中国科学院机构知识库网格系统: 检索

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	Observation-Constrained Physical Snow Water Equivalent Simulations Using a Physics-Guided Machine Learning Approach 期刊论文 OAI收割 WATER RESOURCES RESEARCH, 2026, 卷号: 62, 期号: 3, 页码: e2025WR041406 作者: Zhao, Wenli; Fang, Jianing; Yang, Tao; Lian, Xu; Winkler, Alexander J. \| 收藏 \| 浏览/下载：1/0 \| 提交时间：2026/04/16 snow water equivalent land surface model bias corrections machine learning hybrid model physics guided
	Inverse multi-parameter analysis of oblique incidence laser interaction based on a multivariate thermal-mechanical response 期刊论文 OAI收割 THIN-WALLED STRUCTURES, 2025, 卷号: 210, 页码: 16 作者: Du WQ(杜文琦); Ma T(马特); Lu LL(路玲玲); Song HW(宋宏伟); Liu YH(刘赟浩) \| 收藏 \| 浏览/下载：57/0 \| 提交时间：2025/02/24 Laser identification Multi-parameter inverse problem solution Oblique incidence Multivariate thermal-mechanical response Physics-guided neural network
	Physics-Guided Deep Learning Method for Tool Condition Monitoring in Smart Machining System 期刊论文 OAI收割 IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023 作者: Li, Shenshen; Lin, Xin; Shi, Hu; Shi, Yungao; Zhu, Kunpeng \| 收藏 \| 浏览/下载：54/0 \| 提交时间：2023/11/17 Deep learning physics-guided data model tool condition monitoring
	A thermal load identification method based on physics-guided neural network for honeycomb sandwich structures 期刊论文 OAI收割 SMART MATERIALS AND STRUCTURES, 2023, 卷号: 32, 期号: 7, 页码: 75008 作者: Du WQ(杜文琪); Yang LK(杨乐凯); Lu LL(路玲玲); Le J(乐杰); Yu MK(于明凯) \| 收藏 \| 浏览/下载：47/0 \| 提交时间：2023/06/15 thermal load identification physics-guided neural network physics-guided loss function thermal feature parameters laser irradiation
	Physics-Guided Long Short-Term Memory Network for Streamflow and Flood Simulations in the Lancang-Mekong River Basin 期刊论文 OAI收割 WATER, 2022, 卷号: 14, 期号: 9, 页码: 16 作者: Liu, Binxiao; Tang, Qiuhong; Zhao, Gang; Gao, Liang; Shen, Chaopeng \| 收藏 \| 浏览/下载：63/0 \| 提交时间：2022/09/21 hydrological modeling data-driven modeling physics-guided neural network (PGNN)
	Physics-Guided Long Short-Term Memory Network for Streamflow and Flood Simulations in the Lancang-Mekong River Basin 期刊论文 OAI收割 WATER, 2022, 卷号: 14, 期号: 9, 页码: 16 作者: Liu, Binxiao; Tang, Qiuhong; Zhao, Gang; Gao, Liang; Shen, Chaopeng \| 收藏 \| 浏览/下载：52/0 \| 提交时间：2022/09/21 hydrological modeling data-driven modeling physics-guided neural network (PGNN)
	Physics-guided deep learning for predicting geological drilling risk of wellbore instability using seismic attributes data 期刊论文 OAI收割 ENGINEERING GEOLOGY, 2020, 卷号: 279, 页码: 11 作者: Geng, Zhi; Wang, Yanfei \| 收藏 \| 浏览/下载：70/0 \| 提交时间：2021/09/29 Physics-guided deep learning Wellbore instability Seismic attribute Drilling risk