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Journal Articles

Evaluating Large Language Models for Material Selection

Accepted Manuscript
Daniele Grandi, Yash Patawari Jain, Allin Groom, Brandon Cramer, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-24-1207
https://doi.org/10.1115/1.4066730
Published Online: September 30, 2024
View Article titled, Evaluating Large Language Models for Material Selection
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Topics: Large language models, Design, Artificial intelligence, Conceptual design, Decision making, Engineering systems and industry applications, Failure mechanisms, Machine learning, Preferences, Product design
Journal Articles

Physics-Informed Fully Convolutional Networks for Forward Prediction of Temperature Field and Inverse Estimation of Thermal Diffusivity

Tong Zhu, Qiye Zheng, Yanglong Lu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. November 2024, 24(11): 111004.
Paper No: JCISE-23-1469
https://doi.org/10.1115/1.4064555
Published Online: July 22, 2024
View Article titled, Physics-Informed Fully Convolutional Networks for Forward Prediction of Temperature Field and Inverse Estimation of Thermal Diffusivity
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Topics: Heat conduction, Physics, Temperature, Thermal diffusivity, Artificial neural networks, Boundary-value problems, Inverse problems
Journal Articles

Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM

Yindong Shen, Yaru Ge
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 090903.
Paper No: JCISE-23-1316
https://doi.org/10.1115/1.4064666
Published Online: June 7, 2024
View Article titled, Prediction of State of Charge for Lead-Acid Battery Based on LSTM-Attention and LightGBM
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Topics: Batteries, Lead-acid batteries, Machine learning, Errors, Temperature
Journal Articles

Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data

Jiangce Chen, Justin Pierce, Glen Williams, Timothy W. Simpson, Nicholas Meisel, Sneha Prabha Narra, Christopher McComb
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011004.
Paper No: JCISE-23-1058
https://doi.org/10.1115/1.4062852
Published Online: July 20, 2023
View Article titled, Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data
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Topics: Artificial neural networks, Simulation, Physics, Temperature, Additive manufacturing
Journal Articles

Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems

Xiaoyang Mao, Chiradeep Sen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021003.
Paper No: JCISE-22-1240
https://doi.org/10.1115/1.4062748
Published Online: July 13, 2023
View Article titled, Formal Qualitative Physics-Based Reasoning for Functional Decomposition of Engineered Systems
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Topics: Algorithms, Design, Flow (Dynamics), Physics, Computer software, Modeling, Topology, Natural language processing, Heating, Temperature
Journal Articles

A Particle Finite Element Method for Additive Manufacturing Simulations

Daobo Zhang, J. M. Rodriguez, Xialong Ye, Ralf Müller
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051008.
Paper No: JCISE-22-1231
https://doi.org/10.1115/1.4062143
Published Online: March 29, 2023
View Article titled, A Particle Finite Element Method for Additive Manufacturing Simulations
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Topics: Additive manufacturing, Finite element methods, Particulate matter, Simulation, Temperature, Thermoelasticity, Shapes, Stress
Journal Articles

Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints

John G. Michopoulos, Nicole A. Apetre, Athanasios P. Iliopoulos, John C. Steuben
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 030904.
Paper No: JCISE-22-1285
https://doi.org/10.1115/1.4056361
Published Online: December 21, 2022
View Article titled, Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints
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Topics: Adhesives, Damage, Displacement, Temperature, Fracture (Materials), Plasticity, Geometry
Journal Articles

Multifidelity Physics-Constrained Neural Networks With Minimax Architecture

Dehao Liu, Pranav Pusarla, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031008.
Paper No: JCISE-22-1159
https://doi.org/10.1115/1.4055316
Published Online: December 9, 2022
View Article titled, Multifidelity Physics-Constrained Neural Networks With Minimax Architecture
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Topics: Artificial neural networks, Heat transfer, Phase transitions, Physics, Machine learning, Temperature, Modeling, Optimization
Journal Articles

Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction

Luka Malashkhia, Dehao Liu, Yanglong Lu, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011012.
Paper No: JCISE-22-1123
https://doi.org/10.1115/1.4055924
Published Online: November 8, 2022
View Article titled, Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction
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Topics: Algorithms, Artificial neural networks, Heat transfer, Physics, Simulation, Temperature, Uncertainty, Phase transitions, Finite element methods, Additive manufacturing
Journal Articles

Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks

Ardalan R. Sofi, Bahram Ravani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021008.
Paper No: JCISE-22-1035
https://doi.org/10.1115/1.4054559
Published Online: June 7, 2022
View Article titled, Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks
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Topics: Artificial neural networks, Lasers, Physics, Simulation, Additive manufacturing, Temperature, Manufacturing, Trajectories (Physics)
Journal Articles

Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach

Vivek Oommen, Balaji Srinivasan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041012.
Paper No: JCISE-21-1348
https://doi.org/10.1115/1.4053800
Published Online: March 10, 2022
View Article titled, Solving Inverse Heat Transfer Problems Without Surrogate Models: A Fast, Data-Sparse, Physics Informed Neural Network Approach
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Topics: Artificial neural networks, Errors, Heat, Heat transfer, Physics, Temperature, Neural network models, Error analysis, Inverse problems, Machine learning
Journal Articles

A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction

Mukul Singh, Shrey Bansal, Vandana, B. K. Panigrahi, Akhil Garg
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041009.
Paper No: JCISE-21-1040
https://doi.org/10.1115/1.4053326
Published Online: February 15, 2022
View Article titled, A Genetic Algorithm and RNN-LSTM Model for Remaining Battery Capacity Prediction
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Topics: Batteries, Temperature, Genetic algorithms, Cycles, Gates (Closures), Noise (Sound)
Journal Articles

Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing

Biao Mei, Yongtai Yang, Weidong Zhu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021011.
Paper No: JCISE-21-1100
https://doi.org/10.1115/1.4052837
Published Online: December 9, 2021
View Article titled, Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing
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Topics: Aircraft, Deformation, Gravity (Force), Manufacturing, Simulation, Wings, Temperature, Errors, Finite element analysis
Journal Articles

A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes

Yaqi Zhang, Vadim Shapiro, Paul Witherell
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2022, 22(1): 011012.
Paper No: JCISE-21-1132
https://doi.org/10.1115/1.4052194
Published Online: October 21, 2021
View Article titled, A Scalable Framework for Process-Aware Thermal Simulation of Additive Manufacturing Processes
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Topics: Simulation, Heat, Temperature
Journal Articles

Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes

Yanglong Lu, Eduard Shevtshenko, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031009.
Paper No: JCISE-20-1239
https://doi.org/10.1115/1.4050377
Published Online: March 25, 2021
View Article titled, Physics-Based Compressive Sensing to Enable Digital Twins of Additive Manufacturing Processes
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Topics: Additive manufacturing, Cooling, Physics, Temperature, Temperature distribution, Errors, Process monitoring, Gears
Journal Articles

Multiphysics Simulation of Nucleation and Grain Growth in Selective Laser Melting of Alloys

Dehao Liu, Yan Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051002.
Paper No: JCISE-19-1294
https://doi.org/10.1115/1.4046543
Published Online: April 21, 2020
View Article titled, Multiphysics Simulation of Nucleation and Grain Growth in Selective Laser Melting of Alloys
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Topics: Alloys, Cooling, Lasers, Latent heat, Lattice Boltzmann methods, Melting, Nucleation (Physics), Simulation, Temperature, Solidification
Journal Articles

An Integrative Machine Learning Method to Improve Fault Detection and Productivity Performance in a Cyber-Physical System

Ming-Chuan Chiu, Chien-De Tsai, Tung-Lung Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021009.
Paper No: JCISE-19-1235
https://doi.org/10.1115/1.4045663
Published Online: January 3, 2020
View Article titled, An Integrative Machine Learning Method to Improve Fault Detection and Productivity Performance in a Cyber-Physical System
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Topics: Flaw detection, Machine learning, Machinery, Maintenance, Printing, Sensors, Time series, Algorithms, Engineers, Manufacturing
Journal Articles

Thermal Error Modeling of Feed Axis in Machine Tools Using Particle Swarm Optimization-Based Generalized Regression Neural Network

Guolong Li, Hao Ke, Chuanzhen Li, Biao Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021003.
Paper No: JCISE-19-1179
https://doi.org/10.1115/1.4045292
Published Online: December 11, 2019
View Article titled, Thermal Error Modeling of Feed Axis in Machine Tools Using Particle Swarm Optimization-Based Generalized Regression Neural Network
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Topics: Artificial neural networks, Errors, Machine tools, Optimization, Particle swarm optimization, Particulate matter, Temperature, Modeling, Neural network models
Journal Articles

An Olfactory Display to Study the Integration of Vision and Olfaction in a Virtual Reality Environment

Lorenzo Micaroni, Marina Carulli, Francesco Ferrise, Alberto Gallace, Monica Bordegoni
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2019, 19(3): 031015.
Paper No: JCISE-18-1263
https://doi.org/10.1115/1.4043068
Published Online: July 30, 2019
View Article titled, An Olfactory Display to Study the Integration of Vision and Olfaction in a Virtual Reality Environment
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Topics: Air flow, Design, Pumps, Synchronization, Temperature, Virtual reality, Containers, Engineering prototypes, Emissions, Calibration
Journal Articles

A Product Family Design Method for Configuration and Spatial Layout Requirements

John-Travis Hansen, David W. Rosen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. September 2019, 19(3): 031008.
Paper No: JCISE-18-1220
https://doi.org/10.1115/1.4042300
Published Online: March 21, 2019
View Article titled, A Product Family Design Method for Configuration and Spatial Layout Requirements
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Topics: Algorithms, Computer software, Design, Design methodology, User interfaces, Preferences, Temperature controls, Temperature