Published Online: January 23, 2023
... optimization machine learning for engineering applications Copyright © 2023 by ASME 2023 American Society of Mechanical Engineers 1530-9827/2023/23(4)/041013/13/ $25.00 ...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041010.
Paper No: JCISE-22-1113
Published Online: January 17, 2023
... machine learning for engineering applications process modeling for engineering applications References [1] SIA , 2021 , “ 2021 State of the U.S. Semiconductor Industry ,” https://www.semiconductors.org/state-of-the-u-s-semiconductor-industry [2] WSTS , 2021 , “ World...
Journal Articles
Accepted Manuscript
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-22-1222
Published Online: January 11, 2023
.../app9183750. [51] Szoke, Máté, Nurani Hari, Nandita, Devenport, William J., Glegg, Stewart A. and Teschner, Tom-Robin. Flow Field Analysis Around Pressure Shielding Structures. (2021): pp. 1 25DOI 10.2514/6.2021-2293. 10.1145/166117.166151. , 18 Copyright © 2022 by ASME Machine Learning for Engineering...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041004.
Paper No: JCISE-22-1259
Published Online: January 9, 2023
... Email: aragrawa@andrew.cmu.edu 1 Corresponding author. Email: ccm@cmu.edu reinforcement learning variable-fidelity models deep neural network surrogates design automation computational synthesis machine learning for engineering applications References [1] Li...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041005.
Paper No: JCISE-22-1187
Published Online: January 9, 2023
... data-driven engineering machine learning for engineering applications References [1] Gao , Y. , Zhang , Q. , and Kong , X. , 2003 , “ Wavelet–Based Pressure Analysis for Hydraulic Pump Health Diagnosis ,” Trans. ASAE , 46 ( 4 ), p. 969 . 10.13031/2013.13952...
Includes: Supplementary data
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041006.
Paper No: JCISE-22-1193
Published Online: January 9, 2023
... Corresponding author. Email: dsharma@iitg.ac.in Email: anand.ashish@iitg.ac.in machine learning for engineering applications CNN LSTM C-MAPSS offset analysis remaining useful life prediction References [1] Chen , B. , Wan , J. , Shu , L. , Li , P. , Mukherjee...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031011.
Paper No: JCISE-22-1201
Published Online: December 12, 2022
... and I nformation S cience in E ngineering . 16 06 2022 30 08 2022 31 08 2022 12 12 2022 knowledge representation theoretical knowledge Bayesian inference item response theory engineering informatics inverse methods for engineering applications machine learning...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031008.
Paper No: JCISE-22-1159
Published Online: December 9, 2022
... artificial intelligence computational foundations for additive manufacturing data-driven engineering machine learning for engineering applications model-based systems engineering Data-driven approaches such as machine learning (ML) have shown their power in various engineering applications [ 1...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031010.
Paper No: JCISE-22-1138
Published Online: December 9, 2022
... industrial internet of things machine learning for engineering applications qualification verification and validation of computational models When designing a new vehicle, vertical wheel force (i.e., the vertical force acting at a wheel center) is one of the important quantities to assess...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030902.
Paper No: JCISE-22-1260
Published Online: December 9, 2022
... engineering machine learning for engineering applications process modeling for engineering applications 30 07 2022 05 11 2022 07 11 2022 09 12 2022 Copyright © 2022 by ASME 2022 American Society of Mechanical Engineers 1530-9827/2022/23(3)/030902/6/ $25.00 ...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011012.
Paper No: JCISE-22-1123
Published Online: November 8, 2022
... intelligence physics-based simulation uncertainty quantification physics-constrained neural network Bayesian neural network dual-dimer method machine learning for engineering applications Neural networks are effective tools to build surrogate models of complex systems to approximate the unknown...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011011.
Paper No: JCISE-22-1017
Published Online: October 20, 2022
... of C omputing and I nformation S cience in E ngineering . 15 01 2022 01 09 2022 02 09 2022 20 10 2022 artificial intelligence data-driven engineering engineering informatics machine learning for engineering applications multiphysics modeling and simulation...
Journal Articles
Article Type: Review Articles
J. Comput. Inf. Sci. Eng. December 2022, 22(6): 060902.
Paper No: JCISE-22-1031
Published Online: October 10, 2022
... data science big data and analytics computer aided design data-driven engineering machine learning for engineering applications References [1] Altshuller , G. S. , and Rafael , B. S. , 1956 , “ Psychology of Inventive Creativity ,” Issues Psychol. , 6 , pp. 37...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011008.
Paper No: JCISE-22-1131
Published Online: September 27, 2022
... multi-fidelity support vector machines probability of model inconsistency heat exchangers machine learning for engineering applications Over the past two decades, the engineering design process has become increasingly driven by numerical simulations. As a consequence, multiple numerical...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011009.
Paper No: JCISE-22-1149
Published Online: September 27, 2022
... nformation S cience in E ngineering . 23 04 2022 01 09 2022 02 09 2022 27 09 2022 data-driven engineering inverse methods for engineering applications machine learning for engineering applications physics-based simulations qualification, verification and validation...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011006.
Paper No: JCISE-22-1121
Published Online: September 15, 2022
... applications machine learning for engineering applications model-based systems engineering multi-physics modeling and simulation physics-based simulations In many engineering applications, physics-based computational models are used to analyze the system behavior under different operating...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031006.
Paper No: JCISE-22-1055
Published Online: September 1, 2022
... aerodynamic simulations with large number of mesh points become very inefficient due to slow turnaround times [ 3 ]. inverse methods for engineering applications machine learning for engineering applications 09 02 2022 22 05 2022 23 05 2022 01 09 2022 Contributed...
Journal Articles
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 034501.
Paper No: JCISE-21-1402
Published Online: August 8, 2022
... intelligence big data and analytics computer aided engineering data-driven engineering machine learning for engineering applications As a numerical computation method, finite element method (FEM) is widely used in scientific research [ 1 , 2 ] and engineering applications, such as structural...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031001.
Paper No: JCISE-21-1424
Published Online: August 8, 2022
.... To address this, we additionally propose a filtering approach to remove off-topic or low quality documents. failure analysis natural language processing design failure mechanisms information management knowledge engineering machine learning for engineering applications 13 12 2021 23...
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021015.
Paper No: JCISE-22-1024
Published Online: July 21, 2022
... 2022 Email: hasmet@cankaya.edu.tr Email: eyupkocak@cankaya.edu.tr Email: eayli@cankaya.edu.tr wake active control cylinder SVM GPR ANN computational foundations for engineering optimization machine learning for engineering applications References [1] Choi...