Research
研究
研究業績
カテゴリー
研究領域
年
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Stepwise hard constraint-biased Physics-informed Neural Networks for accurate Magnetic Resonance Electrical Properties Tomography (MREPT)
Ruian Qin, Junqi Yang, Zhongchao Zhou, Jose Gomez-Tames, Shaoying Huang, Wenwei Yu
Proceedings of the International Society for Magnetic Resonance in Medicine Annual Meeting (ISMRM 2025), May 2025
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Prediction and validation of parameters of multi-axis soil remediation equipment based on machine learning algorithms
Zhipeng Wang, Yuhang Jiang, Yaonan Zhu, Feng Ma, Youzhao Wang, Chaoyue Zhao, Xu Li, Tong Zhu
Particuology, Vol. 98, pp. 41-55, May 2025
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Extended Short-and Long-Range Mesh Learning for Fast and Generalized Garment Simulation
Aoran Liu, Kun Hu, Clinton Mo, Changyang Li, Zhiyong Wang
Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2025), July 2025
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Prediction and Calibration of Black Soil Modeling Parameters Based on Response Surface Methodology and Machine Learning Algorithms
Zhipeng Wang, Feng Ma, Yaonan Zhu, Hongyan Wang, Tong Zhu, Youzhao Wang, Chaoyue Zhao, Jin Yu
Particulate Science and Technology, Vol. 43, No. 4, pp. 534-545, April 2025
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Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks
Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo
Transactions on Machine Learning Research (TMLR), 2025
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Towards Empirical Interpretation of Internal Circuits and Properties in Grokked Transformers on Modular Polynomials
Hiroki Furuta, Gouki Minegishi, Yusuke Iwasawa, Yutaka Matsuo
Transactions on Machine Learning Research (TMLR).