This is version 2 of the Human-Bear Conflict Radar: a digital twin for monitoring and forecasting human-bear conflict in the Central Balkan National Park, Bulgaria. Following review, recommendations from reviewers included further validation analyses for the conflict risk and bear dispersal models. These are now detailed in the ConflictRiskModel.R and BearDispersalModel.R files. This lead to relatively small changes in the resulting models which were then updated in the bearDT-lib.R and DTapp.R files as well as the dynamic_conflict_model.rds file.
Experimental breakthroughs in flexoelectricity and flexotronics demonstrate that inhomogeneous strain gradients induce massive electric polarization and internal electric fields in all physical media, including centrosymmetric semiconductors like silicon and germanium, two-dimens…
This dataset contains manually annotated bounding boxes around the logos of 40 Bangladeshi news outlets as they appear on social media news photocards — square image-based news summaries distributed primarily on Facebook. It was created to support the development and evaluation o…
This record presents two companion working papers: 1. The 2050 Permission Rush: Machine Abundance, Lunar Infrastructure and the Contested Permission Layer — version 0.4 This paper develops a cross-domain theory of permission in an economy increasingly shaped by embodied artificia…
Executive Summary For decades, the human-machine interface has remained flat, characterized by sterile alphanumeric outputs and static diagnostic charts. As deep learning models grow in both parameter count and structural complexity, they increasingly resemble "black boxes"—compu…
## Description The **BPS Rheumatic and Autoimmune Procurement Dataset (BPS-RAPD)** is a curated dataset derived from the **Banco de Preços em Saúde (BPS)**, an official public information system maintained by the Brazilian Ministry of Health. The dataset contains public procureme…
Modern robotic systems combine heterogeneous control elements that operate at different time scales and pursue different local objectives, including hardware protection, servo control, reflex control, safety supervision, motion and task planning, learned policies, remote operatio…