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Keywords: Machine Learning for Engineering Applications
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Journal Articles
Accepted Manuscript
John Michopoulos, Anindya Bhaduri, Francisco Chinesta, Elias Cueto, Dehao Liu, Sandipp Krishnan Ravi, Jian-Xun Wang
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1524
Published Online: October 4, 2024
... Data-Driven engineering Machine Learning for Engineering Applications Journal of Computing and Information Science in Engineering. Received September 30, 2024; Accepted manuscript posted October 01, 2024. doi:10.1115/1.4066791 Copyright © 2024 by ASME Guest Editorial ASME Journal of Computing...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1283
Published Online: October 3, 2024
... Engineering Machine Learning for Engineering Applications Journal of Computing and Information Science in Engineering. Received May 28, 2024; Accepted manuscript posted September 24, 2024. doi:10.1115/1.4066773 Copyright © 2024 by ASME Accepted Manuscript Not Copyedited A Conceptual Design Method based...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1207
Published Online: September 30, 2024
...: brandon.stewart.cramer@autodesk.com Email: ccm@cmu.edu Artificial Intelligence Data-Driven engineering Machine Learning for Engineering Applications Journal of Computing and Information Science in Engineering. Received April 19, 2024; Accepted manuscript posted September 19, 2024. doi:10.1115/1.4066730...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1573
Published Online: September 19, 2024
.... Sci., 10, pp.1696-10. [27] Fu, L., Ma, Z., Wu, D., Liu, J., Xu, F., Zhong, Q., Zhu, T., 2022, Bearing Cog: A Bearing Fault Diagnosis Method under Variable Operational Conditions, Appl. Sci., 12, pp. 524015. Accepted Manuscript Not Copyedited Machine Learning for Engineering Applications Model...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Review Articles
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1227
Published Online: September 18, 2024
... Foundations for Additive Manufacturing Data-Driven engineering Machine Learning for Engineering Applications Accepted Manuscript Not Copyedited Journal of Computing and Information Science in Engineering. Received April 25, 2024; Accepted manuscript posted September 01, 2024. doi:10.1115/1.4066575...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111008.
Paper No: JCISE-23-1278
Published Online: August 6, 2024
... artificial intelligence data-driven engineering inverse methods for engineering applications machine learning for engineering applications 08 06 2023 28 09 2023 29 09 2023 06 08 2024 1 Corresponding author. Email: raminb@uci.edu Email: zzanjani@uci.edu Email...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111007.
Paper No: JCISE-23-1423
Published Online: August 6, 2024
...-NA-0003525 data-driven engineering machine learning for engineering applications stress representations tensor basis neural networks Graphical Abstract Figure 21 08 2023 22 01 2024 22 01 2024 06 08 2024 This work is in part a work of the U.S...
Journal Articles
Engineering-Guided Deep Learning of Melt-Pool Dynamics for Additive Manufacturing Quality Monitoring
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101002.
Paper No: JCISE-23-1574
Published Online: August 6, 2024
... Abstract Figure feature learning engineering knowledge process monitoring quality control additive manufacturing melt pool artificial intelligence data-driven engineering engineering informatics machine learning for engineering applications National Institute of Standards...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2024, 24(10): 101003.
Paper No: JCISE-24-1070
Published Online: August 6, 2024
... 06 08 2024 Graphical Abstract Figure artificial intelligence machine learning for engineering applications Floods are one of the most critical and frequently occurring calamities across different parts of the world. In the decade spanning from 2010 to 2019, the global...
Journal Articles
Accepted Manuscript
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1176
Published Online: July 31, 2024
... Email: zihan.5.wang@uconn.edu 05 04 2024 16 07 2024 27 07 2024 31 07 2024 Artificial Intelligence Computer Aided Design Machine Learning for Engineering Applications Topology and Shape Optimization National Science Foundation 10.13039/100000001 CMMI-2142290...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111001.
Paper No: JCISE-23-1151
Published Online: July 22, 2024
... 2023 06 10 2023 22 07 2024 computational foundations for additive manufacturing data-driven engineering engineering informatics machine learning for engineering applications process modeling for engineering applications Additive manufacturing (AM) technologies are a class...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111002.
Paper No: JCISE-23-1295
Published Online: July 22, 2024
... machine learning for engineering applications physics-based simulations 22 06 2023 11 10 2023 12 10 2023 22 07 2024 1 Jake Janssen and Ghadir Haikal are co-first authors, as they contributed equally to this work. 2 Corresponding author. Email: matthew.kirby...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111003.
Paper No: JCISE-23-1369
Published Online: July 22, 2024
... such as stability, accuracy, and computational cost. artificial intelligence machine learning for engineering applications physics-based simulations 17 07 2023 26 10 2023 31 10 2023 22 07 2024 1 Corresponding author. Email: na7fp@virginia.edu Email: mnabian@nvidia.com...
Journal Articles
Ricardo Ortiz, Piedad Miranda-Chiquito, Angel Encalada-Davila, Luis E. Marquez, Christian Tutiven, Eleni Chatzi, Christian E. Silva
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 091002.
Paper No: JCISE-24-1035
Published Online: July 5, 2024
... artificial intelligence machine learning for engineering applications multiphysics modeling and simulation physics-based simulations Decision support for optimal operation and maintenance (O&M) of bearing systems in rotational machinery is the key to optimal operation of such systems around...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 090902.
Paper No: JCISE-23-1282
Published Online: June 7, 2024
... Email: 815481423@qq.com 13 06 2023 15 02 2024 15 02 2024 07 06 2024 Graphical Abstract Figure machine learning for engineering applications micogrid power supply and demand energy storage system With the improvement of people’s living standards...
Journal Articles
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 084504.
Paper No: JCISE-23-1555
Published Online: June 7, 2024
... monitoring two-stage cylinders artificial intelligence data-driven engineering machine learning for engineering applications References [1] “Advantages of Using a Hydraulic System,” https://www.yukeneurope.com/advantages-of-using-a-hydraulic-system/ , Accessed September 6, 2021. [2...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 081004.
Paper No: JCISE-23-1071
Published Online: May 31, 2024
... entropy multiagent deep reinforcement learning artificial intelligence engineering informatics machine learning for engineering applications Self-organizing systems (SOS) can consist of simple agents that work cooperatively to achieve complex system-level behaviors without requiring global...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 061006.
Paper No: JCISE-24-1025
Published Online: May 9, 2024
... probabilistic learning uncertainty quantification nonlinear stochastic dynamics surrogate model partial information statistical inverse problem nozzle machine learning for engineering applications data-driven engineering inverse methods for engineering applications physics-based simulations...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 061003.
Paper No: JCISE-23-1426
Published Online: April 23, 2024
.... National Aeronautics and Space Administration 10.13039/100000104 80NSSC19K1052 artificial intelligence data-driven engineering engineering informatics machine learning for engineering applications Graphical Abstract Figure 22 08 2023 27 02 2024 29 02 2024 23...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 060903.
Paper No: JCISE-23-1460
Published Online: April 22, 2024
... 03 2024 11 03 2024 22 04 2024 Graphical Abstract Figure additive manufacturing generative models denoising diffusion implicit model kernel inception distance layer-wise monitoring artificial intelligence machine learning for engineering applications process...
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