The popular convolutional neural networks (CNNs) have been successfully used in very high-resolution remote sensing image semantic segmentation. However, these networks often suffer from performance limitations. First, although deeper networks usually provide better feature representation, they may cause p...

This paper presents an investigation of well integrity during low-temperature CO₂ injection using a model of thermo-poroelasticity with interface damage mechanics. The casing–cement and cement–formation interfaces are described using cohesive interface elements and a bilinear traction–separation law. Verificati...

Most existing Vision Transformer-based frameworks for weakly supervised semantic segmentation utilize class activation maps to generate pseudo masks. Although it mitigates the class-agnostic issue, this approach still suffers from misclassification and noise in segmentation results. To overcome these limit...

The task of relation extraction in natural language processing is to identify the relation between two specified entities in a sentence. However, the existing model methods do not fully utilize the word feature information and pay little attention to the influence degree of the...

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Occupants in natural ventilated buildings usually control ventilation through window opening. As part of the PRELUDE H2020 project a framework of how to predict an indoor environment by correlating internal environmental variables and external climatic variables was developed; this was presented&...

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The asymptotic local power of least squares–based fixed-T panel unit root tests allowing for a structural break in their individual effects and/or incidental trends of the AR(1) panel data model is studied. Limiting distributions of these tests are derived under a sequence of ...

Combined action observation and motor imagery (AOMI) facilitates corticospinal excitability (CSE). This study used single-pulse transcranial magnetic stimulation (TMS) to explore changes in CSE for coordinative AOMI of a single-leg sit-to-stand (SL-STS) movement. Twenty-one healthy adults completed two tes...