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Gary M. Stump
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Journal Articles

Route-Based Energy Analysis of Hybrid Rail Consists

Nitisha Ahuja, Jay D. Martin, Michael A. Yukish, Gary M. Stump, Lorri A. Bennett, Bryan W. Schlake, Joel R. Anstrom, Christopher D. Rahn
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. January 2024, 146(1): 011103.
Paper No: DS-23-1105
https://doi.org/10.1115/1.4064091
Published Online: December 11, 2023
View Article titled, Route-Based Energy Analysis of Hybrid Rail Consists
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Topics: Batteries, Locomotives, Fuels, Rails
Proceedings Papers

Route Based Fuel Savings of Freight Train Hybridization

Nitisha Ahuja, Jay D. Martin, Michael A. Yukish, Gary M. Stump, Lorri A. Bennett, Bryan W. Schlake, Joel R. Anstrom, Christopher D. Rahn
Proc. ASME. IDETC-CIE2023, Volume 1: 25th International Conference on Advanced Vehicle Technologies (AVT), V001T01A005, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-114683
https://doi.org/10.1115/DETC2023-114683
View Paper titled, Route Based Fuel Savings of Freight Train Hybridization
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Topics: Batteries, Fuels, Locomotives, Trains, Diesel, Fuel consumption, Diesel engines, Fuel efficiency, Rails, Computation
Proceedings Papers

Using Deep Learning to Simulate Multi-Disciplinary Design Teams

Gary M. Stump, Michael Yukish, Jonathan Cagan, Christopher McComb
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A016, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70596
https://doi.org/10.1115/DETC2021-70596
View Paper titled, Using Deep Learning to Simulate Multi-Disciplinary Design Teams
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Topics: Design, Teams
Journal Articles

Using Recurrent Neural Networks to Model Spatial Grammars for Design Creation

Michael A Yukish, Gary M Stump, Simon W Miller
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. October 2020, 142(10): 104501.
Paper No: MD-19-1284
https://doi.org/10.1115/1.4046806
Published Online: May 8, 2020
View Article titled, Using Recurrent Neural Networks to Model Spatial Grammars for Design Creation
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Topics: Artificial neural networks, Design, String
Journal Articles

Spatial Grammar-Based Recurrent Neural Network for Design Form and Behavior Optimization

Gary M. Stump, Simon W. Miller, Michael A. Yukish, Timothy W. Simpson, Conrad Tucker
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. December 2019, 141(12): 124501.
Paper No: MD-19-1169
https://doi.org/10.1115/1.4044398
Published Online: September 30, 2019
View Article titled, Spatial Grammar-Based Recurrent Neural Network for Design Form and Behavior Optimization
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Topics: Design, Optimization
Proceedings Papers

Employing Multidimensional Data Visualization Tools to Assess the Impact of Constraint Uncertainties on Complex Design Problems

Gary M. Stump, Simon W. Miller, Michael A. Yukish, Christopher M. Farrell
Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A016, August 6–9, 2017
Publisher: American Society of Mechanical Engineers
Paper No: DETC2017-67902
https://doi.org/10.1115/DETC2017-67902
View Paper titled, Employing Multidimensional Data Visualization Tools to Assess the Impact of Constraint Uncertainties on Complex Design Problems
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Topics: Design, Uncertainty, Visualization, Risk
Proceedings Papers

Preference Construction, Sequential Decision Making, and Trade Space Exploration

Simon W. Miller, Timothy W. Simpson, Michael A. Yukish, Lorri A. Bennett, Sara E. Lego, Gary M. Stump
Proc. ASME. IDETC-CIE2013, Volume 3A: 39th Design Automation Conference, V03AT03A014, August 4–7, 2013
Publisher: American Society of Mechanical Engineers
Paper No: DETC2013-13098
https://doi.org/10.1115/DETC2013-13098
View Paper titled, Preference Construction, Sequential Decision Making, and Trade Space Exploration
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Topics: Construction, Decision making, Preferences, Design, Economics , Engineering design, Simulation
Proceedings Papers

Design Space Visualization and Its Application to a Design by Shopping Paradigm

Gary M. Stump, Mike Yukish, Timothy W. Simpson, E. Nathan Harris
Proc. ASME. IDETC-CIE2003, Volume 2: 29th Design Automation Conference, Parts A and B, 795-804, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/DAC-48785
https://doi.org/10.1115/DETC2003/DAC-48785
View Paper titled, Design Space Visualization and Its Application to a Design by Shopping Paradigm
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Topics: Design, Visualization