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Keywords: design of experiments
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101708.
Paper No: MD-23-1722
Published Online: April 9, 2024
.... Army Research Laboratory 10.13039/100006754 W911NF-22-2-0106 data-driven design design of experiments design optimization design process machine learning simulation-based design Graphical Abstract Figure 16 10 2023 08 03 2024 09 03 2024 09 04 2024...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2024, 146(6): 061705.
Paper No: MD-23-1570
Published Online: December 18, 2023
... or the number of total design of experiment (DoE) samples reaches the allowable number, then the sequential sampling process is stopped. A flowchart of the proposed sequential sampling method is provided in Fig. 3 . Fig. 3 Flowchart of the proposed sequential sampling method Flowchart...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111703.
Paper No: MD-22-1550
Published Online: August 29, 2023
... or design team experiments. Email: kamrah@umd.edu Email: f.ghoreishi@northeastern.edu Email: ding@umd.edu Email: joelchan@umd.edu 1 Corresponding author. Email: fuge@umd.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D...
Includes: Supplementary data
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. June 2023, 145(6): 061703.
Paper No: MD-22-1200
Published Online: March 15, 2023
...: roshan@gatech.edu Email: shaowu.yuchi@gatech.edu approximation-based optimal design design of experiments metamodeling space-filling design Algorithm 1 MMED ( p , M ~ , M ¯ , n ¯ ) : Multi-Mesh Experiment Design Data: p : System input...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2023, 145(5): 051402.
Paper No: MD-22-1316
Published Online: December 13, 2022
... to focus on a single solution during the design process, a wealth of experience can make them successful [ 5 ]. By contrast, novice designers lack design experience, and even if they may have realized that the design results are flawed, they will still produce several low-quality design results [ 78 , 79...
Topics: Design
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
... computational resources. In such scenarios, one usually resorts to performing experiments in a manner that allows for maximizing one’s state-of-knowledge while satisfying the above-mentioned practical constraints. Sequential design of experiments (SDOE) is a popular suite of methods that have yielded promising...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. September 2022, 144(9): 091701.
Paper No: MD-21-1520
Published Online: June 13, 2022
... computational time is less than the widely used Dijkstra-based method. mobility reliability path planning simulation Physarum algorithm design automation design of experiments reliability in design simulation-based design Off-road autonomous ground vehicles (AGVs) and other types of robotics...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2022, 144(2): 021704.
Paper No: MD-21-1177
Published Online: September 21, 2021
... learning transfer learning surrogate model metamodel structural design approximation-based optimal design conceptual design design methodology design of experiments design representation expert systems machine learning metamodeling simulation-based design structural optimization...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. December 2021, 143(12): 121702.
Paper No: MD-21-1034
Published Online: June 9, 2021
..., the accuracy of the surrogate model is dependent upon whether the sample set can reflect the main characteristics of the true function. Therefore, the design of experiments (DoE) which is used to identify the optimal sample locations plays an important role in establishing a surrogate model with acceptable...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. February 2021, 143(2): 021705.
Paper No: MD-19-1886
Published Online: September 17, 2020
... = covariance of HF and LF sample matrices P h and P l S 22 = variance of LF sample matrix P l X h = HF input matrix X l = lLF input matrix r 2 = correlation of HF and LF models DoEs = design of experiments...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011706.
Paper No: MD-19-1928
Published Online: August 11, 2020
... selection within the parameter space is paramount. Numerous design of experiments (DOE) methodologies have been developed with the aim of identifying the optimal sample set to capture the system of interest. Adaptive sampling techniques are a subclass of DOE methods that identify optimal locations for new...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031108.
Paper No: MD-19-1410
Published Online: December 23, 2019
...@smail.iitm.ac.in Email: danfrey@mit.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 09 06 2019 01 11 2019 04 11 2019 05 12 2019 decision theory design of experiments design optimization design theory...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2020, 142(5): 051402.
Paper No: MD-19-1049
Published Online: November 20, 2019
...: yimingzhang521@ufl.edu Email: nkim@ufl.edu Email: haftka@ufl.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 23 01 2019 12 07 2019 17 07 2019 02 08 2019 design of experiments surrogate model...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2020, 142(3): 031119.
Paper No: MD-19-1187
Published Online: November 1, 2019
... of the U.S. Government. ASME disclaims all interest in the U.S. Government’s contributions. 08 03 2019 28 09 2019 01 10 2019 14 10 2019 system reliability dependence accelerated life tests resources allocation design automation design of experiments reliability in design...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 071102.
Paper No: MD-18-1825
Published Online: March 28, 2019
... not find any correlation between gender or gender diversity and creativity scores. Portions of this paper and data have been previously presented at the ASME IDETC 2018 Conference (J. Kang et al., “Exploring the use of a full factorial design of experiment method to study design briefs for creative...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2018, 140(11): 111408.
Paper No: MD-18-1265
Published Online: September 7, 2018
... as inputs to closely examine the effects of material morphology on performance. Optimal design of the microstructure is obtained subsequently using the metamodel. Collaborative design Design for manufacturing Design of experiments Design optimization Solar energy Design of nanostructured...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. October 2018, 140(10): 101401.
Paper No: MD-18-1119
Published Online: July 24, 2018
... , 45 ( 3 ), pp. 587 – 597 . 10.1007/s11135-010-9315-y [26] Guo , H. , and Mettas , A. , 2007 , “ Improved Reliability Using Accelerated Degradation & Design of Experiments ,” IEEE Annual Reliability and Maintainability Symposium , Orlando, FL, Jan. 22–25, pp. 446 – 450 . 10.1109...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. August 2018, 140(8): 081402.
Paper No: MD-17-1747
Published Online: June 1, 2018
... for publication in the J OURNAL OF M ECHANICAL D ESIGN . Manuscript received November 8, 2017; final manuscript received April 18, 2018; published online June 1, 2018. Assoc. Editor: Samy Missoum. 08 11 2017 18 04 2018 Design of experiments Metamodeling Reliability in design Simulation...
Journal Articles
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. January 2018, 140(1): 011401.
Paper No: MD-16-1742
Published Online: November 9, 2017
... . Manuscript received November 5, 2016; final manuscript received September 5, 2017; published online November 9, 2017. Assoc. Editor: Gary Wang. 05 11 2016 05 09 2017 Computational geometry computer-aided design computer-aided engineering Design of experiments Metamodeling systems...