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Artificial neural networks
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Journal Articles
Physics-Informed Neural Network for Thermal Analysis of Space Structure
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. July 2025, 17(7): 071001.
Paper No: TSEA-24-1609
Published Online: April 8, 2025
Journal Articles
Thermal Performance Optimization of Nano-Enhanced Phase Change Material-Based Heat Pipe Using Combined Artificial Neural Network and Genetic Algorithm Approach
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. February 2025, 17(2): 021002.
Paper No: TSEA-24-1178
Published Online: December 9, 2024
Journal Articles
Harnessing Deep Learning to Solve Inverse Transient Heat Transfer With Periodic Boundary Condition
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. December 2024, 16(12): 121001.
Paper No: TSEA-24-1263
Published Online: September 24, 2024
Journal Articles
Experimental Exploration of Cellulose Material for Battery Separators and Artificial Neural Network-Driven Predictive Modeling for Enhanced Thermal Safety in Electric Vehicles
Available to PurchaseMelkam Gebeyehu Fetene, Dereje Arijamo Dolla, Chin-Cheng Wang, James K. Varkey, Santosh Chavan, Sung Chul Kim
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. October 2024, 16(10): 101005.
Paper No: TSEA-24-1121
Published Online: August 28, 2024
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. July 2024, 16(7): 071009.
Paper No: TSEA-23-1544
Published Online: May 10, 2024
Journal Articles
Roberto Núñez, Shahabeddin K. Mohammadian, Tahmid Hasan Rupam, Ramy H. Mohammed, Guliang Huang, Hongbin Ma
Publisher: ASME
Article Type: Review Articles
J. Thermal Sci. Eng. Appl. April 2024, 16(4): 040801.
Paper No: TSEA-23-1241
Published Online: February 19, 2024
Journal Articles
Artificial Neural Networks Application on Average and Stagnation Nusselt Number Prediction for Impingement Cooling of Flat Plate With Helically Coiled Air Jet
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. February 2024, 16(2): 021012.
Paper No: TSEA-23-1370
Published Online: December 18, 2023
Journal Articles
Using Neural Networks for Thermal Analysis of Heat Conduction
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. February 2024, 16(2): 021009.
Paper No: TSEA-23-1347
Published Online: December 4, 2023
Journal Articles
Multi-Objective Optimization of Air-Cooled Perforated Micro-Pin Fin Heat Sink Via an Artificial Neural Network Surrogate Model Coupled With NSGA-II
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. January 2024, 16(1): 011004.
Paper No: TSEA-23-1266
Published Online: October 20, 2023
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. September 2023, 15(9): 091008.
Paper No: TSEA-23-1107
Published Online: June 14, 2023
Journal Articles
Use of Convolutional Neural Network Image Classification and High-Speed Ion Probe Data Toward Real-Time Detonation Characterization in a Water-Cooled Rotating Detonation Engine
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. June 2023, 15(6): 061011.
Paper No: TSEA-22-1304
Published Online: April 24, 2023
Journal Articles
Effect Analysis on the Maximum Nondimensional Temperature in the Cold Plate in Battery Thermal Management System-Based Artificial Neural Network
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Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. January 2023, 15(1): 011007.
Paper No: TSEA-22-1253
Published Online: September 22, 2022
Journal Articles
Performance Analysis of Single-Phase Space Thermal Radiators and Optimization Through Taguchi-Neuro-Genetic Approach
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Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. June 2022, 14(6): 061012.
Paper No: TSEA-21-1271
Published Online: November 18, 2021
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. June 2022, 14(6): 061004.
Paper No: TSEA-21-1223
Published Online: October 13, 2021
Journal Articles
A Comparative Study of Multiple Regression and Machine Learning Techniques for Prediction of Nanofluid Heat Transfer
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. June 2022, 14(6): 061002.
Paper No: TSEA-21-1267
Published Online: October 12, 2021
Journal Articles
A Multiple Regression Convolutional Neural Network for Estimating Multi-Parameters Based on Overall Data in the Inverse Heat Transfer Problem
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. May 2022, 14(5): 051003.
Paper No: TSEA-21-1286
Published Online: August 9, 2021
Journal Articles
Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
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Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. January 2022, 14(1): 011011.
Paper No: TSEA-20-1765
Published Online: June 17, 2021
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. December 2021, 13(6): 061021.
Paper No: TSEA-20-1345
Published Online: April 19, 2021
Journal Articles
Application of Generalized Regression Neural Network in Predicting the Thermal Performance of Solar Flat Plate Collector Systems
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Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2021, 13(2): 021023.
Paper No: TSEA-20-1218
Published Online: August 10, 2020
Journal Articles
Access to Empirical Formulations of Combustion Efficiency for Gas Turbine Combustors With Improved Generalization Ability
Available to Purchase
Publisher: ASME
Article Type: Research Papers
J. Thermal Sci. Eng. Appl. April 2021, 13(2): 021001.
Paper No: TSEA-19-1589
Published Online: July 14, 2020
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