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Towards Gaussian Process for operator learning: An uncertainty aware resolution independent operator learning algorithm for computational mechanics
Kumar, Sawan, Nayek, Rajdip, Chakraborty, Souvik
Published in Computer methods in applied mechanics and engineering (15.02.2025)
Published in Computer methods in applied mechanics and engineering (15.02.2025)
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Journal Article
A hybrid training algorithm based on gradient descent and evolutionary computation
Xue, Yu, Tong, Yiling, Neri, Ferrante
Published in Applied intelligence (Dordrecht, Netherlands) (01.09.2023)
Published in Applied intelligence (Dordrecht, Netherlands) (01.09.2023)
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Journal Article
Parameters optimization of selected casting processes using teaching–learning-based optimization algorithm
Rao, R. Venkata, Kalyankar, V.D., Waghmare, G.
Published in Applied mathematical modelling (01.12.2014)
Published in Applied mathematical modelling (01.12.2014)
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Journal Article
Communication-Censored Distributed Stochastic Gradient Descent
Li, Weiyu, Wu, Zhaoxian, Chen, Tianyi, Li, Liping, Ling, Qing
Published in IEEE transaction on neural networks and learning systems (01.11.2022)
Published in IEEE transaction on neural networks and learning systems (01.11.2022)
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Journal Article
HFedCWA: heterogeneous federated learning algorithm based on contribution-weighted aggregation: HFedCWA: heterogeneous federated learning algorithm
Du, Jiawei, Wang, Huaijun, Li, Junhuai, Wang, Kan, Fei, Rong
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2025)
Published in Applied intelligence (Dordrecht, Netherlands) (01.02.2025)
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Journal Article
GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model
Zhou, Zhehua, Xie, Xuan, Song, Jiayang, Shu, Zhan, Ma, Lei
Published in IEEE transaction on neural networks and learning systems (01.06.2025)
Published in IEEE transaction on neural networks and learning systems (01.06.2025)
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Journal Article
Three-objective optimization of boiler combustion process based on multi-objective teaching–learning based optimization algorithm and ameliorated extreme learning machine
Ma, Yunpeng, Wang, Heqi, Zhang, Xinxin, Hou, Likun, Song, Jiancai
Published in Machine learning with applications (15.09.2021)
Published in Machine learning with applications (15.09.2021)
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Journal Article
Graph analysis using a GPU-based parallel algorithm: quantum clustering
Wang, Zhe, He, Zhijie, Liu, Ding
Published in Applied intelligence (Dordrecht, Netherlands) (01.09.2024)
Published in Applied intelligence (Dordrecht, Netherlands) (01.09.2024)
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Journal Article