
Azimi developed advanced atmospheric and cloud microphysics features for the CliMA/ClimaAtmos.jl and CliMA/CloudMicrophysics.jl repositories, focusing on improving simulation fidelity and stability. Over eight months, Azimi integrated two-moment microphysics, enhanced sedimentation and advection schemes, and implemented robust boundary and parameterization logic using Julia and Fortran. The work included refining numerical methods, introducing implicit mass flux handling, and correcting vertical diffusion processes to reduce bias and improve mass conservation. By addressing both feature development and bug fixes, Azimi delivered deeper physical realism and longer, more reliable climate simulations, demonstrating strong expertise in scientific computing and numerical modeling.

January 2026 — CliMA/ClimaAtmos.jl: Implemented a physics correction to vertical diffusion and hyperdiffusion in updraft calculations. The fix ensures that updraft total specific humidity (q_tot) and air density (ρa) correctly account for vertical diffusion, yielding more faithful vertical transport and density coupling in simulations. This improves the fidelity of atmospheric simulations, reduces numerical bias in vertical transport calculations, and strengthens model reliability for downstream analyses.
January 2026 — CliMA/ClimaAtmos.jl: Implemented a physics correction to vertical diffusion and hyperdiffusion in updraft calculations. The fix ensures that updraft total specific humidity (q_tot) and air density (ρa) correctly account for vertical diffusion, yielding more faithful vertical transport and density coupling in simulations. This improves the fidelity of atmospheric simulations, reduces numerical bias in vertical transport calculations, and strengthens model reliability for downstream analyses.
December 2025 monthly performance summary focusing on key accomplishments, major features delivered, and technical capabilities demonstrated. Delivered stability and accuracy improvements across CliMA atmospheric and cloud microphysics components, enabling more reliable, longer-running simulations and improved precipitation modeling.
December 2025 monthly performance summary focusing on key accomplishments, major features delivered, and technical capabilities demonstrated. Delivered stability and accuracy improvements across CliMA atmospheric and cloud microphysics components, enabling more reliable, longer-running simulations and improved precipitation modeling.
November 2025 (CliMA/ClimaAtmos.jl) delivered two major feature sets to enhance tracer transport physics and EDMF diffusion, focusing on stability, mass conservation, and physical fidelity. Key changes include implicit subgrid-scale mass flux handling for tracers with sedimentation detrainment effects, and EDMF diffusion improvements that remove unnecessary divisions, align grid mean and updraft parameters, and enable buoyant entrainment in the first cell. The work improves tracer transport accuracy, diffusion realism, and overall model consistency, delivering tangible business value for climate simulations and policy-relevant projections.
November 2025 (CliMA/ClimaAtmos.jl) delivered two major feature sets to enhance tracer transport physics and EDMF diffusion, focusing on stability, mass conservation, and physical fidelity. Key changes include implicit subgrid-scale mass flux handling for tracers with sedimentation detrainment effects, and EDMF diffusion improvements that remove unnecessary divisions, align grid mean and updraft parameters, and enable buoyant entrainment in the first cell. The work improves tracer transport accuracy, diffusion realism, and overall model consistency, delivering tangible business value for climate simulations and policy-relevant projections.
October 2025 performance highlights for CliMA development: core numerical enhancements in tracer advection and instability-prone areas were implemented, with dependency alignment across packages to improve stability and maintainability.
October 2025 performance highlights for CliMA development: core numerical enhancements in tracer advection and instability-prone areas were implemented, with dependency alignment across packages to improve stability and maintainability.
September 2025 (CliMA/ClimaAtmos.jl) delivered substantial EDMFx physics improvements, fortified numerical stability, and extended runtime capacity. The work emphasizes robust, longer-running simulations for climate analyses and scenario exploration, with a clear link to business value in research reliability and forecasting fidelity.
September 2025 (CliMA/ClimaAtmos.jl) delivered substantial EDMFx physics improvements, fortified numerical stability, and extended runtime capacity. The work emphasizes robust, longer-running simulations for climate analyses and scenario exploration, with a clear link to business value in research reliability and forecasting fidelity.
August 2025 performance summary for CliMA development. Focused on delivering physics improvements, stability enhancements, and targeted bug fixes to enable longer, more reliable simulations with higher physical fidelity across the EDMF framework and two-moment microphysics schemes.
August 2025 performance summary for CliMA development. Focused on delivering physics improvements, stability enhancements, and targeted bug fixes to enable longer, more reliable simulations with higher physical fidelity across the EDMF framework and two-moment microphysics schemes.
July 2025 performance summary focusing on delivering advanced microphysics capabilities across CliMA repositories, including enhanced supersaturation handling with MonodisperseMix distribution and integration of 2-Moment microphysics into EDMFX.
July 2025 performance summary focusing on delivering advanced microphysics capabilities across CliMA repositories, including enhanced supersaturation handling with MonodisperseMix distribution and integration of 2-Moment microphysics into EDMFX.
June 2025 performance snapshot focusing on key features delivered, major bugs fixed, and cross-repo impact. The work across CliMA repositories advanced 2-moment microphysics capabilities, reinforced reproducibility, and expanded parameterization coverage, delivering tangible business value through more accurate and stable climate simulations.
June 2025 performance snapshot focusing on key features delivered, major bugs fixed, and cross-repo impact. The work across CliMA repositories advanced 2-moment microphysics capabilities, reinforced reproducibility, and expanded parameterization coverage, delivering tangible business value through more accurate and stable climate simulations.
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