In the supplementary materials, we present more details to the data collection procedure, and more details about the training of our image classification component, including the large-scale classifier training and the confusion matrix estimation.

Alloyed and compound contacts between metal and semiconductor transistor channels enable self-aligned gate processes which play a significant role in transistor scaling. At nanoscale dimensions and for nanowire channels, prior experiments focused on reactions along the channel length, but the early stage of reaction in their cross sections remains unknown. Here, we report on the dynamics of the...

MOTIVATION The growing interest in the role of stochasticity in biochemical systems drives the demand for tools to analyse stochastic dynamical models of chemical reactions. One powerful tool to elucidate performance of dynamical systems is sensitivity analysis. Traditionally, however, the concept of sensitivity has mainly been applied to deterministic systems, and the difficulty to generalize ...

This iJaper reviews some of the effort required to transform one thermal protection SySUill concept. titanium multiwall, from a conceptual de5ign to a practical working reality. Gradually. frUM continuing analytical and e~pcrimental studies, a fundamental understanding :)f the therrna 1 and s t ructu ra 1 performance of the ba~ic lIIultil~all concept is evolving. In addition, radiant heat. wind...

PURPOSE Literature suggests that the lower modulus of elasticity of titanium makes it ideal for use in children compared with stainless steel. Better fracture stability was observed in association with titanium nails on torsional and axial compression testing. However, stainless steel nails are stiffer than titanium counterparts, which may provide a rigid construct when fixing paediatric femora...

Nan Zhang1,2, Tao Bing1, Xiangjun Liu1, Cui Qi1, Luyao Shen1,2, Linlin Wang1, & Dihua Shangguan1* 1 Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences, Beijing, 100190, china. 2 University of the Chinese Academy of Sciences, Beijing 100049, China * Corresponding Author: Tel&FAX:86-...

What are the differences between eliminations of early and late transition metals? DFT mechanistic insights into the titanium-catalyzed synthesis of pyrroles from alkynes and diazenes

low carbon steel samples were both shot into and inoculated with titanium in order to improve mechanical properties such as strength and toughness. sem observations and x-ray analyses revealed that titanium nitride and titanium carbonitride precipitates being scattered in the ferrite substrate reduce the grain size in all as-cast, heat-treated and as-rolled cases. the growth of the grains at hi...