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A Computational Framework for the Indirect Estimation of Interface Thermal Resistance of Composite Materials Using Xpinns
Leonidas Papadopoulos, Serafeim Bakalakos, Stefanos Nikolopoulos, Ioannis Kalogeris, Vissarion Papadopoulos
National Technical University of Athens
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学术脉络
学科主题
材料 / 化学Thermal properties of materials
Model Reduction and Neural Networks · Composite Material Mechanics
参考文献 56
Gaussian Process Bandits without Regret: An Experimental Design Approach
被引 32Niranjan Srinivas, Andreas Krause, Sham M. Kakade · arXiv (Cornell University) · 2009
Adam: A Method for Stochastic Optimization
被引 84,625Diederik P. Kingma, Jimmy Lei Ba · arXiv (Cornell University) · 2014
Pattern Recognition and Machine Learning
被引 4,654Radford M. Neal · Technometrics · 2007
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引用本文 7
Physics-informed neural networks for heat transfer prediction in two-phase flows
被引 174Darioush Jalili, Seohee Jang, Mohammad Jadidi · International Journal of Heat and Mass Transfer · 2023
Transfer learning through physics-informed neural networks for bubble growth in superheated liquid domains
被引 44Darioush Jalili, Mohammad Jadidi, Amir Keshmiri · International Journal of Heat and Mass Transfer · 2024
Physics-informed neural networks for two-phase film boiling heat transfer
被引 41Darioush Jalili, Yasser Mahmoudi · International Journal of Heat and Mass Transfer · 2025
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