Resources & Research Tools
Curated software, biological repositories, and computational workflows for laboratory discovery
Curated software, biological repositories, and computational workflows for laboratory discovery
A structured library of computational software, wet-lab databases, R/Python pipelines, and literature engines utilized across molecular biology, metabolomics, and bioinformatics workflows.
An AI-powered academic search and research assistant that helps users discover scholarly papers, summarize findings, and quickly understand complex research topics.
An AI tool for literature reviews that simplifies reading, extracts key insights, enhances writing, and guides you through complex topics with ease.
A free search engine for research papers with citation metrics, altmetrics, and a user-friendly design for exploring scholarly works.
An AI-powered platform for discovering and analyzing academic papers, offering deep insights into scholarly literature.
A research tool with 270+ million papers and an AI assistant, Copilot, providing summaries, explanations, and answers to aid comprehension.
An AI tool designed to streamline systematic reviews by predicting the most relevant articles based on your criteria, reducing the number of studies you need to screen.
An AI research assistant that helps in literature review by finding relevant papers, summarizing findings, and extracting key information to answer specific research questions.
A tool that allows researchers to create collections of papers and visualize the connections between them, aiding in the discovery of related work and the development of comprehensive literature reviews.
An AI-powered search engine that finds and summarizes research papers, helping users quickly understand the consensus in scientific literature on a given topic.
A tool that helps you find the most relevant journals for your research based on article titles or abstracts.
A comprehensive list of journals indexed by Clarivate, offering essential information for journal selection.
Allows you to compare journals indexed in Scopus based on various metrics like impact factor and citation counts.
A tool to help you identify the best journals for submitting your manuscript based on keywords or topics.
Helps you find Elsevier journals that match your research topics and manuscript.
This tool suggests journals from Taylor & Francis based on the title and abstract of your manuscript.
A resource to help you evaluate the trustworthiness of journals and avoid predatory publishers.
A tool that helps you find Wiley journals by matching your manuscript with relevant journals.
Provides a directory of journals and their evaluation metrics, helping you find suitable journals for your research.
A tool for evaluating journals based on multiple performance metrics and journal reputation.
Suggests Sage journals that are a good fit for your research topic using your manuscript title and abstract.
A package for data manipulation, offering functions like filtering, selecting, and summarizing data. Part of the tidyverse.
Focuses on tidying data, such as reshaping and separating columns. Works well with other tidyverse packages.
A collection of R packages (e.g., ggplot2, dplyr, tidyr, purrr) for consistent data analysis and visualization.
Used for creating customizable summary tables for data frames and statistical models.
A powerful visualization package implementing the "grammar of graphics" to create complex plots.
Enhances ggplot2 plots with additional themes, color palettes, and customization options.
Provide color palettes for data visualization, ideal for maps and charts.
Creates interactive heatmaps with customization options.
Foundation for scientific computing, offering support for multidimensional arrays and mathematical operations.
Simplifies data wrangling and analysis, providing powerful tools for handling structured data.
Used for creating static, basic data visualizations.
Enhances Matplotlib with advanced statistical visualizations and attractive aesthetics.
Enables interactive and dynamic data visualizations.
Data and performs statistical tests efficiently.
Handles big data analysis with parallel computing support.
A versatile library for machine learning, offering tools for classification, regression, and clustering.
Provides tools for image manipulation, especially useful in life sciences.
Provides genomic, transcript, and protein sequences for multiple organisms.
Identifies similar DNA, RNA, or protein sequences to predict function and evolutionary relationships.
Performs pairwise sequence alignment using dynamic programming.
Multiple sequence alignment for evolutionary and functional studies.
High-speed, scalable multiple sequence alignment tool.
Identifies protein motifs and conserved functional domains.
Detects protein families and conserved domains using HMMs.
High-speed short-read aligner for large genomes.
De novo genome assembler for bacteria and small eukaryotic genomes.
De novo short-read genome assembler using de Bruijn graphs.
Detects orthologous genes across multiple species.
Interactive genome visualization with extensive annotation tracks.
Genome annotation, comparative genomics, and variation data.
Desktop tool for inspecting alignments and variants.
Web-based genome browser suitable for custom and local genomes.
Counts reads mapped to genes or genomic features.
Identifies differentially expressed genes between conditions.
Predicts RNA secondary structure using minimum free energy.
R toolkit for single-cell RNA-seq analysis and visualization.
Python framework for large-scale single-cell analysis.
Processes raw single-cell sequencing data from 10x Genomics.
Infers differentiation trajectories and pseudotime.
Builds 3D protein structures using homologous templates.
Automated homology-based protein modeling.
Performs energy minimization and molecular simulations.
Validates protein structure quality and stereochemistry.
Compares 3D structural alignments of proteins.
Visualizes, analyzes, and animates 3D molecular structures.
Advanced visualization of proteins, complexes, and cryo-EM data.
Analyzes protein–ligand interactions.
Predicts ligand-binding pockets and druggability.
Detects potential binding pockets on proteins.
Analyzes pocket dynamics from simulations.
Generates pharmacophore models for drug discovery.
Screens ligand libraries for pharmacophore matches.
Performs ligand-protein docking simulations.
Graphical interface for docking and virtual screening.
Docking based on geometric complementarity.
Refines docking results using energy-based scoring.
High-performance molecular dynamics simulations.
Performs quantum chemistry (DFT) calculations.
Predicts pharmacokinetics, solubility, and drug-likeness.
Evaluates ADMET properties computationally.
Cheminformatics toolkit for molecular modeling and drug design.
Visualizes and analyzes biological networks such as protein–protein interactions.
Explores known and predicted protein–protein interactions.
Links genes and proteins to metabolic and signaling pathways.
Curated database of human biological pathways.
Functional annotation and enrichment analysis of gene lists.
Predicts T-cell and B-cell epitopes for vaccines.
Predicts peptide binding to MHC class I molecules.
Simulates immune responses to vaccine constructs.
Simulates DNA cloning, codon optimization, and plasmid construction.
Predicts signal peptides for protein secretion.
Central database for C. elegans genetics, genomics, phenotypes, and annotations.
Open-access, peer-reviewed resource on C. elegans biology and research methods.
Anatomical and structural reference with detailed imaging and connectivity maps.
Repository for wild isolates, natural variation, and genome-wide association mapping.
Provides C. elegans strains, stocks, and genetic resources.
Computational project simulating C. elegans anatomy, connectome, and behavior.
Literature search engine for full-text publications on C. elegans.
Neural wiring and connectivity data for the full worm nervous system.
A comprehensive nucleotide sequence database with annotated genetic information.
Provides genome data, annotations, and comparative genomics tools.
Interactive genome visualization with integrated annotation tracks.
DNA Data Bank of Japan, part of the international nucleotide sequence collaboration.
A large-scale catalog of human genetic variation across populations.
NCBI repository for functional genomics and transcriptomics datasets.
EMBL-EBI's archive of functional genomics experiments and gene expression data.
Sequence Read Archive for high-throughput sequencing data storage.
Explores gene expression across tissues, conditions, and organisms.
Genotype-Tissue Expression project linking genetic variation with tissue-specific expression.
Central hub for protein sequences and functional annotation.
Protein Data Bank containing 3D structural data of biomolecules.
Database of protein families and domains with sequence alignments.
Protein–protein interaction networks from experiments and predictions.
Repository for proteomics mass spectrometry datasets.
Human Metabolome Database for small-molecule metabolites.
EBI resource for metabolomics experiments and studies.
Pathway maps for metabolism and biochemical networks.
Specialized database for lipid structures and pathways.
Curated database of biological pathways and reactions.
Clinical relevance of genetic variants linked to diseases.
Genome Aggregation Database with allele frequency data.
Database of large-scale genomic structural variations.
The Cancer Genome Atlas, a molecular characterization of cancer.
International Cancer Genome Consortium providing global cancer datasets.
Interactive platform for exploring cancer genomics data.
Large-scale biomedical database with genetic and health data.
Demographic and Health Surveys for global population health.
Global survey on social, cultural, and health-related values.
Global Health Data Exchange with worldwide health datasets.
Multiple Indicator Cluster Surveys for child and maternal health.
Public database of chemicals and their biological activities.
Binding affinities for biomolecular interactions and drug discovery.
Arabidopsis thaliana genome and functional biology database.
Comparative genomics resource for plants and crops.
Bio-Analytic Resource for plant gene expression and visualization.
Virus Pathogen Resource with genome and analysis tools.
Integrated Microbial Genomes & Microbiomes data platform.
Metagenomics analysis server for microbial communities.
Global database for influenza and SARS-CoV-2 genomic data.
Structural Classification of Proteins based on hierarchies.
Database for molecular modeling in drug design.
International clinical trial registration platform.
Access to clinical and epidemiologic study resources.
Hosted by the National Institute of Allergy and Infectious Diseases (NIAID), BioArt provides over 2,000 science and medical visuals, including vectors, icons, and brushes, created by professional illustrators.
Bioicon offers a collection of high-quality biological icons and illustrations to enhance scientific presentations and educational materials.
BioRender's scientific illustration software includes an activity sheet with editable lab icons, enabling users to create publication-quality figures using pre-made icons and templates.
SciDraw is a platform that offers a variety of scientific drawings, including vectors of cells, animals, and laboratory equipment, contributed by the scientific community.
It offers over 3,000 free, high-quality medical illustrations suitable for publications and presentations. The collection encompasses various medical specialties, including anatomy, cellular biology, and general medical items.
LabIcons offers free drawings of laboratory objects to improve knowledge communication in science and education, including clip arts of microcentrifuge tubes, plasticware, instruments, equipment, and glassware.
If you have developed or recommend a high-quality scientific software, R/Python library, or biological database that could benefit the research community, feel free to share it.
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