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Innovation at Ryniant

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Introducing Volneurum

A Fullstack AI Platform for material optimization

The Volneurum Platform is Ryniant's material optimization ecosystem--specialized in drug discovery, biosynthetic materials, and fuel optimization

Omreva Drug Discovery

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AI-driven therapeutic development built for scale, speed, and science.​

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  • De Novo Molecule Generation
    Generate novel compounds using state-of-the-art models to explore vast chemical spaces faster than traditional methods.

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  • AI Docking & Binding Affinity Prediction
    Simulate molecular interactions with Vina-powered pipelines to identify high-affinity candidates efficiently.

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  • Comprehensive ADMET Modeling
    Predict absorption, distribution, metabolism, excretion, and toxicity using modular classifiers tailored for clinical relevance.

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  • Multi-Objective Optimization
    Balance efficacy, safety, bioavailability, and synthesis cost with tunable reward systems powered by reinforcement learning.

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  • Digital Twin Simulation (in development)
    Model how compounds behave in virtual patient systems—using genomic, phenotypic, and chemical data to simulate dose response, toxicity, and clinical outcomes.

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  • Multi-Omics Target Mapping
    Integrate TCGA, and 1000 Genomes datasets to match molecules to specific biological contexts for precision medicine.

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  • Drug Repurposing & Salvage Engine
    NLP-powered search across academic archives and pharma databases to surface forgotten or underused compounds for new indications.

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  • 3D Visualization Interface.

    • Interactively explore molecular structure, docking results, and property mappings via integrated Py3DMol and Streamlit tools

Volatys Structural Material Optimization

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The AI platform for discovering, and deploying next-gen propulsion molecules—tailored to mission needs, optimized for performance.

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  • Mission-Specific Material Design
    Volatys enables engineers to input mission profiles—structural needs, environmental conditions, regulatory constraints, and performance targets—and receive a tailor-made material formulation. Whether for space-grade components, heat-resistant alloys, or impact-absorbing polymers, Volatys simulates performance and delivers ready-to-test candidates.

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  • De Novo Material Generation
    Uses generative AI to explore uncharted chemical design, delivering novel compounds and composites optimized for properties like strength, elasticity, heat resistance, and degradation rate.

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  • Multi-Property Simulation & Prediction
    Predicts mechanical, thermal, and chemical performance—such as tensile strength, thermal expansion, corrosion resistance, and stress tolerance—prior to lab testing.

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  • Multi-Objective Optimization Engine
    Balances competing constraints like cost, durability, weight, and environmental compliance using reinforcement learning trained on domain-specific materials data.

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  • Environmental & Toxicity Risk Analysis
    Integrated with Bluvia H1 to evaluate each material’s lifecycle toxicity, ecological impact, and safety under specific environmental conditions.

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  • Microstructure Modeling & Evolution Simulation
    Predicts how internal microstructures evolve under stress, time, and exposure—critical for applications in aerospace, energy, and defense.

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  • Manufacturing & Material Compatibility Assessment
    Assesses compatibility with existing fabrication processes (e.g., additive manufacturing, casting) and ensures safe integration with legacy materials.

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  • Regulatory & Standards Compliance Forecasting
    Maps materials to aerospace, defense, and industrial compliance standards (e.g., ASTM, ISO, MIL-SPEC) to streamline approval pathways.

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  • Benchmarking Against Known Materials
    Compares new materials to traditional alloys, ceramics, and synthetics—highlighting relative advantages for mission-critical decisions.

Discover the Future

Revolutionizing Public Health with Bluvia

The Bluvia h1 is an app designed to inform the public, policy makers, and companies about health risks heavy metal contamination in sediment and urban waterways. Bluvia's h1 uses Scanning Electron Microscopy EDS data along with a state of the art AI regression model to predict the concentrations of certain heavy metal species in a chosen location's sediment with high accuracy. This allows members of the public, policy makers, and companies to be better informed about the possible public health risks of an area as they are now easily able to quantify the contamination by heavy metals in an area to a high accuracy.

Ryniant Sciences wants to use Bluvia's h1 app to partner with real estate companies to allow home buyers know of the potential heavy metal contamination health risks when considering choices for a home.

Bluvia's h1 has the potential to improve/guide policy, provide health risk transparency, and provide businesses with tools to improve their products. Donate to help improve the quality of Bluvia's h1 app and help make public health risks more visible. 

Discover the Future

Revolutionizing Health Informatics with Calrivis Alpha z1

Calrivis, a subsidiary of Ryniant Sciences, is dedicated to revolutionizing medical imaging and diagnostics through AI-powered precision technology. Our flagship innovation, the Calrivis Alpha Z1, is an advanced AI system that detects brain tumors from MRI scans with unparalleled accuracy. By leveraging deep learning and medical imaging analysis, the Alpha Z1 enhances early detection, aiding in faster diagnosis and improved treatment planning. Designed to integrate seamlessly with existing radiology workflows, Calrivis empowers healthcare professionals with cutting-edge AI diagnostics, reducing misdiagnoses and improving patient outcomes. At Calrivis, we are committed to making advanced medical imaging more accurate, efficient, and accessible for global healthcare.

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