Climate Reality Twin — ClimSim (L0) • SimScale 3D ROM (L2) • MiroFish Swarm (L3)

🔥 #1 Urban Heat Island & UTCI

⚡ #2 Compound Peak Grid & Water SCADA

🖥️ #3 Hyperscale Data Center Zero-Water

👷 #4 Warehouse Heat Stress (WBGT)

🌲 #5 Wildfire Smoke Infiltration

🌪️ #6 Wind Pressure & Parametric Underwriting

🌱 #7 Controlled Environment Agriculture

🚢 #8 Port & Maritime Weather Downtime

💨 #9 Renewable Wind Turbine Wake Steering

🏭 #10 Industrial Inversion Stagnation

District Peak Thermal Stress (UTCI)

EXTREME STRESS

46.8 °C

Domain: Austin East 1 km² 40 Weather Archetypes

🏢 Building Block #14

Type: Commercial Core

Height: 78 m (22 Floors)

Surface Temp: 48.2 °C

Roof Albedo: 0.15 (Dark Tar)

HVAC Power: 840 kW

14:00 (Peak)

📊 Multi-Scale Telemetry

Updated Hourly

Substation Grid Load

14.2 MW

⚠️ Overload (+2.2 MW)

Hospital Heat Admissions

48 / hr

0 Avoided

Street Canyon Airflow

1.2 m/s

Venturi Canyon Flow

Net Economic Savings

$0 / day

PEAK MW + HEALTH

DIURNAL HEATWAVE PROFILE (72h BACKTEST) 42.5°C MAX

🛠️ What-If Policy Interventions

A/B Testing

70% Cool Roof Albedo Retrofit

High-reflectance white elastomer; drops district heat by -2.1°C

35% Urban Tree Canopy & Parks

Shading & evapotranspiration; lowers Mean Radiant Temp by -8.5°C

Deploy 4 Mobile Cooling Centers

Reroutes 1,400 vulnerable residents; prevents acute heat stroke

Grid Demand-Response Dispatch

Smart thermostat setpoint adjustment (+1.5°C); shaves 3.8 MW peak

🔗 Multiscale Signal Chain

Physical Coupling

L0: ClimSim Atmospheric Physics 100 km

Neural convective parameterization (5.7B pairs). Solves column moisture, precipitation, and radiative cooling in <2ms.

L1: Weather Archetype Library 1 km

Clusters ERA5/CMIP6 into 40 canonical boundary regimes (direction, speed, atmospheric stability z/L).

L2: SimScale Physics AI ROM 10 ms

Geometric 3D Graph Neural Network solving Navier-Stokes fields: continuous u(x,y,z), T_a, and UTCI in under 10ms.

L3: MiroFish Agent Swarm 10,000 Agents

Two-tier cyber-physical-human model: vectorized resident heat exposure + LLM utility/EMS operator personas.

💻 System Event Bus

BIT-EXACT: #7F2C9A

[00:00:00] ClimSim Neural Parameterizer loaded (60 vertical levels, energy conservation checked).
[00:00:01] 40 Weather Archetypes initialized for district_austin_east_1km2.
[00:00:02] SimScale 3D ROM GNN ready. Mean query time: 6.8 ms.
[00:00:03] MiroFish Swarm initialized with 10,000 synthetic citizens.
[00:00:04] Live simulation loop active. Ready for A/B policy exploration.