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Journal Articles

Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization

Yujie Zhang, Qi Fang, Yu Xie, Weijie Zhang, Runxiang Yu

J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021007.

Paper No: JCISE-23-1100

https://doi.org/10.1115/1.4063035

Published Online: August 25, 2023

View Article titled, Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization

Topics: Algorithms, Calibration, Errors, Polynomials, Robots, Artificial neural networks, Kinematics

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

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

Topics: Artificial neural networks, Simulation, Physics, Temperature, Additive manufacturing

Journal Articles

Deep Learning-Driven Design of Robot Mechanisms

Anurag Purwar, Nilanjan Chakraborty

J. Comput. Inf. Sci. Eng. December 2023, 23(6): 060811.

Paper No: JCISE-23-1055

https://doi.org/10.1115/1.4062542

Published Online: June 5, 2023

View Article titled, Deep Learning-Driven Design of Robot Mechanisms

Topics: Artificial neural networks, Design, Robotics

Journal Articles

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar

J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051015.

Paper No: JCISE-22-1372

https://doi.org/10.1115/1.4062425

Published Online: May 9, 2023

View Article titled, Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Topics: Artificial neural networks, Centrifugal pumps, Pressure, Pumps, Signals, Suction, Support vector machines, Feature extraction, Algorithms, Machine learning

Journal Articles

Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

Zhichao Wang, David Rosen

J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051004.

Paper No: JCISE-22-1308

https://doi.org/10.1115/1.4056806

Published Online: March 29, 2023

View Article titled, Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

Topics: Artificial neural networks, Manufacturing, Shapes, Rotation, Machining

Journal Articles

Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace

Zhengyuan Feng, Xiaoliang Hu, Zengguo Tian, Baozhu Jiang, Hongshuai Zhang, Wanli Zhang

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041010.

Paper No: JCISE-22-1113

https://doi.org/10.1115/1.4056138

Published Online: January 17, 2023

View Article titled, Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace

Topics: Artificial neural networks, Crystals, Furnaces, Time series, Modeling

Journal Articles

Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis

Vedant Sharma, Deepak Sharma, Ashish Anand

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041006.

Paper No: JCISE-22-1193

https://doi.org/10.1115/1.4056433

Published Online: January 9, 2023

View Article titled, Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis

Topics: Artificial neural networks, Engines, Sensors, Service life (Equipment), Support vector machines

Journal Articles

Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Akash Agrawal, Christopher McComb

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041004.

Paper No: JCISE-22-1259

https://doi.org/10.1115/1.4056297

Published Online: January 9, 2023

View Article titled, Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Topics: Design, Reinforcement learning, Artificial neural networks, Aircraft

Journal Articles

Multifidelity Physics-Constrained Neural Networks With Minimax Architecture

Dehao Liu, Pranav Pusarla, Yan Wang

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

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

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

Topics: Algorithms, Artificial neural networks, Heat transfer, Physics, Simulation, Temperature, Uncertainty, Phase transitions, Finite element methods, Additive manufacturing

Journal Articles

Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment

Jiehang Deng, Haomin Wei, Zhenxiang Lai, Guosheng Gu, Zhiqiang Chen, Leo Chen, Lei Ding

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011010.

Paper No: JCISE-21-1350

https://doi.org/10.1115/1.4055507

Published Online: October 10, 2022

View Article titled, Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment

Topics: Licensing, Artificial neural networks, Plates (structures), Feature extraction

Journal Articles

Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks

Alok Warey, Vishal Raul, Shailendra Kaushik, Taeyoung Han, Rajan Chakravarty

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031006.

Paper No: JCISE-22-1055

https://doi.org/10.1115/1.4054715

Published Online: September 1, 2022

View Article titled, Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks

Topics: Airfoils, Artificial neural networks, Design, Drag (Fluid dynamics), Shapes, Vehicles, Simulation

Journal Articles

Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

Akram Mubarak, Mebrahitom Asmelash, Azmir Azhari, Ftwi Yohannes Haggos, Freselam Mulubrhan

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031002.

Paper No: JCISE-22-1058

https://doi.org/10.1115/1.4054690

Published Online: August 8, 2022

View Article titled, Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

Topics: Artificial neural networks, Bearings, Condition monitoring, Fault diagnosis, Hydraulic accumulators, Machinery, Signals, Time series, Vibration, Design

Journal Articles

A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction

Jiayin Shao, Shilong Wang, Bo Yang, Zhengping Zhang, Yankai Wang

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031003.

Paper No: JCISE-21-1385

https://doi.org/10.1115/1.4054832

Published Online: August 8, 2022

View Article titled, A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction

Topics: Algorithms, Optimization algorithms, Welding, Artificial neural networks, Errors

Journal Articles

Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

Ece Ayli, Eyup Kocak, Hasmet Turkoglu

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021015.

Paper No: JCISE-22-1024

https://doi.org/10.1115/1.4054689

Published Online: July 21, 2022

View Article titled, Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

Topics: Artificial neural networks, Cylinders, Drag (Fluid dynamics), Flow (Dynamics), Flow control, Machine learning, Suction, Support vector machines, Wakes, Reynolds number

Journal Articles

Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method

Umang H Rathod, Vinayak Kulkarni, Ujjwal K. Saha

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021016.

Paper No: JCISE-22-1052

https://doi.org/10.1115/1.4054691

Published Online: July 21, 2022

View Article titled, Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method

Topics: Artificial neural networks, Rotors, Savonius wind turbines, Design, Wind, Algorithms

Journal Articles

A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling

Abouzar Choubineh, Jie Chen, Frans Coenen, Fei Ma

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014502.

Paper No: JCISE-22-1015

https://doi.org/10.1115/1.4054868

Published Online: July 18, 2022

View Article titled, A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling

Topics: Artificial neural networks, Modeling, Fluid dynamics, Errors, Testing, Permeability

Journal Articles

Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

Hemanth Manjunatha, Sri Sadhan Jujjavarapu, Ehsan T. Esfahani

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050908.

Paper No: JCISE-21-1313

https://doi.org/10.1115/1.4054594

Published Online: June 7, 2022

View Article titled, Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

Topics: Artificial neural networks, Damping, Electromyography, Engines, Human-robot interaction, Machine learning, Motors, Robots, Signals, Physiology

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

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

Topics: Artificial neural networks, Lasers, Physics, Simulation, Additive manufacturing, Temperature, Manufacturing, Trajectories (Physics)

Journal Articles

Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study

Ying Zhao, Chen Jiang, Manuel A. Vega, Michael D. Todd, Zhen Hu

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011001.

Paper No: JCISE-21-1386

https://doi.org/10.1115/1.4054039

Published Online: May 17, 2022

View Article titled, Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study

Topics: Metamodeling, Nonlinear dynamical systems, Dynamic systems, Artificial neural networks

Journal citation

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Supplemental Material

Enhancing Robot Calibration Through Reliable High-Order Hermite Polynomials Model and SSA-BP Optimization

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

Deep Learning-Driven Design of Robot Mechanisms

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Manufacturing Process Classification Based on Distance Rotationally Invariant Convolutions

Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace

Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis

Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models

Multifidelity Physics-Constrained Neural Networks With Minimax Architecture

Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction

Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment

Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks

Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction

Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method

A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling

Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

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

Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study

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