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Global and regional perspectives on optimizing thermo-responsive dynamic windows for energy-efficient buildings.
Nat Commun
January 2025
Building Technology & Urban Systems Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
Architectural thermo-responsive dynamic windows offer an autonomous solution for solar heat regulation, thereby reducing building energy consumption. Previous work has emphasized the significance of thermo-responsive windows in hot climates due to their role in solar heat control and subsequent energy conservation; conversely, our study provides a different perspective. Through a global-scale analysis, we explore over 100 material samples and execute more than 2.
View Article and Find Full Text PDFLarge Language Models in Worldwide Medical Exams: Platform Development and Comprehensive Analysis.
J Med Internet Res
December 2024
Joint Laboratory of Artificial Intelligence for Critical Care Medicine, Department of Critical Care Medicine and Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, China.
Background: Large language models (LLMs) are increasingly integrated into medical education, with transformative potential for learning and assessment. However, their performance across diverse medical exams globally has remained underexplored.
Objective: This study aims to introduce MedExamLLM, a comprehensive platform designed to systematically evaluate the performance of LLMs on medical exams worldwide.
spread.gl: visualizing pathogen dispersal in a high-performance browser application.
Bioinformatics
November 2024
Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Leuven 3000, Belgium.
Motivation: Bayesian phylogeographic analyses are pivotal in reconstructing the spatio-temporal dispersal histories of pathogens. However, interpreting the complex outcomes of phylogeographic reconstructions requires sophisticated visualization tools.
Results: To meet this challenge, we developed spread.
TIMESS a power analysis tool to estimate the number of locations and repeated measurements for seasonally and clustered mosquito surveys.
Ann Oper Res
July 2023
Malaria Elimination Initiative, Institute for Global Health Sciences, University of California San Francisco, 550 16th Street, San Francisco, CA 94158 USA.
Every day, hundreds of mosquito surveys are carried out around the world to inform policy and management decisions on how best to reduce or prevent the burden of mosquito-borne disease or mosquito nuisance. These surveys are usually time consuming and expensive. Mosquito surveillance is the essential component of vector management and control.
View Article and Find Full Text PDFCOCONUT 2.0: a comprehensive overhaul and curation of the collection of open natural products database.
Nucleic Acids Res
January 2025
Institute for Inorganic and Analytical Chemistry, Friedrich Schiller University Jena, Lessingstr 8, 07743, Jena, Germany.
The COCONUT (COlleCtion of Open Natural prodUcTs) database was launched in 2021 as an aggregation of openly available natural product datasets and has been one of the biggest open natural product databases since. Apart from the chemical structures of natural products, COCONUT contains information about names and synonyms, species and organism parts in which the natural product has been found, geographic information about where the respective sample has been collected and literature references, where available. COCONUT is openly accessible at https://coconut.
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