We report an experimental design issue in recent machine learning formulations of the enhancer-promoter interaction problem arising from the fact that many enhancer-promoter pairs share features.Cross-fold validation schemes which do not correctly separate these feature sharing enhancer-promoter pairs into one test set report high accuracy, which i
Interior permanent magnetic synchronous motors (IPMSMs) adopting concentrated windings have been widely used in industrial applications.To reduce operating costs, it is an important issue to enhance the efficiency of an IPMSM as much as possible while maintaining manufacturing costs.In general, an IPMSM used for an industrial application always ope
The feedbacks between climate, atmospheric CO LC _2 concentration and the terrestrial carbon cycle are a major source of uncertainty in future climate projections with Earth systems models.Here, we use observation-based estimates of the interannual variations in evapotranspiration (ET), net biome productivity (NBP), as well as the present-day sensi
A surgical approach designed to reliably attain the modern goal of small incision cataract surgery 99.8% of the time is described.Phacoemulsification as well as a manual small incision technique is utilised to achieve the desired outcome Nail as often as possible and for all types of cataracts.The logic, Base Coats and required surgical step
Satellite-based time-series crop monitoring at the subfield level is essential to the efficient implementation of precision crop management.Existing spatiotemporal image fusion techniques can be helpful, but they were often proposed to generate medium-resolution images.This study proposed a high-resolution spatiotemporal image fusion method (HISTIF