Hi, We are a dedicated academic writers and researchers with a passion for crafting insightful essays. We've been helping students elevate their academic work through clear, well-researched writing. Our expertise spans various subjects, with a special focus on business ethics and philosophical analysis.

At AllEssay, We share carefully curated resources to help students develop stronger arguments and ethical frameworks in their writing. You'll find one of my most useful guides on crafting definition ...

An open infrastructure for exploring new horizons for research on microbial communities.

Software and data format standards for management of microscopy image data. Joint project between international private and public research

The Core Bioinformatics Group (Swarbreck Group) at the Earlham Institute delivers high-quality computational analysis across a wide range of sequencing data types. The group also develops software tools and analysis pipelines that underpin the Institute’s Strategic Programmes and its role in the National Bioscience Research Infrastructure for Transformative Genomics.

Working with data from diverse sequencing platforms, the group collaborates closely with other research teams at the Earlham Institute ...

The Earlham Institute Papatheodorou Group leads a programme of data-intensive science for cellular genomics and FAIR data infrastructure. The group hosts highly experienced data scientists and software developers to enable the development of software and metadata standards for openly and reproducibly sharing different types of omics data and images. The team also develop end-to-end pipelines for the standardised analyses of single-cell and spatial transcriptomics datasets.

The Laboratory of Systems and Synthetic Biology (SSB) contributes to elucidate mechanisms underlying basic cellular processes, evolution and interactions among microbes and between microbes and their environment (including the human host). We do so in the context of entire biological systems. We translate the acquired knowledge into biotechnological, medical and environmental applications.

EMBL Bioimage Analysis Support Team

Team of BiRD bioinformatics core facility in Nantes

Ensembl is a genome browser for vertebrate genomes that supports research in comparative genomics, evolution, sequence variation and transcriptional regulation. Ensembl annotate genes, computes multiple alignments, predicts regulatory function and collects disease data. Ensembl tools include BLAST, BLAT, BioMart and the Variant Effect Predictor (VEP) for all supported species.

The HPSC at the University of Naples "Parthenope" eScience team

A space for pipelines from Kendall and Theisen lab collaboration

Keçeci Numbers: Keçeci Sayıları

Description / Açıklama

Keçeci Numbers (Keçeci Sayıları): Keçeci Numbers; An Exploration of a Dynamic Sequence Across Diverse Number Sets: This work introduces a novel numerical sequence concept termed "Keçeci Numbers." Keçeci Numbers are a dynamic sequence generated through an iterative process, originating from a specific starting value and an increment value. In each iteration, the increment value is added to the current value, and this "added value" is recorded ...

adnus (AdNuS): Advanced Number Systems

adnus is a Python library that provides an implementation of various advanced number systems. This library is designed for mathematicians, researchers, and developers who need to work with number systems beyond the standard real and complex numbers. Features

Harmonic and Oresme Sequences: Functions to generate harmonic numbers and Oresme sequences. Bicomplex Numbers: A class for bicomplex numbers with full arithmetic support. Neutrosophic Numbers: Classes ...

KececiLayout

Kececi Layout (Keçeci Yerleşimi): A deterministic graph layout algorithm designed for visualizing linear or sequential structures with a characteristic "zig-zag" or "serpentine" pattern.

Python implementation of the Keçeci layout algorithm for graph visualization. Description / Açıklama

This algorithm arranges nodes sequentially along a primary axis and offsets them alternately along a secondary axis. It's particularly useful for path graphs, chains, or showing progression.

Bu ...

Oresmej: Oresme Jax

Oresme numbers refer to the sums related to the harmonic series. Türkçe Tanım:

Oresme Sayıları, 14. yüzyılda Nicole Oresme tarafından incelenen matematiksel serilerdir. Oresme sayıları harmonik seriye ait toplamları ifade eder. İki türü vardır:

( \frac{n}{2^n} ) serisi (Oresme'nin orijinal çalışması), Harmonik sayılar (( H_n = 1 + \frac{1}{2} + \cdots + \frac{1}{n} )). Bu sayılar, analiz ve sayı teorisinde önemli rol oynar.

English Definition:

Oresme Numbers are mathematical ...

Türkçe Tanım:

Oresme Sayıları, 14. yüzyılda Nicole Oresme tarafından incelenen matematiksel serilerdir. Oresme sayıları harmonik seriye ait toplamları ifade eder. İki türü vardır:

( \frac{n}{2^n} ) serisi (Oresme'nin orijinal çalışması), Harmonik sayılar (( H_n = 1 + \frac{1}{2} + \cdots + \frac{1}{n} )). Bu sayılar, analiz ve sayı teorisinde önemli rol oynar.

English Definition:

Oresme Numbers are mathematical series studied by Nicole Oresme in the 14th century. Oresme numbers refer to the sums ...

Keçeci Fractals: Keçeci Fraktals

Keçeci Circle Fractal: Keçeci-style circle fractal.

Description / Açıklama

Keçeci Circle Fractal: Keçeci-style circle fractal.:

This module provides two primary functionalities for generating Keçeci Fractals:

kececifractals_circle(): Generates general-purpose, aesthetic, and randomly colored circular fractals. visualize_qec_fractal(): Generates fractals customized for modeling the (version >= 0.1.1) concept of Quantum Error Correction (QEC) codes. Stratum ...

Keçeci Binomial Squares (Keçeci Binom Kareleri): Keçeci's Arithmetical Square (Keçeci Aritmetik Karesi, Keçeci'nin Aritmetik Karesi)

Description / Açıklama

Keçeci Binomial Squares (Keçeci Binom Kareleri): Keçeci's Arithmetical Square (Keçeci Aritmetik Karesi, Keçeci'nin Aritmetik Karesi):

Keçeci Binomial Squares (Keçeci Binom Kareleri): The Keçeci Binomial Square is a series of binomial coefficients forming a square region within Khayyam (مثلث خیام), Pascal, Binomial Triangle, selected from a ...

grikod2 (Gri Kod, Gray Code)

A Python library for converting binary numbers to Gray Code with ease. Tanım (Türkçe)

Gri Kod: grikod2 İkili sayıları Gri Koda çevirir. Description (English)

Gri Kod: grikod2 converts binary numbers to Gray Code. Kurulum (Türkçe) / Installation (English) Python ile Kurulum / Install with pip, conda, mamba

pip install grikod2 -U python -m pip install -U grikod2 conda install bilgi::grikod2 -y mamba install bilgi::grikod2 -y

• pip uninstall grikod2 -y

• pip install ...

Grikod (Gri Kod, Gray Code)

Tanım (Türkçe) Gri Kod: Grikod İkili sayıları Gri Koda çevirir.

Description (English) Gri Kod: Grikod converts binary numbers to Gray Code.

Kurulum (Türkçe) / Installation (English) Python ile Kurulum / Install with pip, conda, mamba pip install grikod -U python -m pip install -U grikod conda install bilgi::grikod -y mamba install bilgi::grikod -y

• pip uninstall grikod -y

• pip install -U grikod
• python -m pip install -U grikod PyPI

Test Kurulumu / Test Installation ...

This is metadata of human trafficking research conducted by Daniel Tesfa in Tigray and Addis Ababa between October 2024 and March 2025.

Download all genome from https://www.ncbi.nlm.nih.gov/labs/virus/vssi/#/virus?SeqType_s=Nucleotide with filter host:viridiplantae and Refseq on.

This document provides guidance for understanding and implementing the set of workflows included in this collection. It outlines best practices and recommendations to ensure successful setup and execution of automated and real-time image processing pipelines.

Guidelines for using Scipion in the context of on-the-fly image processing at cryo-EM facilities. This document is divided into three main sections:

• On-the-fly processing: Monitoring data acquisition in real time.

• Processing workflows and templates: Building familiarity with creating and customizing workflows and templates in Scipion.

• Scipion with queue systems: Demonstrating Scipion’s behavior and integration with SLURM-based queueing systems.

This document provides a detailed explanation of all the workflows, including their functionalities, problems they address, advantages, disadvantages, implementation requirements, and open points for future versions.

In the age of high-throughput data, computational workflows have made data processing tasks flexible, manageable, and automated. To administer different computational activities in a workflow, different workflow management systems (WMS) are used that necessitate a sophisticated level of standardisation. Standardisation and reproducibility can be achieved by using standard formats for specifying workflows, such as Common Workflow Language (CWL), and provenance gathering with the standard W3C PROV ...

Poster and presentation video by Ambarish Kumar

This is human trafficking vecabulory that explains how terms are used to explore the human trafficking context in Ethiopia.

ConceptScheme URI https://workflowhub.eu/events/11 PREFIX vocab https://workflowhub.eu/events/11 dct:title Human Trafficking Vocabulary dct:description Welcome to Human Trafficking Vocabulary dct:creater https://orcid.org/0000-0002-5115-0231

URI skos:prefLabel@en skos:altLabel@en skos:definition@en skos:narrower(separator=",") skos:notation@en vocab:type_of_data Data Type ...

Hilbert spaces provide the fundamental mathematical framework for describing quantum mechanical systems. Their structure, characterized by an inner product and completeness, allows for the representation of quantum states as vectors and physical observables as self-adjoint operators. Key quantum phenomena such as superposition and entanglement find natural expression within this formalism. Superposition, where a quantum system can exist in multiple states simultaneously, is represented by linear ...

Keçeci Varsayımı'nın Hesaplanabilirliği: Sonlu Adımda Kararlı Yapıya Yakınsama Sorunu

Mehmet Keçeci ORCID: https://orcid.org/0000-0001-9937-9839, Independent Researcher

Received: 03.08.2025

Abstract:

Bu çalışma, "Keçeci Varsayımı" olarak adlandırılan yeni bir matematiksel hipotezi sunar ve bu varsayımın, klasik Collatz Varsayımı'nın çok daha genel bir çerçevede formüle edilmiş hali olabileceğini ileri sürer. Keçeci Varsayımı, belirli bir yinelemeli süreç boyunca, herhangi bir başlangıç değerinin ...

Bu çalışma, harmonik serilerin hesaplanmasında geleneksel saf Python tabanlı bir yaklaşım ile modern JAX kütüphanesine dayalı bir yaklaşımın performans, ölçeklenebilirlik ve verimlilik açısından karşılaştırılmasını sunmaktadır. Harmonik seri ve matematiksel analizde önemli bir yere sahip olan ıraksak bir seridir. Hesaplamalı matematikte bu tür serilerin etkin bir şekilde değerlendirilmesi, özellikle büyük veri ve yüksek hassasiyet gerektiren uygulamalarda kritik öneme sahiptir. Geleneksel saf ...

The Limits of Python in Computational Mathematics and Their Extension with JAX: An Application on Harmonic Numbers

Mehmet Keçeci ORCID: https://orcid.org/0000-0001-9937-9839, Independent Researcher

Received: 29.07.2025

Abstract:

This study presents a comparative analysis of a traditional, pure Python-based approach and a modern, JAX library-based approach for calculating the harmonic series, focusing on performance, scalability, and efficiency. The harmonic series is a divergent series of significant ...

This study extends the domain of Keçeci Numbers, a unique class of sequences generated by a distinctive algorithm, beyond standard number systems into advanced mathematical structures such as neutrosophic and hyperreal numbers. Keçeci Numbers are sequences produced via a recursive algorithm based on a starting value and an incremental scalar, governed by rules of divisibility and primality. The primary objective of this paper is to investigate the behaviour of this deterministic algorithm within ...

Bu çalışma, özgün bir algoritmik yapıya sahip olan Keçeci Sayı dizilerinin tanım kümesini, standart sayı sistemlerinin ötesine taşıyarak nötrosofik ve hipergerçek sayılar gibi ileri düzey matematiksel yapılarla genişletmektedir. Keçeci Sayıları, temel olarak bir başlangıç değeri ve bir artış skalerine dayanan, bölünebilirlik ve asallık testlerine bağlı özyinelemeli bir algoritma ile üretilen dizilerdir. Bu çalışmanın temel amacı, bu deterministik algoritmanın, belirsizlik (nötrosofik) ve sonsuz ...

The development of quantum computers represents one of the most exciting and challenging endeavours in modern science. Progress in this field, particularly with the advent of the second quantum revolution, necessitates a profound interplay between diverse disciplines such as materials science, condensed matter physics, and quantum information theory. The primary aim of this work is to explore the potential of layered quantum structures containing exotic particles—Weyl and Majorana fermions—to ...

This study presents a comparative analysis of static and dynamic number sequences, using the classical Oresme numbers and the novel Keçeci numbers, developed by Mehmet Keçeci, as primary case studies. Static sequences are characterized by a fixed, predictable recurrence relation. The Oresme numbers—the partial sums of the harmonic series (Η_n=∑(k=1)^n 1/k)—exemplify this category. Their generation follows a simple, deterministic rule (Η_n= Η(n-1)+1/n), and their predictable divergence, proven ...

Nodal-line semimetals constitute a fascinating subclass within the family of topological materials in condensed matter physics. These unique materials are characterized by the intersection of their electronic energy bands along one or more closed or open lines within the Brillouin Zone, rather than at isolated points. These lines of intersection are termed "nodal lines," and along these lines, electrons can behave as if they were massless, leading to extraordinary electronic properties. The ...

Weyl semimetals (WSMs) have emerged as one of the most groundbreaking discoveries in condensed matter physics in recent years, deepening our fundamental scientific understanding and opening new horizons for future technologies. These materials are named after Hermann Weyl, who in 1929 predicted Weyl fermions – massless, chiral relativistic particles. WSMs, as low-energy excitations of these fermions in solid-state systems, possess special points in their electronic band structure where bands cross ...

Beyond Topology: Deterministic and Order-Preserving Graph Visualization with the Keçeci Layout

Mehmet Keçeci1 1ORCID : https://orcid.org/0000-0001-9937-9839, İstanbul, Türkiye

Received: 03.07.2025

Özet/Abstract:

The visualization of scientific data is a fundamental step in uncovering hidden patterns and relationships within complex systems. While conventional force-directed graph layout algorithms (e.g., spring layout) are effective at displaying the general topology and clustering tendencies of ...

This study comprehensively examines the profound technological and methodological synergies existing between observations made via interferometric detectors such as LIGO and Virgo, which have revolutionized the field of gravitational wave (GW) astrophysics, and the rapidly advancing quantum computing (QC) technologies. As both disciplines aim to perform measurements pushing the limits of precision, the effective control and mitigation of environmental and quantum-originated noise pose a critical ...

Many systems encountered in nature and engineering exhibit complex and hierarchical geometric structures. Fractal geometry provides a powerful tool for understanding and modeling these structures. However, existing deterministic circle packing fractals, such as the Apollonian gasket, often adhere to fixed geometric rules and may fall short in accurately reflecting the diversity of observed structures. Addressing the need for greater flexibility in modeling physical and mathematical systems, this ...

Keçeci Deterministic Zigzag Layout (Keçeci Zigzag Layout Algorithm, Keçeci Layout) is a deterministic node layout algorithm designed for graph visualization in Python. Its primary purpose is to position the nodes of a graph in a predefined, sequential, and repeatable manner. The algorithm processes nodes sequentially, placing them along a user-defined primary axis (e.g., top-down or left-to-right) while applying an offset on the secondary axis in a zigzag pattern. This zigzag pattern helps prevent ...

This workflow is part of the EJP RD case study on CAKUT published here: Bayjanov, J.R., Doornbos, C., Ozisik, O. et al. Integrative analysis of multi-omics data reveals importance of collagen and the PI3K AKT signalling pathway in CAKUT. Sci Rep 14, 20731 (2024). https://doi.org/10.1038/s41598-024-71721-8

Protein domains can be viewed as building blocks, essential for understanding structure-function relationships in proteins. However, each domain database classifies protein domains using its own methodology. Thus, in many cases, boundaries between different domains or families differ from one domain database to the other, raising the question of domain definition and enumeration. The answer to this question cannot be found in a single database. Rather, expert integration and curation of various ...

Portable genotype-free demultiplexing benchmarkign pipeline.

A portable pipeline for benchmarking genotype-free single-cell demultiplexing methods on simulated data.

The pipeline is designed to be generelisable to different datasets with arbitrary numbers of simulated mulitplexed samples. All software as part of pipeline is run through Apptainer containers to ensure reproducibility and ease of use. The pipeline default configuration is to be run on a cluster with a SLURM scheduler, but can be ...

demux_doublet_sim

Repository for Nextflow pipeline used in demuxSNP demultipelxing paper

Overall workflow

1. Simulate doublets

• Add per-sample suffix to barcodes in BAM
• Merge per-sample BAMs
• Generate lookup of barcodes to rename to reach a set % doublets
• Rename barcodes in BAM as per lookup

2. Benchmark methods

• Experiments 1: Vary doublet rate
• Experiment 2: Vary SNP subsetting

Inputs

Most inputs are specified in nextflow.config: container__souporcell: path to souporcell apptainer ...

PaSTa is a nextflow-based end-to-end image analysis pipeline for decoding image-based spatial transcriptomics data. It performs imaging cycle registration, cell segmentation and transcripts peak decoding. It is currently supports analysis of three types of ST technology:

• in-situ sequencing-like encoding
• MERFISH-like encoding
• RNAScope-like labelling

Prerequisites:

1. Nextflow. Installation guide: https://www.nextflow.io/docs/latest/getstarted.html
2. Docker or Singularity. Installation guide: ...

A workflow for performing alignment and phylogeny using protein sequences when studying genes/gene families.

EC-Earth3 workflow with wrappers running in MeluXina with Autosubmit v3.15.14, used to assess the effects of task aggregation on queueing times. Workflow configuration is based on the Auto-EC-Earth3's testing suite [1].

In order to reduce the size of the workflow, the /tmp directory has been deleted. Additionally, the experiment has been cleaned up with the Autosubmit clean command. The ...

EC-Earth3 workflow without wrappers running in MeluXina with Autosubmit v3.15.14, used to assess the effects of task aggregation on queueing times. Workflow configuration is based on the Auto-EC-Earth3's testing suite [1].

In order to reduce the size of the workflow, the /tmp directory has been deleted. Additionally, the experiment has been cleaned up with the Autosubmit clean command. The ...

EC-Earth3 workflow without wrappers running in MareNostrum 5 with Autosubmit v3.15.18, used to assess the effects of task aggregation on queueing times. Workflow configuration is based on the Auto-EC-Earth3's testing suite [1].

In order to reduce the size of the workflow, the /tmp directory has been deleted. Additionally, the experiment has been cleaned up with the Autosubmit clean command. ...

EC-Earth3 workflow with wrappers running in MareNostrum 5 with Autosubmit v3.15.18, used to assess the effects of task aggregation on queueing times. Workflow configuration is based on the Auto-EC-Earth3's testing suite [1].

In order to reduce the size of the workflow, the /tmp directory has been deleted. Additionally, the experiment has been cleaned up with the Autosubmit clean command. The ...

EC-Earth3 workflow without wrappers running in MareNostrum 4 with Autosubmit v3.15.0b0, used to assess the effects of task aggregation on queueing times. Workflow configuration is based on the Auto-EC-Earth3's testing suite [1].

In order to reduce the size of the workflow, the /tmp directory has been deleted. Additionally, the experiment has been cleaned up with the Autosubmit clean command. ...

EC-Earth3 workflow with wrappers running in MareNostrum 4 with Autosubmit v3.15.0b0, used to assess the effects of task aggregation on queueing times. Workflow configuration is based on the Auto-EC-Earth3's testing suite [1].

In order to reduce the size of the workflow, the /tmp directory has been deleted. Additionally, the experiment has been cleaned up with the Autosubmit clean command. ...

The Spatial Transcriptomics analysis workflow for Xenium data from the PATH2XNAT project tested on the non-diseased lung dataset from 10X genomics. The analysis workflow written in R and executed in the interactive RStudio environment consists of visualizations, clustering, feature selection and cluster annotation.

RNA-SeqEZPZ-NF

Nextflow Pipeline for RNA-SeqEZPZ

A Point-and-Click Pipeline for Comprehensive Transcriptomics Analysis with Interactive Visualizations

RNA-SeqEZPZ-NF is another implementation of RNA-SeqEZPZ. RNA-SeqEZPZ-NF uses the same user interface as RNA-SeqEZPZ and runs the same pipeline, but runs the pipeline implemented by Nextflow. This pipeline is currently tested on HPC cluster with SLURM scheduler. Advanced ...

RNA-SeqEZPZ: A Point-and-Click Pipeline for Comprehensive Transcriptomics Analysis with Interactive Visualizations

RNA-SeqEZPZ is a pipeline to run analysis of RNA-Seq experiments from raw FASTQ files all the way to differential genes analysis. The pipeline is accessible through a graphical user interface implemented using a Shiny app and features interactive plots. Advanced users have the ability to customize the scripts provided with the pipeline. This pipeline is designed to run on an HPC ...

Workflow for preprocessing the reference file. Downloads the GenBank file from NCBI if not provided, concatenates plasmid GenBank file(s) with each other and the reference file.

This workflow on WorkflowHub: https://workflowhub.eu/projects/upcoming

All tool CWL files and other workflows can be found here: Tools: https://git.wur.nl/ssb/automated-data-analysis/cwl/-/tree/main/tools Workflows: https://git.wur.nl/ssb/automated-data-analysis/cwl/-/tree/main/workflows

SciWIn Client Demo

A basic Workflow using SciWIn Client (s4n) can be created with the commands hereafter. This guide assumes the usage of unix based operating systems, however Windows should work, too. If not please open an issue.

Installation

...

📄 Generalizable machine learning models for rapid antimicrobial resistance prediction in unseen healthcare settings

This repository contains the code used for the experiments in the paper:

Generalizable machine learning models for rapid antimicrobial resistance prediction in unseen healthcare settings by Diane Duroux, Paul P. Meyer, Giovanni Visonà, and Niko Beerenwinkel.

⚙️ Install the dependencies

Clone the repository, unzip OriginalData.zip, and install the necessary dependencies ...

MAGNETO

MAGNETO is an automated snakemake workflow dedicated to MAG (Metagenome-Assembled Genomes) reconstruction from metagenomic data.

It includes a fully-automated coassembly step informed by optimal clustering of metagenomic distances, and implements complementary genome binning strategies, for improving MAG recovery.

Key Features

• Quality Control (QC): Automatically assesses the quality and the contamination of input reads, ensuring that low-quality data are filtered out to improve ...

Based on the Tail analysis workflow at https://git.embl.org/grp-cba/tail-analysis/-/blob/main/analysis_workflow.md

DUNE: Deep feature extraction by UNet-based Neuroimaging-oriented autoEncoder

A versatile neuroimaging encoder that captures brain complexity across multiple diseases: cancer, dementia and schizophrenia.

Overview

DUNE (Deep feature extraction by UNet-based Neuroimaging-oriented autoEncoder) is a neuroimaging-oriented deep learning model designed to extract deep features from multisequence brain MRIs, enabling their processing by basic machine learning algorithms. This project provides an ...

Description

The Settlement Delineation and Analysis (SDA) workflows generates a settlement network from geospatial settlement data. It can process geotiff and shapefile inputs and was originally designed to operate on the World Settlement Footprint dataset. Through multiple workflow stages, a settlement network is constructed, contracted (i.e. clustered) and ultimately analysed with centrality measures. The output shapefile stores the ...

Open Work Flow Articles (OWFAs)

Collection of EC-Earth3 workflows running with Autosubmit 3, with and without task wrappers, for different Slurm-based HPC platforms. See the individual descriptions for further details.

This is an inclusive collection of workflows related to biodiversity and ecology (especially non-microbial). A big portion covers genome assembly of newly-sequenced species, using long reads (ONT or PacBio HiFi), possibly complemented by chromosome capture (typically HiC) for scaffolding, or/and by short reads (typically Illumina). It also aims at collating workflows related to ecology, biodiversity, biogeography, natural history, and related scientific areas, across the whole WorkflowHub and ...

A collection of image processing templates designed to support data collection and automated processing for Single Particle Analysis (SPA) in cryo-electron microscopy. The workflows range from simple pipelines—including movie alignment, CTF estimation, and quality assessment—to fully automated 2D and 3D processing. Please select the workflow that best suits your needs.

EuCanImage FHIR ETL Implementation

This repository contains the ETL implementation for EuCanImage, encouraging semantic interoperability of the clinical data obtained in the studies by transforming it into a machine-readable format following FHIR standards. This parser uses FHIR Resources in order to create the dictionaries following a FHIR compliant structure.

• Code Language is written in Python 3.11. ...

A set of generic and automatic workflows designed to: 

• Run on-the-fly and unattended.

• Maintain robust stability for a wide range of samples.

• Covers steps from movies to CTF estimation (for the moment).

• Monitor the acquisition process and provide user feedback.

• Comprise three proposed workflows, each with an additional layer of complexity.

Collection of workflows exploring data in the Image Data Resource (IDR).

TronFlow is an open source collection of computational workflows originally conceived for tumor-normal somatic variant calling over whole exome data and the manipulation of BAM and VCF files with the aim of having comparable and analysis-ready data. Over time, we have extended it to germline variant calling, copy numbers and other related technologies and analyses.

Its modular architecture covers different analytical and methodological use cases that allow analysing FASTQ files into analysis-ready ...