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Keywords: uncertainty modeling
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2024, 146(5): 051709.
Paper No: MD-23-1484
Published Online: January 29, 2024
... learning design regression Gaussian process data-driven design design automation design optimization uncertainty modeling In mechanical design, the prevention of failures is a key objective, making it crucial to predict when and how failures might occur, as well as the associated costs...
Journal Articles
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061704.
Paper No: MD-23-1550
Published Online: December 18, 2023
... ournal of M echanical D esign . 07 08 2023 29 11 2023 30 11 2023 18 12 2023 fractional moment maximum entropy method reliability analysis polynomial modification reliability in design uncertainty analysis uncertainty modeling Structural reliability analysis...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2023, 145(10): 101701.
Paper No: MD-22-1783
Published Online: July 19, 2023
...-dimensional problem design automation reliability in design uncertainty analysis uncertainty modeling 28 12 2022 05 06 2023 08 06 2023 19 07 2023 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 1...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 011703.
Paper No: MD-22-1256
Published Online: October 31, 2022
... the solution that possesses better performance after fabrication. Fig. 10 An example of metasurface design with fabrication uncertainty modeled as uniform boundary variation [ 6 , 16 , 17 ] An example of metasurface design with fabrication uncertainty modeled as uniform boundary variation [6,16,17...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2023, 145(1): 012001.
Paper No: MD-22-1210
Published Online: October 7, 2022
... simulation-based design uncertainty modeling Natural Sciences and Engineering Research Council of Canada 10.13039/501100000038 RGPIN-2019-06601 Additive manufacturing (AM) has attracted attention due to its capability of producing complex parts and structures through the layer-by-layer...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091709.
Paper No: MD-22-1162
Published Online: August 4, 2022
... machine learning risk-based design simulation-based design uncertainty analysis uncertainty modeling As an emerging technique, autonomous ground vehicles (AGVs) have gained much attention in different applications in recent years, since they can increase traffic efficiency, reduce...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111702.
Paper No: MD-22-1115
Published Online: July 22, 2022
... 22 07 2022 model validation uncertainty correlation angle metric limited data Mahalanobis distance design validation uncertainty analysis uncertainty modeling National Natural Science Foundation of China 10.13039/501100001809 52111540267 State Key Laboratory...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091703.
Paper No: MD-21-1733
Published Online: June 13, 2022
... in the J ournal of M echanical D esign . 01 12 2021 28 04 2022 04 05 2022 13 06 2022 Gaussian processes data fusion calibration emulation manifold learning machine learning metamodeling uncertainty modeling National Aeronautics and Space Administration...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091704.
Paper No: MD-21-1740
Published Online: June 13, 2022
... sensing model updating design for manufacturing simulation-based design uncertainty analysis uncertainty modeling In an additive manufacturing (AM) process, the material is stacked in a layer-wise fashion based on a CAD model of the part geometry and a predefined slicing pattern. AM...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091705.
Paper No: MD-21-1780
Published Online: June 13, 2022
... learning metamodeling uncertainty modeling 18 12 2021 29 04 2022 04 05 2022 13 06 2022 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . Email: sayan.ghosh1@ge.com 1 Corresponding author. Email...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021712.
Paper No: MD-21-1228
Published Online: December 6, 2021
... artificial intelligence data-driven design design optimization generative design machine learning uncertainty modeling Advanced Research Projects Agency 10.13039/100009224 DE-AR0001216 Design synthesis with shape optimization is often time-consuming. After setting up a forward...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051701.
Paper No: MD-21-1123
Published Online: December 6, 2021
... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 16 03 2021 26 10 2021 27 10 2021 06 12 2021 crashworthiness simulation-based design metamodeling Bayesian optimization uncertainty modeling occupant restraint...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051704.
Paper No: MD-21-1500
Published Online: December 6, 2021
... design uncertainty analysis uncertainty modeling Traditional deterministic topology optimization (DTO) aims to achieve the optimal distribution of the predefined usable material in a certain design domain. Schemes including density-based approach [ 1 ], level-set method [ 2 , 3...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2022, 144(4): 041703.
Paper No: MD-21-1077
Published Online: November 11, 2021
... uncertainty modeling Automotive Research Center 10.13039/100008192 W56HZV-04-2-0001 Identifying a reliable mission path is important for off-road autonomous ground vehicles (AGVs) that operate under deformable and rough terrain environment [ 1 , 2 ]. Off-road AGVs could become immobile...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031701.
Paper No: MD-21-1185
Published Online: September 28, 2021
... epistemic uncertainty appropriately in engineering practice [ 14 ]. For example, some important uncertain parameters exhibit in a form of probabilistic distribution, which requires a large number of experimental samples for reliable characterization [ 15 ]. Therefore, epistemic uncertainty modeling methods...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021705.
Paper No: MD-21-1236
Published Online: September 21, 2021
... 2021 18 08 2021 20 08 2021 21 09 2021 computer-aided engineering data-driven design design automation design theory and methodology energy systems design machine learning multidisciplinary design and optimization systems design uncertainty analysis uncertainty modeling...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111701.
Paper No: MD-20-1500
Published Online: May 4, 2021
.... approximation-based optimal design multidisciplinary design and optimization simulation-based design uncertainty modeling Simulation-based design for modern engineering systems manifests two general characteristics. First, many systems contain multiple component models, which are interconnected...