Chest X-ray images super-resolution reconstruction via recursive neural network

Multimedia Tools and Applications - To address the problems of insufficient detail extraction and long training time in the super-resolution reconstruction of chest X-ray images, a method of chest...     

面向数据中心间网络带宽的在线定价机制设计:基于强化学习的方法

随着云服务的快速发展,数据中心间的网络带宽已经成为了宝贵的资源.目前,带宽以固定价格出售,并由流量工程进行容量分配.这种方式无法提供传输时间的保证.然而,大多数传输任务都有严格的截止时间限制,未及时完成传输会给用户造成较大的收益损失.此外,对于服务提供商来说,固定价格定价机制将导致网络利用率低下,不利于最大化其长期累积...     

A High-Ductility Mg–Zn–Ca Magnesium Alloy

A new kind of Mg–2 Zn–0.6 Ca(wt%) alloy was fabricated by casting and hot extrusion as a high-ductility structural material. The extruded alloy exhibits a superior elongation of ～30%, yield strength of 130 MPa and ultimate tensile strength of 280 MPa along the extrusion direction at room temperature. Microstructure, texture and tensile properties of the extruded alloy were investigated in details. The remarkable improvement of ductility is ascribed to the weakened basal texture, refined grains and a small number of second phase in the alloy.     

基于相似性的CITCP强化学习奖励策略

在面向持续集成测试用例优先排序(continuous integration test case prioritization,CITCP)的强化学习方法中,智能体通过对测试用例实施奖励从而调整测试用例优先排序策略以适应后续集成测试,可以满足持续集成测试频繁迭代和快速反馈的需求.智能体通常只奖励执行失效测试用例,但实际...     

Microstructures and Mechanical Properties of Mg–xAl–1Sn–0.3Mn( x = 1, 3, 5) Alloy Sheets

The influence of Al alloying on the microstructures and the mechanical properties of Mg–x Al–1 Sn–0.3 Mn alloy sheets was investigated. The microstructure of Mg– x Al–1 Sn–0.3 Mn consisted of α-Mg and Mg 17 Al 12 precipitates. Alloying with Al increased the amount of Mg_(17)Al_(12) and the average grain size. Uniaxial tensile tests were carried out along the extrusion direction(ED), the transverse direction(TD) and 45° toward the ED. Mg–5 Al–1 Sn–0.3 Mn alloy sheet exhibited the best combination of mechanical properties along the ED: a yield strength of 142 MPa, an ultimate tensile strength of 282 MPa and an elongation of 23%. The good performance of Mg–5 Al–1 Sn–0.3 Mn sheet was mainly attributed to the large quantity of Mg_(17)Al_(12) precipitates and a weak basal texture. Annealing caused static dynamic recrystallization, refined the grain size and enhanced the mechanical properties: yield strength of 186 MPa, ultimate tensile strength of 304 MPa, elongation of 21% along ED. Both strength and ductility were enhanced by Al alloying.