In this article, a fractional-order proportional-integral-differential (FOPID) controller and its modified structure, called MFOPID controller, are presented. To guarantee optimal system performance, the gains of proposed FOPID controllers well-tuned, employing Jellyfish Search Optimizer (JSO), novel highly effective bioinspired metaheuristic approach. The assessed in hybrid with two domains, w...

Specimen Data Refinery (SDR) is a developing platform for automating transcription of specimens from natural history collections (Hardisty et al. 2022). SDR based on computational workflows and digital twins using FAIR Digital Objects. We show our recent experiences with building the Galaxy workflow system combining two FDO methodologies open (openDS) RO-Crate data packaging. suggest improvemen...

Academic research requires careful handling of data plus any means to collect, transform and publish it, activities commonly supported by software (from scripts end-user applications). Data Management Plans (DMPs) are nowadays requested funders as part good practices. A DMP describes the management lifecycle for corresponding a project, covering from collection publication preservation. To supp...

Motivation Results of simulations with climate models form the most important basis for research and statements about possible changes in future global, regional local climate. These output volumes are increasing at an exponential rate (Balaji et al. 2018, Stevens 2019). Efficiently handling these amounts data is a challenge researchers, mainly because development novel workflow approaches have...

The LAMPF accelerator consists of two 0.75-MeV injectors, one for H + and the other for H − , a separate low-energy beam transport (LEBT) line for each beam species, a 0.75 to 100-MeV drift-tube linac (DTL) operating at 201.25 MHz, a 100-MeV transition region (TR), and a 100 to 800-MeV side-coupled linac (SCL) operating at 805 MHz. Each LEBT line consists of a series of quadrupoles to transport...

RADAR is a cross-disciplinary internet-based service for long-term and format-independent archiving publishing of digital research data from scientific studies projects. The focus on disciplines that are not yet supported by specific management infrastructures. repository aims to ensure access availability deposited datasets according FAIR criteriaWilkinson et al. 2016 the benefit community. Pu...

Data's role in a variety of technical and research areas is undeniably growing. This can be seen, for example, the increased investments development data-intensive analytical methods such as artificial intelligence (Zhang 2022), well rising rate data generation which expected to continue into near future (Rydning Shirer 2021). Academic one areas, where lifeblood generating hypotheses, creating ...

RO-Crate (Soiland-Reyes et al. 2022) is a lightweight method to package research outputs along with their metadata, based on Linked Data principles (Bizer 2009) and W3C standards. provides flexible mechanism for researchers archiving publishing rich data packages (or any other outcome) by capturing dependencies context. However, additional measures should be taken ensure that crate also followi...

New types of workflows are being used in science that couple traditional distributed and high-performance computing (HPC) with data-intensive approaches, orchestrate ensembles numerical simulations artificial intelligence (AI) models. Such may use AI models to supplement computation where be too computationally expensive, automate trivial yet time consuming operations, perform preliminary selec...

Alcohol in Iran is produced mainly from molasses of sugar cane and sugar beet. Other sources of alcohol production like wheat and barley exist, but because of some cultural and political reasons, they cannot be legally used for producing alcohol in Iran. Twenty-six manufacturers in 18 provinces are officially active. The actual capacity of ethanol production with medical purity is about 100mill...