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Journal Articles

Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating

Marie-Jo Azzi, Chady Ghnatios, Philip Avery, Charbel Farhat
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011009.
Paper No: JCISE-22-1149
https://doi.org/10.1115/1.4055546
Published Online: September 27, 2022
View Article titled, Acceleration of a Physics-Based Machine Learning Approach for Modeling and Quantifying Model-Form Uncertainties and Performing Model Updating
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Topics: Approximation, Computer simulation, Construction, Dimensions, Machine learning, Modeling, Nozzles, Physics, Robustness, Simulation
Journal Articles

Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling

Tim Brix Nerenst, Martin Ebro, Morten Nielsen, Kanishk Bhadani, Gauti Asbjörnsson, Tobias Eifler, Kim Lau Nielsen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 040902.
Paper No: JCISE-21-1325
https://doi.org/10.1115/1.4053074
Published Online: February 7, 2022
View Article titled, Sequential Design Process for Screening and Optimization of Robustness and Reliability Based on Finite Element Analysis and Meta-Modeling
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Topics: Design, Finite element analysis, Optimization, Robustness, Simulation, Reliability, Experimental design, Metamodeling, Failure
Journal Articles

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Hao Ji, Yan Jin
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021010.
Paper No: JCISE-20-1328
https://doi.org/10.1115/1.4052800
Published Online: December 9, 2021
View Article titled, Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning
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Topics: Algorithms, Artificial neural networks, Design, Reinforcement learning, Robustness, Self-organization, Simulation, Stability, Teams, Testing
Journal Articles

An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions

Tingting Xia, Mian Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2021, 21(4): 041010.
Paper No: JCISE-20-1200
https://doi.org/10.1115/1.4049996
Published Online: February 23, 2021
View Article titled, An Efficient Multi-Objective Robust Optimization Method by Sequentially Searching From Nominal Pareto Solutions
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Topics: Optimization, Robustness, Uncertainty, Design, Pareto optimization
Journal Articles

NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation

Ali Al-Dulaimi, Soheil Zabihi, Amir Asif, Arash Mohammed
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021012.
Paper No: JCISE-19-1182
https://doi.org/10.1115/1.4045491
Published Online: January 8, 2020
View Article titled, NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation
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Topics: Artificial neural networks, Service life (Equipment), NASA, Robustness, Architecture, Noise (Sound)
Journal Articles

Soft Sensing for Gas-Condensate Field Production Using Parallel-Genetic-Algorithm-Based Data Reconciliation

Dan Wang, Jing Gong, Qi Kang, Di Fan, Juheng Yang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2019, 19(4): 044501.
Paper No: JCISE-18-1333
https://doi.org/10.1115/1.4043671
Published Online: June 7, 2019
View Article titled, Soft Sensing for Gas-Condensate Field Production Using Parallel-Genetic-Algorithm-Based Data Reconciliation
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Topics: Algorithms, Condensed matter, Errors, Flowmeters, Manufacturing systems, Pressure sensors, Robustness, Sensors, Weight (Mass), Two-phase flow
Journal Articles

Data Processing for Medial Axis Computation Using B-Spline Smoothing

Les A. Piegl, Parikshit Kulkarni, Khairan Rajab
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2014, 14(4): 041002.
Paper No: JCISE-14-1011
https://doi.org/10.1115/1.4027991
Published Online: September 1, 2014
View Article titled, Data Processing for Medial Axis Computation Using B-Spline Smoothing
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Topics: Algorithms, B-splines, Computation, Robustness, Fittings, Errors
Journal Articles

Assembly-Free Large-Scale Modal Analysis on the Graphics-Programmable Unit

Praveen Yadav, Krishnan Suresh
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2013, 13(1): 011003.
Paper No: JCISE-12-1108
https://doi.org/10.1115/1.4023168
Published Online: January 7, 2013
View Article titled, Assembly-Free Large-Scale Modal Analysis on the Graphics-Programmable Unit
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Topics: Algorithms, Bubbles, Eigenvalues, Graphics processing units, Manufacturing, Modal analysis, Degrees of freedom, Finite element analysis, Gears, Robustness
Journal Articles

Robust Optimization of Mixed-Integer Problems Using NURBs-Based Metamodels

John C. Steuben, Cameron J. Turner
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. December 2012, 12(4): 041010.
https://doi.org/10.1115/1.4007988
Published Online: December 11, 2012
View Article titled, Robust Optimization of Mixed-Integer Problems Using NURBs-Based Metamodels
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Topics: Optimization, Robustness, Design, Robots
Journal Articles

Virtual Prototyping and Motion Simulation with ADAMS

Zhe Li, Sridhar Kota
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Software Reviews
J. Comput. Inf. Sci. Eng. September 2001, 1(3): 276–279.
https://doi.org/10.1115/1.1412231
Published Online: September 1, 2001
View Article titled, Virtual Prototyping and Motion Simulation with ADAMS
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Topics: Computer software, Computer-aided design, Design, Simulation, Springs, Robustness
Journal Articles

Robustness in Geometric Computations

Christoph M. Hoffmann
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Papers
J. Comput. Inf. Sci. Eng. June 2001, 1(2): 143–155.
https://doi.org/10.1115/1.1375815
Published Online: March 1, 2001
View Article titled, Robustness in Geometric Computations
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Topics: Algorithms, Computation, Robustness, Polynomials