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Browsing by Academic Advisor E, Weinan

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Class Year	Author(s)	Title	Advisor
2024	XIE, PINCHEN	Ab initio multi-scale modeling of crystals: methods and applications in ferroelectrics	*Car, Roberto; E, Weinan*
2018	Lin, Jiahuang	Applications of Deep Recurrent Neural Network to High Frequency Trading	*Fan, Jianqing; E, Weinan*
-	Han, Jiequn	Deep Learning for Large-Scale Molecular Dynamics and High-Dimensional Partial Differential Equations	*E, Weinan*
-	Wang, Yao	Estimation Error For Regression and Optimal Convergence Rate	*E, Weinan*
2023	Long, Jihao	HIGH-DIMENSIONAL REINFORCEMENT LEARNING AND OPTIMAL CONTROL PROBLEMS	*E, Weinan*
2021	Psenka, Michael	Integrating Deep Learning with the Theory of Nonlinear, Chaotic, and History-Dependent Dynamics	*E, Weinan*
2024	Chen, Yixiao	Investigating Ground-State Electronic Structure in the Era of Machine Learning	*E, Weinan; Car, Roberto*
-	Zhang, Linfeng	Machine learning for multi-scale molecular modeling: theories, algorithms, and applications	*E, Weinan; Car, Roberto*
2023	Yang, Yucheng	Macroeconomics and Heterogeneous Reality with Machine Learning	*Violante, Gianluca; E, Weinan*
-	Tian, Haoshu	Mathematical Models for Financial Data	*E, Weinan; Sims, Christopher A.*
2023	Yang, Hongkang	Mathematical Theory of Machine Learning Models for Estimating Probability Distributions	*E, Weinan*
-	Ma, Chao	Mathematical Theory of Neural Network Models for Machine Learning	*E, Weinan*
-	Tai, Cheng	Multi-scale adaptive representation of signals: models and algorithms	*E, Weinan*
2006	Du, Peng (Peter)	The Nested Stochastic Simulation Algorithm	*E, Weinan*
2018	Yeduvaka, Aravind	Particle Picking and Image Restoration techniques in Cryo-EM	*E, Weinan; Singer, Amit*
-	Li, Qianxiao	Phase Transition and Free Action of Non-equilibrium Systems	*E, Weinan*
2021	Yuan, Matthew	Playing Connect6 With Threat Space Search And Temporal Difference Learning	*E, Weinan*
-	Shen, Hao	Renormalization theory in statistical physics and stochastic analysis	*E, Weinan*
2021	Wang, Qingcan	Selected Topics in Deep Learning Theory and Continuous-time Hidden Markov Models	*E, Weinan*
-	Cao, Yuan	Structure Detection in High Dimensional Graphical Models	*Liu, Han; E, Weinan*

Showing results 1 to 20 of 22 next >