Abstract Machine learning (ML) applications in weather and climate are gaining momentum as big data the immense increase High-performance computing (HPC) power paving way. Ensuring FAIR reproducible ML practices significant challenges for Earth system researchers. Even though principle is well known to many scientists, research communities slow adopt them. Canonical Workflow Framework Research ...

In this paper, a novel swarm intelligent algorithm is proposed called ant nesting (ANA). The inspired by Leptothorax ants and mimics the behavior of searching for positions to deposit grains while building new nest. Although swarming ants, it does not have any algorithmic similarity with colony optimization (ACO) algorithm. It worth mentioning that ANA considered continuous updates search agent...

The objective of the FAIR Digital Objects Framework (FDOF) is for objects published in a digital environment to comply with set requirements, such as identifiability, and use rich metadata record (Santos 2021, Schultes Wittenburg 2019, Schwardmann 2020). With increasing prevalence (Findable, Accessible, Interoperable, Reusable) principles, (FDO), used within different communities domains (Wise ...

This paper presents a novel two-view Structure-from-Motion (SfM) algorithm with the application of multiple Feature Detector Operators (FDO). The key this study is implementation FDOs into SfM algorithm. workflow can be divided three general steps: feature detection and matching, pose estimation point cloud (PCL) generation. experimental results, quantitative analyses comparison existing algori...

The last few years have seen considerable progress in terms of integrating individual elements the research ecosystem with so-called FAIR Principles (Wilkinson et al. 2016), a set guidelines to make research-related resources more findable, accessible, interoperable and reusable (FAIR). This integration process has lots technical as well social components ramifications, some which resulted dedi...

Background The FAIR principles (Wilkinson et al. 2016) are fundamental for data discovery, sharing, consumption and reuse; however their broad interpretation many ways to implement can lead inconsistencies incompatibility (Jacobsen 2020). European Open Science Cloud (EOSC) has been instrumental in maturing encouraging practices across a wide range of research areas. Linked Data the form RDF (Re...

In this paper we present a model which is, by construction, consistent with observed market quotes for standard CDO tranches. The model is closely related to implied tree methods which can be used for valuing exotic equity derivatives consistent with observed market quotes for vanilla European call and put options. Rather than modelling default events for each name in the basket, the total bask...

Nutritional status of the mother is known to influence various metabolic adaptations required for optimal fetal development. These may be mediated by transcription factors like peroxisome proliferator activated receptors (PPARs), which are activated by long chain polyunsaturated fatty acids. The objective of the current study was to examine the expression of different hepatic transcription fact...

Different pleiotropic transcriptional regulators are known to function in the coordination of regulons concerned with carbon, nitrogen, sulfur, phosphorus and iron metabolism, but how expression profiles of these different regulons are coordinated with each other is not known. The basis for the effects of cysB mutations on carbon utilization in Escherichia coli and Salmonella typhimurium was ex...

Background In the past decade many different national, EU and global projects have been successful in raising awareness about Open Science importance of making data findable accessible such as stated FAIR principles (Wilkinson et al. 2016). this respect, there advances with respect to options for discovering data. A multitude either thematic or general catalogues are providing faceted browsing ...