IGSD logoGATEWAY RESEARCH

AI/ML, Scientific Modelling and Technical Advisory

Technical Capabilities

How we do it: rigorous measurement, modelling, and forecasting for evidence-led policy.

  • Atmospheric and Chemical-Transport Modelling

    We develop advanced atmospheric and chemical-transport models to support air quality and climate-based assessments. These models enable scenario testing across emission and policy pathways, alongside high-resolution forecasting that captures local-scale pollutant transport and transformation. By coupling meteorological drivers with emissions inventories, we translate complex atmospheric chemistry into actionable insight for air quality management and climate mitigation planning.

  • Integrated Economy-Energy-Environment Modelling

    We build integrated models that link economic activity, energy systems, and environmental outcomes within a single analytical framework. These models support policy formulation and climate financing strategies by quantifying trade-offs and synergies across sectors, helping decision-makers understand how energy transitions, economic growth, and environmental targets interact and can be aligned.

  • Life-Cycle and Systems Assessment

    We conduct life-cycle analysis and end-to-end systems assessments to evaluate the full environmental footprint of technologies, products, and interventions. This approach traces impacts from raw material extraction through production, use, and disposal, providing a comprehensive evidence base for comparing alternatives and identifying where interventions deliver the greatest climate and environmental benefit.

  • Machine Learning and Multi-Source Data Fusion for Regional Planning

    We fuse satellite observations, low-cost sensor networks, and research-grade monitoring data using First Principles and machine learning frameworks, overcoming the limitations of any single data source. These fused datasets power rapid, cost-effective ML assessments that turn complex climate models into actionable, hyper-local insights, translating global and national-scale climate science into the granular, decision-ready information that enables effective policy action.

Our Work

Gateway Research translating complex climate science into decision-ready policy insights.

Working Title : Trajectory-mediation evidence from the Indo-Gangetic Plain: Emissions suppress solar energy in downwind cities

Working Title : Trajectory-mediation evidence from the Indo-Gangetic Plain: Emissions suppress solar energy in downwind cities

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Gateway Research translating complex climate science into decision-ready policy insights.

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