Search Results | J. Comput. Inf. Sci. Eng.

1-20 of 61

2 3 4

Sort by

Sort Order Select

Journal Articles

MANUFACTURING PROCESS CLASSIFICATION BASED ON DISTANCE ROTATIONALLY INVARIANT CONVOLUTIONS

Zhichao Wang, David Rosen

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-22-1308

DOI: https://doi.org/10.1115/1.4056806

Published Online: February 1, 2023

View Article

Topics: Manufacturing, Shapes, Artificial neural networks, Rotation, Artificial intelligence, Design, Engineering systems and industry applications, Heat, Machine learning, Manufacturing automation

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

DOI: https://doi.org/10.1115/1.4056138

Published Online: January 17, 2023

View Article

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

Journal Articles

SURFACE LINE INTEGRAL CONVOLUTION-BASED VORTEX DETECTION USING COMPUTER VISION

Hazem Ashor Amran Abolholl, Tom-Robin Teschner, Irene Moulitsas

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-22-1222

DOI: https://doi.org/10.1115/1.4056660

Published Online: January 11, 2023

View Article

Topics: Computers, Vortices, Flow (Dynamics), Artificial neural networks, Engineering simulation, Engineering systems and industry applications, Filters, Flow instability, Fluid dynamics, Fluid mechanics

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

DOI: https://doi.org/10.1115/1.4056297

Published Online: January 9, 2023

View Article

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

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

DOI: https://doi.org/10.1115/1.4056433

Published Online: January 9, 2023

View Article

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

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

DOI: https://doi.org/10.1115/1.4055316

Published Online: December 9, 2022

View Article

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

DOI: https://doi.org/10.1115/1.4055924

Published Online: November 8, 2022

View Article

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

DOI: https://doi.org/10.1115/1.4055507

Published Online: October 10, 2022

View Article

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

DOI: https://doi.org/10.1115/1.4054715

Published Online: September 1, 2022

View Article

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

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

DOI: https://doi.org/10.1115/1.4054832

Published Online: August 8, 2022

View Article

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

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

DOI: https://doi.org/10.1115/1.4054690

Published Online: August 8, 2022

View Article

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

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

DOI: https://doi.org/10.1115/1.4054689

Published Online: July 21, 2022

View Article

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

DOI: https://doi.org/10.1115/1.4054691

Published Online: July 21, 2022

View Article

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

DOI: https://doi.org/10.1115/1.4054868

Published Online: July 18, 2022

View Article

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

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

DOI: https://doi.org/10.1115/1.4054559

Published Online: June 7, 2022

View Article

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

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

DOI: https://doi.org/10.1115/1.4054594

Published Online: June 7, 2022

View Article

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

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

DOI: https://doi.org/10.1115/1.4054039

Published Online: May 17, 2022

View Article

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

Journal Articles

Implementation of Soft Computing Techniques in Predicting and Optimizing the Operating Parameters of Compression Ignition Diesel Engines: State-of-the-Art Review, Challenges, and Future Outlook

Shubham M. More, Jyotirmoy Kakati, Sukhomay Pal, Ujjwal K. Saha

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050801.

Paper No: JCISE-21-1356

DOI: https://doi.org/10.1115/1.4053920

Published Online: March 24, 2022

View Article

Topics: Artificial neural networks, Diesel engines, Engines, Fuels, Nitrogen oxides, Emissions, Algorithms, Fuzzy logic, Biodiesel

Journal Articles

A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode

Bin He, Fuze Xu, Dong Zhang, Weijia Wang

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050902.

Paper No: JCISE-21-1301

DOI: https://doi.org/10.1115/1.4053562

Published Online: March 24, 2022

View Article

Topics: Artificial neural networks, Gears, Signals, Wear

Journal Articles

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

Vivek Oommen, Balaji Srinivasan

J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041012.

Paper No: JCISE-21-1348

DOI: https://doi.org/10.1115/1.4053800

Published Online: March 10, 2022

View Article

Topics: Artificial neural networks, Errors, Heat, Heat transfer, Physics, Temperature, Neural network models, Error analysis, Inverse problems, Machine learning

2 3 4

Journal citation

NARROW

Supplemental Material

Manuscript

MANUFACTURING PROCESS CLASSIFICATION BASED ON DISTANCE ROTATIONALLY INVARIANT CONVOLUTIONS

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

SURFACE LINE INTEGRAL CONVOLUTION-BASED VORTEX DETECTION USING COMPUTER VISION

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

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

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

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

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

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

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

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

Surrogate Modeling of Nonlinear Dynamic Systems: A Comparative Study

Implementation of Soft Computing Techniques in Predicting and Optimizing the Operating Parameters of Compression Ignition Diesel Engines: State-of-the-Art Review, Challenges, and Future Outlook

A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode

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

Journals

Conference Proceedings

eBooks

Resources

Opportunities

Journals

Conference Proceedings

eBooks

Resources

Opportunities

This Feature Is Available To Subscribers Only