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AI领域发展迅速,今天看似先进的大模型,几年后可能会被视为落后的小模型。然而,无论技术如何演化,基于第一性原则的结论却能长久有效。在这个报告中,我们将研究如何利用神经网络进行一阶法加速和求解混合整数优化问题,并通过数学推导得到神经网络所必须具备的结构,从而起到简化训练并提升稳定性的作用。
A popular self-normalization (SN) approach in time series analysis uses the variance of a partial sum as a self-normalizer. This is known to be sensitive to irregularities such as persistent autocorre...
This report consists of two parts associated with graph neural networks: generalization and graph structural learning. We first study the Rademacher complexity of GNNs, as one of independent-algorithm...
For unipolar hydrodynamic model of semiconductor device represented by Euler-Poisson equations, when the doping profile is supersonic, the existence of steady transonic shock solutions and C^\infty-sm...
The World Conference on Structural Control and Monitoring (WCSCM) is a premier leading conference, under the auspices of the International Association for Structural Control and Monitoring (IACSM). Th...
The World Conference on Structural Control and Monitoring (WCSCM) is a premier leading conference, under the auspices of the International Association for Structural Control and Monitoring (IACSM). Th...
Structural Health Monitoring (SHM) represents a vibrant field of over 20 years of research with limited applications in practice. In recent years, practical applications have been rapidly growing due ...
The World Conference on Structural Control and Monitoring (WCSCM) is a premier leading conference, under the auspices of the International Association for Structural Control and Monitoring (IACSM). Th...
You are sincerely welcomed to participate in FFTE 2018, which will be held during January 12-15, 2018, in Haikou, China.The researches on fatigue and fracture of materials are in the ascendant in rece...
On behalf of the organizing committee, we are very pleased to invite you to participate in the Asian Congress of Structural and Multidisciplinary Optimization 2018 (ACSMO2018) to be held in Dalian, Ch...
You are sincerely welcomed to participate in FFTE 2018, which will be held during January 12-15, 2018, in Haikou, China.The researches on fatigue and fracture of materials are in the ascendant in rece...
2018年SPIE生物系统和结构的健康监测会议(SPIE Health Monitoring of Structural and Biological Systems XII)。
This year, the Computational Structural Bioinformatics Workshop will be held in conjunction with ACM-BCB 2017. The rapid accumulation of macromolecular structures presents a unique set of challenges a...
由中国生物物理学会、清华大学、中科院生物物理研究所和FEI公司联合主办的第三次中国结构生物学冷冻电镜培训班定于2017年7月31日-8月5日在北京召开。

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