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Journal Articles

Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows

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Benjamin D. Graber, John G. Michopoulos, Athanasios P. Iliopoulos, John C. Steuben, Nicoleta A. Apetre
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. July 2025, 25(7): 071005.
Paper No: JCISE-24-1537
https://doi.org/10.1115/1.4068324
Published Online: April 16, 2025
View Articletitled, Computational Modeling of Spectral Radiance Emitted by Atmospheric Plasma Induced by Hypersonic Flows
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Topics: Fluid dynamics, Plasmas (Ionized gases), Radiance, Temperature, Pressure
Journal Articles

Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing

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Haoyang Xie, Dylan Hoskins, Kyle Rowe, Feng Ju
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2025, 25(2): 021011.
Paper No: JCISE-24-1235
https://doi.org/10.1115/1.4067469
Published Online: January 10, 2025
View Articletitled, Transformer-Based Offline Printing Strategy Design for Large Format Additive Manufacturing
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Topics: Additive manufacturing, Optimization, Printing, Temperature, Temperature profiles, Design
Journal Articles

Evaluating Large Language Models for Material Selection

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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. February 2025, 25(2): 021004.
Paper No: JCISE-24-1207
https://doi.org/10.1115/1.4066730
Published Online: November 14, 2024
View Articletitled, Evaluating Large Language Models for Material Selection
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Topics: Design, Large language models, Temperature, Chain
Journal Articles

Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study

Open Access
Nuria Nievas, Leonardo Espinosa-Leal, Adela Pagès-Bernaus, Albert Abio, Lluís Echeverria, Francesc Bonada
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2025, 25(1): 011004.
Paper No: JCISE-24-1087
https://doi.org/10.1115/1.4066999
Published Online: November 12, 2024
View Articletitled, Offline Reinforcement Learning for Adaptive Control in Manufacturing Processes: A Press Hardening Case Study
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Topics: Algorithms, Cycles, Hardening, Manufacturing, Reinforcement learning, Temperature, Data collection, Adaptive control, Uncertainty
Journal Articles

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

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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 Articletitled, Physics-Informed Fully Convolutional Networks for Forward Prediction of Temperature Field and Inverse Estimation of Thermal Diffusivity
Open the PDF for Physics-Informed Fully Convolutional Networks for Forward Prediction of Temperature Field and Inverse Estimation of Thermal Diffusivity in another window
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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks
Open the PDF for Sub-Second Prediction of the Heatmap of Powder-Beds in Additive Manufacturing Using Deep Encoder–Decoder Convolutional Neural Networks in another window
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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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

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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 Articletitled, 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