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Knowledge Matrix

5 clusters, 17 research lines

A multidisciplinary matrix built to grow — spanning life sciences, computation, agriculture, health, and open science infrastructure. These are the lines RICAI pursues, present and future.

16
Countries in the network
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17
Research lines

Life Sciences

From molecular biology and genomics to ecology and applied biotechnology — the foundational sciences that define RICAI's biological core.

Computational Biology

Bioinformatics pipelines for high-throughput sequencing, genome and transcriptome assembly, phylogenomics, comparative genomics, pangenomics, metagenomics, and metatranscriptomics. From raw reads to evolutionary and ecological interpretation across microbial and plant systems.

Genome AssemblyPhylogenomicsMetagenomicsMetatranscriptomicsPangenomicsANI / AAI

Microbiology & Environmental Sciences

Microbial ecology across aquatic and terrestrial environments, environmental biotechnology, and the study of microbial community dynamics, biodiversity, and biological responses to environmental change and contamination.

Microbial EcologyAquatic MicrobiologyBioremediationOne HealthBiodiversity

Evolutionary Biology & Taxonomy

Systematic revision of microbial and plant lineages, phylogenetic reconstruction, speciation dynamics, and the formal description of novel taxa using genomic and morphological evidence. Bridging classical taxonomy with modern molecular tools.

Systematic RevisionPhylogeneticsNovel TaxaOGRIMorphoanatomy

Applied Microbial Biotechnology

Translating microbial biology into practical applications — plant growth-promoting rhizobacteria (PGPR), DNA extraction protocols, iron nanoparticle-based methods, nutrient-solubilizing bacteria, and biotechnological prospection of underexplored microbial diversity.

PGPRNanoparticlesBioactive CompoundsBiotech ProspectionDNA Extraction

Computational & Data Sciences

Algorithmic thinking, data-driven methods, and open digital infrastructure — the computational backbone that powers RICAI's research and platforms.

Data Science & Machine Learning

Statistical modeling, ML algorithms, predictive analytics, and reproducible data visualization applied to biological, agricultural, and health datasets. Includes NIR spectroscopy modeling, R and Python workflows, and high-dimensional data interpretation.

Machine LearningNIR ModelingR & PythonStatistical AnalysisData Visualization

Software & Open Source Development

Design and development of digital platforms, open-source pipelines, scientific data repositories, and web architectures built for public science. Ensuring research tools are accessible, maintainable, and globally deployable.

Web DevelopmentOpen SourceData RepositoriesAPI DesignGitHub

Artificial Intelligence in Science

Application of AI and large language models to accelerate scientific discovery — from automated literature mining and hypothesis generation to AI-assisted experimental design and workflow automation in research contexts.

LLMs in ResearchAI-driven DiscoveryWorkflow AutomationLiterature Mining

Agricultural & Food Sciences

From field to fork — integrating plant biology, precision technology, food science, and market strategy to advance sustainable and data-driven agriculture.

Agrotech & Precision Agriculture

Data-driven approaches to crop management — NIR spectroscopy for non-destructive quality assessment, postharvest physiological profiling, climate modeling for pre-planting decisions, and smart farming technologies that optimize yield and reduce waste.

NIR SpectroscopyPostharvestSmart FarmingCrop ModelingQuality Assessment

Plant Biology & Crop Genetics

Plant-pathogen interactions, genomic tools for crop improvement, abiotic and biotic stress tolerance mechanisms, biofortification strategies, and morphoanatomical studies integrated with molecular biology to decode plant resilience and productivity.

Plant GenomicsStress ToleranceBiofortificationPlant-PathogenMolecular Biology

Food Science & Nutrition

Post-harvest biochemistry and physiology, probiotic therapy and gut microbiota research, nutritional modeling, and the science of food quality across the value chain — from harvest to consumption.

Postharvest BiochemistryProbioticsNutritional ModelingFood QualityMicrobiota

Agribusiness & Supply Chain

Market integration of agricultural innovation — supply chain analytics, agri-economics, value chain optimization, corporate management systems, and marketing strategy that bridges scientific discovery and commercial scalability.

Supply ChainAgri-EconomicsMarket StrategyValue ChainCompetitiveness

Health & Biomedical Sciences

From molecular immunology to population health — a comprehensive cluster covering the full spectrum from bench research to public health policy and clinical application.

Immunology & Translational Medicine

Innate and adaptive immune regulation, single-cell transcriptomics, CRISPR-based systems, and fungal and viral infection biology — translating molecular discoveries into clinical insights and therapeutic strategies.

CRISPRscRNA-seqInnate ImmunityInfection BiologyTranslational Research

Neuropharmacology & Clinical Sciences

Neuromodulatory mechanisms, endocannabinoid system pharmacology, substance use disorders, harm reduction frameworks, and evidence-based clinical guidelines for territorialized social and health interventions.

CannabinoidsEndocannabinoidHarm ReductionDrug PolicyClinical Evidence

Public Health & Epidemiology

Health determinants, disease distribution and dynamics, infectious and metabolic phenomena across populations — integrating environmental, biological, and social data under the One Health framework for global health equity.

One HealthDisease DynamicsPopulation HealthGlobal HealthEpidemiology

Microbiome & Probiotic Research

Gut microbiota composition, personalized probiotic therapy, microbiota modulation strategies, metabolic modeling, and the intersection of the human microbiome with nutrition, immunity, and chronic disease.

Gut MicrobiotaProbiotic TherapyMetabolic ModelingMicrobiomePersonalized Medicine

Open Science & Knowledge Systems

The infrastructure, policy, communication, and education layer that makes science truly open — RICAI's core identity expressed as a research line in itself.

Open Science Policy & Scholarly Publishing

Legal and governance frameworks for public knowledge — Diamond Open Access models, open-access licensing, bioethics standards, data governance, and regulatory structures for cross-border scientific collaboration and equitable publishing.

Diamond OAOpen LicensingBioethicsData GovernanceScholarly Policy

Science Communication & Digital Engagement

Translating complex scientific knowledge into clear, accessible content for diverse audiences — public outreach, science journalism, digital media strategy, and building the bridges between research laboratories and communities worldwide.

Science JournalismDigital StrategyPublic OutreachSocial MediaScience Literacy

Scientific Writing & Academic Development

Research manuscript preparation, grant and scholarship writing, statement of purpose coaching, CV design, academic cold-outreach strategy, and the structured mentoring that turns scientific potential into published, recognized careers.

Manuscript WritingGrant ApplicationsCV DesignAcademic MentoringCareer Strategy

Open Education & Scientific Literacy

Design and deployment of open-access educational resources, decentralized training pathways, and collaborative learning strategies that reduce barriers to advanced scientific knowledge globally — especially in underrepresented regions.

Open ResourcesDecentralized LearningScientific LiteracyKnowledge AccessGlobal Education
Growing Organically

These 17 lines are a starting point, not a ceiling

RICAI is structured to expand as the network grows. Every researcher who joins brings a unique methodological background, continuously integrating new disciplines and expanding what open science can cover. If your line isn't listed here yet, it soon will be.

Bring Your Expertise How RICAI works