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Journal Articles

On-Orbit Processing and Hardware Performance of Microgravity Hydrothermal Synthesis for Graphene Aerogel

Zhou Li, Yaprak Ozbakir, Jessica J. Frick, Rachel Ormsby, Christopher Scherzer, Chen Liu, Jasmine M. Cox, Carlo Carraro, Roya Maboudian, Debbie G. Senesky
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2024, 146(12): 121007.
Paper No: MANU-24-1504
https://doi.org/10.1115/1.4067303
Published Online: December 10, 2024
View Article titled, On-Orbit Processing and Hardware Performance of Microgravity Hydrothermal Synthesis for Graphene Aerogel
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Topics: Aerogels, Flight, Graphene, Water, Leakage, Stability, Hardware, Drying, Temperature, Hydrogels
Includes: Supplementary data
Journal Articles

Large Language Models for Predicting Empathic Accuracy Between a Designer and a User

Oluwatoba Fabunmi, Saman Halgamuge, Daniel Beck, Katja Holtta-Otto
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2025, 147(4): 041401.
Paper No: MD-24-1451
https://doi.org/10.1115/1.4067227
Published Online: December 10, 2024
View Article titled, Large Language Models for Predicting Empathic Accuracy Between a Designer and a User
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Topics: Design, Large language models, Semantics, Data collection
Journal Articles

Rolling Element Bearing Fault Diagnosis by the Implementation of Elman Neural Networks with Long Short-Term Memory Strategy

Accepted Manuscript
Vishal G. Salunkhe, S.M. Khot, Nitesh Yelve, T. Jagadeesha, Ramchandra Ganapati Desavale
Journal: Journal of Tribology
Publisher: ASME
Article Type: Research Papers
J. Tribol.
Paper No: TRIB-24-1340
https://doi.org/10.1115/1.4067382
Published Online: December 10, 2024
View Article titled, Rolling Element Bearing Fault Diagnosis by the Implementation of Elman Neural Networks with Long Short-Term Memory Strategy
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Topics: Artificial neural networks, Bearings, Fault diagnosis, Rolling bearings, Clearances (Engineering), Errors, Accelerometers, Fast Fourier transforms, Feature extraction, Manufacturing
Journal Articles

Thermal Performance Optimization of Nano-Enhanced Phase Change Material-Based Heat Pipe Using Combined Artificial Neural Network and Genetic Algorithm Approach

Jobin Jose, Tapano Kumar Hotta
Journal: Journal of Thermal Science and Engineering Applications
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. February 2025, 17(2): 021002.
Paper No: TSEA-24-1178
https://doi.org/10.1115/1.4067071
Published Online: December 9, 2024
View Article titled, Thermal Performance Optimization of Nano-Enhanced Phase Change Material-Based Heat Pipe Using Combined Artificial Neural Network and Genetic Algorithm Approach
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Topics: Heat, Heat pipes, Nanoparticles, Temperature, Artificial neural networks, Thermal conductivity, Genetic algorithms, Thermal resistance, Paraffin wax
Journal Articles

Physics-Assisted Machine Learning Models for Predicting Pool Boiling Critical Heat Flux for Cryogenic Fluids

Accepted Manuscript
Jiayuan Li, Chirag Kharangate
Journal: ASME Journal of Heat and Mass Transfer
Publisher: ASME
Article Type: Research-Article
J. Heat Mass Transfer.
Paper No: HT-24-1217
https://doi.org/10.1115/1.4067339
Published Online: December 7, 2024
View Article titled, Physics-Assisted Machine Learning Models for Predicting Pool Boiling Critical Heat Flux for Cryogenic Fluids
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Topics: Critical heat flux, Fluids, Machine learning, Physics, Pool boiling, Modeling, NASA, Surface properties, Errors, Feature selection
Journal Articles

Cost effective clinical methods to evaluate the efficacy of gait training devices: A systematic review of randomized controlled trials

Accepted Manuscript
Clinton Wilson Barnabas V, Mohan Varma D S
Journal: Journal of Medical Devices
Publisher: ASME
Article Type: Review Articles
J. Med. Devices.
Paper No: MED-24-1092
https://doi.org/10.1115/1.4067349
Published Online: December 7, 2024
View Article titled, Cost effective clinical methods to evaluate the efficacy of gait training devices: A systematic review of randomized controlled trials
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Topics: Databases, Experimental design, Performance, Reliability, Robotics
Journal Articles

Robotic Hand Exoskeletons for Rehabilitation and Assistance: A State-of-the-Art

Accepted Manuscript
Bing Chen, Yadong Wu, Xiang Ni, Laiyin Qin, Eric Li
Journal: Journal of Medical Devices
Publisher: ASME
Article Type: Review Articles
J. Med. Devices.
Paper No: MED-24-1120
https://doi.org/10.1115/1.4067350
Published Online: December 7, 2024
View Article titled, Robotic Hand Exoskeletons for Rehabilitation and Assistance: A State-of-the-Art
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Topics: End effectors, Exoskeleton devices, Design, Actuators, Biomechanics, Degrees of freedom, Engineers, Industrial research, Kinematics, Machinery
Journal Articles

Manufacturing Feature Recognition with a Sparse Voxel-based Convolutional Neural Network

Accepted Manuscript
Farzad Vatandoust, Xiaoliang Yan, David Rosen, Shreyes Melkote
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1348
https://doi.org/10.1115/1.4067334
Published Online: December 6, 2024
View Article titled, Manufacturing Feature Recognition with a Sparse Voxel-based Convolutional Neural Network
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Topics: Convolutional neural networks, Manufacturing, Voxel, Artificial neural networks, Octrees, Resolution (Optics), Production planning, Artificial intelligence, Computer-aided design, Computer-aided engineering
Journal Articles

A Differentiable Physics-Informed Machine Learning Approach to Model Laser-based Micro-Manufacturing Process

Accepted Manuscript
Manaswin Oddiraju, Jeremy Cleeman, Rajiv Malhotra, Souma Chowdhury
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng.
Paper No: MANU-24-1577
https://doi.org/10.1115/1.4067355
Published Online: December 6, 2024
View Article titled, A Differentiable Physics-Informed Machine Learning Approach to Model Laser-based Micro-Manufacturing Process
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Topics: Lasers, Machine learning, Manufacturing, Micromanufacturing, Physics, Heat conduction, Artificial neural networks, Boundary-value problems, Complex systems, Convolutional neural networks
Journal Articles

Fully foldable mechanical metamaterials with isotropic auxeticity and its generated multi-mode folding form

Accepted Manuscript
Lin Li, Feiyu Yang, Fufu Yang, Rongfu Lin, Jun Zhang
Journal: Journal of Mechanisms and Robotics
Publisher: ASME
Article Type: Research Papers
J. Mechanisms Robotics.
Paper No: JMR-24-1302
https://doi.org/10.1115/1.4067345
Published Online: December 6, 2024
View Article titled, Fully foldable mechanical metamaterials with isotropic auxeticity and its generated multi-mode folding form
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Topics: Kinematics, Metamaterials, Auxetics, Absorption, Bistability, Compression, Engineering prototypes, Load bearing capacity, Robots, Rotation
Journal Articles

Simulation Study of the Upper-limb Isometric Wrench Feasible Set with Glenohumeral Joint Constraints

Accepted Manuscript
Nasser Rezzoug, Antun Skuric, Vincent Padois, David Daney
Journal: Journal of Biomechanical Engineering
Publisher: ASME
Article Type: Technical Briefs
J Biomech Eng.
Paper No: BIO-24-1132
https://doi.org/10.1115/1.4067329
Published Online: December 5, 2024
View Article titled, Simulation Study of the Upper-limb Isometric Wrench Feasible Set with Glenohumeral Joint Constraints
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Topics: Compression, Computer-aided engineering, Dislocations, Ergonomics, Hull, Muscle, Musculoskeletal system, Robotics, Simulation, Stability
Journal Articles

Understanding the Impact of Applying Large Language Model in Engineering Design Education

Accepted Manuscript
Chonghui Zhang, Yaoyao Fiona Zhao, Randy El Haddad
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1218
https://doi.org/10.1115/1.4067318
Published Online: December 5, 2024
View Article titled, Understanding the Impact of Applying Large Language Model in Engineering Design Education
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Topics: Computer-aided design, Education, Engineering design, Large language models, Modeling, Artificial intelligence, Chatgpt, Design, Design education, Design engineering
Journal Articles

Large Language Models in Design and Manufacturing

Accepted Manuscript
Yaoyao Fiona Zhao, Evangelos Niforatos, Tonya Custis, Yan Lu, Jianxi Luo
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Guest Editorial
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1611
https://doi.org/10.1115/1.4067319
Published Online: December 5, 2024
View Article titled, Large Language Models in Design and Manufacturing
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Topics: Design, Large language models, Manufacturing, Engineering design, Engineering systems and industry applications, Engineers, Innovation, Machine learning, Natural language processing, Teams
Journal Articles

Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human Crowdsourced Solutions

Accepted Manuscript
Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1137
https://doi.org/10.1115/1.4067332
Published Online: December 5, 2024
View Article titled, Do Large Language Models Produce Diverse Design Concepts? A Comparative Study with Human Crowdsourced Solutions
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Topics: Crowdsourcing, Design, Large language models, Artificial intelligence, Regression analysis, Semantics, User interfaces
Journal Articles

DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation

Accepted Manuscript
Anna C. Doris, Daniele Grandi, Ryan Tomich, Md Ferdous Alam, Mohammadmehdi Ataei, Hyunmin Cheong, Faez Ahmed
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1230
https://doi.org/10.1115/1.4067333
Published Online: December 5, 2024
View Article titled, DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation
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Topics: Large language models, Design, Computer-aided design, Engineering drawings, Artificial intelligence, Engineering design processes, Engineering systems and industry applications, Engineers, Machine learning, Student competitions
Proceedings Papers

Comparison of Ring Axial Position Measurements and Simulation Results in a Large Bore Engine

Francesco Marzemin, Ansel Higgs, Bernhard Rossegger, Martin Vareka, Michael Engelmayer, Andreas Wimmer
Proc. ASME. ICEF2024, ASME 2024 ICE Forward Conference, V001T06A009, October 20–23, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2024-140714
https://doi.org/10.1115/ICEF2024-140714
View Paper titled, Comparison of Ring Axial Position Measurements and Simulation Results in a Large Bore Engine
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Topics: Calibration, Combustion, Computer software, Cycles, Displacement, Dynamics (Mechanics), Emissions, Engines, Firing, Friction
Proceedings Papers

Soot Particle Number Prediction in GDI Engines: A Comprehensive Grey-Box Machine Learning Approach

Khashayar Ebrahimi, Kevin Roggendorf, Hyuckmo Kwon, Jinsuk Kang
Proc. ASME. ICEF2024, ASME 2024 ICE Forward Conference, V001T06A008, October 20–23, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2024-140669
https://doi.org/10.1115/ICEF2024-140669
View Paper titled, Soot Particle Number Prediction in GDI Engines: A Comprehensive Grey-Box Machine Learning Approach
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Topics: Direct injection spark ignition engines, Machine learning, Particulate matter, Soot, Engines, Emissions, Air pollution control, Artificial neural networks, Physics, Stress
Proceedings Papers

Improved Engine Data Acquisition System and Interface to Enable Experimentation With Emerging Alternative Fuels in a Spark-Ignited CFR Engine

Jason Loprete, Christos Dimosthenous, Dimitris Assanis
Proc. ASME. ICEF2024, ASME 2024 ICE Forward Conference, V001T02A024, October 20–23, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2024-141653
https://doi.org/10.1115/ICEF2024-141653
View Paper titled, Improved Engine Data Acquisition System and Interface to Enable Experimentation With Emerging Alternative Fuels in a Spark-Ignited CFR Engine
Open the PDF for Improved Engine Data Acquisition System and Interface to Enable Experimentation With Emerging Alternative Fuels in a Spark-Ignited CFR Engine in another window
Topics: Data acquisition systems, Engines, Fuels, Hardware, Air flow, Cylinders, Data acquisition, Design, Flow (Dynamics), Ignition
Proceedings Papers

Virtual Pressure Sensor Based on Ion Current Measurements Using Artificial Neural Networks

Ola Björnsson, Per Tunestål
Proc. ASME. ICEF2024, ASME 2024 ICE Forward Conference, V001T04A002, October 20–23, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2024-140748
https://doi.org/10.1115/ICEF2024-140748
View Paper titled, Virtual Pressure Sensor Based on Ion Current Measurements Using Artificial Neural Networks
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Topics: Artificial neural networks, Pressure sensors
Proceedings Papers

Prediction of Spray Collapse Patterns on Different Fuel Mixture Compositions Based on Deep Learning Framework

Fengnian Zhao, Yangrui Meng, Ziming Zhou, David L. S. Hung
Proc. ASME. ICEF2024, ASME 2024 ICE Forward Conference, V001T03A006, October 20–23, 2024
Publisher: American Society of Mechanical Engineers
Paper No: ICEF2024-140636
https://doi.org/10.1115/ICEF2024-140636
View Paper titled, Prediction of Spray Collapse Patterns on Different Fuel Mixture Compositions Based on Deep Learning Framework
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Topics: Boiling, Collapse, Deep learning, Fuels, Sprays