Category: 7. Maths

This section presents the proposed gravity model and its calibration to a specific geographical area, firstly providing a formal description of our gravity meta-model for hospital selection, detailing the foundational modeling hypotheses, the…

Well-posedness of the LV algorithm

We show that the LV algorithm indeed converges to the claimed result in the following way. First, we show in Lemma 1 that the trajectories are contained in the invariant set [0, 1]ⁿ for t ≥ 0. Second,…

Appendix A: Datasets

We utilize multiple datasets with distinct characteristics to evaluate the performance of our proposed model. The datasets can be divided into two categories, tasks of Object & Scene Recognition (i.e., CIFAR-100, OOD-CV,…

Data collection

The data used in this study were collected from a pig farm at Soonchunhyang University, South Korea. Multiple cameras were strategically installed at different viewpoints, capturing images against various backgrounds and operating…

The hybrid topology optimization method proposed in this paper combines MMC method and SIMP method, so it is necessary to understand how these two methods achieve topology optimization of multiple materials structure. The key of topology…

GAN series models have always been mainstream generative models, but the original GAN model suffers from the issue of training collapse. WGAN improves upon this by using the Wasserstein distance, addressing the tendency for training collapse in…

Model overview

The Enhanced Diffusion Boundary Classification Network (EDCBN) addresses key challenges in NER, including noisy annotations, overlapping entities, and complex text structures, through a unified framework designed to enhance feature…

Datasets collection, experimental environment, and parameters setting

The datasets selected in the experiment are the Canadian Institute for Advanced Research-10 (CIFAR-10), ImageNet dataset, and Custom Dataset. CIFAR-10 is a standard dataset…

Platform of wind turbine pultruded panel production

The wind turbine pultruded panel production system follows a continuous automated pultrusion process, which involves key steps such as fiber supply, resin impregnation, mold heating and curing,…

This systematic review and meta-analysis aimed to identify the real physical test values of the essential input parameters required for an accurate mandibular finite element analysis (FEA). The study illustrates that not every essential parameter…