Origin 22 Physics Portfolio

128 Engines.

Every engine is a Rust crate. Every prediction is from first principles.
No training data. No statistical fitting. Pure physics.

Core Engines

9 engines
fractal-nuclear

Nuclear

Reactor engineering — neutronics, fuel, thermal-hydraulics

h22o-water

Water

National water security — 3D groundwater, seawater intrusion

fractal-petrology

Petrology

Computational petrology — Gibbs minimization, pseudosections

fractal-materials

Materials

Crystal structure prediction — LoNC optimization, ML surrogates

fractal-glaciology

Glaciology

Ice dynamics — glacier flow, firn, calving, sea level

fractal-sentinel

Cybersecurity

Fractal-dimensional threat detection — CFT twin

fractal-trading

Trading

Fractal market intelligence — LoNC regime mapping

fractal-protein

Drug Discovery

Physics-based drug discovery — protein folding, docking

zyz-energy

Energy

Grid optimization — battery dispatch, VPP management

Pharma & Bio

5 engines
fractal-pharma

Pharma

Pharmaceutical manufacturing — polymorph screening, formulation

fractal-crispr

CRISPR

Gene editing — guide RNA design, off-target prediction

fractal-genomics

Genomics

Sequence alignment, variant calling, k-mer analysis

fractal-food

Food Science

Fermentation kinetics, tempering, baking

mycelium-bio

Mycelium

Growth simulation, biomaterial properties

Materials Science

13 engines
fractal-ceramics

Ceramics

Advanced ceramics — sintering, thermal barrier coatings

fractal-composites

Composites

Composite materials — cure kinetics, laminate analysis

fractal-concrete

Concrete

Hydration, chloride ingress, service life prediction

fractal-corrosion

Corrosion

Pitting simulation, galvanic coupling

fractal-metallurgy

Metallurgy

Phase transformations, heat treatment optimization

fractal-thinfilm

Thin Film

Deposition, interdiffusion, multilayer stress

fractal-crystallization

Crystallization

Nucleation, growth, polymorph control

fractal-additive

Additive Manufacturing

Melt pool dynamics, solidification modeling

fractal-semiconductor

Semiconductor

Czochralski growth, oxidation, doping

fractal-asphalt

Asphalt

Bitumen aging, performance grading

fractal-masonry

Masonry

Mortar bond, structural analysis

fractal-timber

Timber

Moisture, creep, fire resistance

fractal-geopolymer

Geopolymer

Alkali activation, low-carbon binder

Earth & Geoscience

7 engines
fractal-seismic

Seismology

Earthquake modeling, wave propagation

fractal-geotechnical

Geotechnical

Bearing capacity, slope stability

fractal-cosmochemistry

Cosmochemistry

Condensation, presolar grains, isotope analysis

fractal-hydrology

Hydrology

Watershed, flood prediction, water balance

fractal-oceanography

Oceanography

Thermohaline circulation, carbon cycle, acidification

fractal-atmospheric

Atmospheric

Aerosol dynamics, cloud microphysics

fractal-permafrost

Permafrost

Active layer, thermokarst, methane hydrate

Energy Systems

9 engines
fractal-battery

Battery

Electrode kinetics, SEI growth, capacity fade

fractal-hydrogen

Hydrogen

Storage, tank design, metal hydride

fractal-fuel-cell

Fuel Cell

Membrane transport, catalyst degradation, stack modeling

zyz-reservoir

Reservoir

Black oil PVT, well management

zyz-thermal

Thermal

Heat transfer — conduction, convection, radiation

zyz-cooling

Cooling

Data center PUE, chiller COP optimization

zyz-physics

Solar & Wind

PV performance, capacity factor modeling

zyz-predict

Forecasting

Time series, demand prediction, ensemble methods

zyz-markets

Energy Markets

Electricity pricing, LMP, congestion modeling

Engineering

5 engines
fractal-fluid

Fluid Dynamics

CFD — Navier-Stokes, turbulence, drag/lift

fractal-robotics

Robotics

Path planning, sensor fusion, kinematics

fractal-reactor

Chemical Reactor

CSTR, PFR, packed/fluidized bed modeling

fractal-iot

IoT

Device management, edge compute, telemetry

fractal-circuit

Electronics

Circuit analysis, PCB design, signal integrity

Frontier Physics

10 engines
fractal-quantum

Quantum Computing

Circuit simulation, error correction

fractal-cern

Particle Physics

Event reconstruction, trigger systems

fractal-fusion

Fusion

Tokamak control, plasma confinement analysis

fractal-mhd

Magnetohydrodynamics

MHD simulation, instability analysis

fractal-magnetics

Magnetics

Halbach arrays, motor design, flux density

fractal-bci

Brain-Computer Interface

Neural signal decoding

lonc-three-body

N-Body

Gravitational dynamics, Lagrange points

fractal-extropic

Extropic

Thermodynamic sampling, Ising model

fractal-physics

Physics Simulation

Rigid body, collision detection

fractal-science

Scientific Computing

Sparse linear algebra, FEM, PDE/ODE solvers

Defense & Security

9 engines
defense-core

Defense Analytics

Threat assessment, force disposition

defense-radar

Radar

Phased array, SAR, Doppler, RCS

defense-drones

Drones

Swarm coordination, mission planning

defense-ew

Electronic Warfare

Jamming, SIGINT, spectrum management

defense-guidance

Guidance

Trajectory optimization, INS/GPS fusion

defense-swarm

Swarm Intelligence

Formation control, consensus algorithms

defense-tracking

Target Tracking

IMM, MHT, multi-sensor fusion

defense-fusion

Sensor Fusion

Bayesian evidence, track-to-track fusion

defense-c2

Command & Control

Battle management, decision support

Space Operations

7 engines
space-core

Space Ops

Orbital mechanics, constellation management

space-orbital

Orbital Mechanics

Hohmann transfers, orbit determination

space-constellation

Constellation

Walker patterns, coverage analysis

space-collision

Collision Avoidance

Conjunction assessment, debris tracking

space-edge

Space Edge

Onboard processing, autonomous operations

space-ground

Ground Segment

Link budgets, antenna tracking, pass planning

space-routing

Space Routing

ISL mesh, delay-tolerant networking

Healthcare

3 engines
healthcare-core

Healthcare Analytics

Vitals monitoring, diagnostic support

healthcare-ehr

EHR

FHIR, clinical data management

healthcare-genomics

Clinical Genomics

Pharmacogenomics, variant classification

Finance & Trading

6 engines
hft-core

HFT

Ultra-low latency, market making

hft-orderbook

Order Book

Depth-of-market, liquidity analysis

hft-risk

Risk Management

VaR, stress testing, exposure

hft-feed

Market Data Feed

Wire protocol, gap detection, normalization

hft-matching

Matching Engine

Price-time priority, execution

hft-strategy

Trading Strategy

Alpha generation, backtesting, PnL

Propulsion

7 engines
ion-core

Ion Propulsion

Thruster modeling, delta-V budgeting

ion-thruster

Ion Thruster

Gridded ion, Hall effect, beam physics

ion-control

Thruster Control

PPU, gimbal, throttle management

ion-sensors

Thruster Sensors

Langmuir probe, Faraday cup, telemetry

fractal-auto-engines

Automotive

Vehicle dynamics, powertrain, EV range

fractal-jet-engines

Jet Propulsion

Turbofan, compressor, SFC analysis

fractal-rocket-engines

Rocket Propulsion

Combustion, nozzle, Isp optimization

Transport & Logistics

5 engines
smartcity-core

Smart City

Traffic optimization, energy, infrastructure

transport-lonc

Transport

LoNC-based route optimization

logistics-core

Logistics

Supply chain, warehouse, inventory

fractal-freight

Freight

Cargo optimization, intermodal, delivery

fractal-flight

Aviation

Flight dynamics — lift/drag, stall, stability

Agriculture & Field

3 engines
runway-guard

Aviation Safety

Runway incursion, collision avoidance

fieldguard-core

Field Monitoring

Crop health, soil, pest detection

agritech-core

AgriTech

Precision farming, variable rate, yield mapping

Media & AI

4 engines
fractal-ml

Machine Learning

Training, inference, model optimization

fractal-ai

AI

Reasoning, planning, knowledge graphs

fractal-audio

Audio

Speech, acoustic, codec, filtering

fractal-video

Video

Encoding, transcoding, compression

Ecosystem & Ecology

11 engines
ghost-zoonotic

Zoonotic Bridge

Reservoir dynamics, cross-species transmission

ghost-animal-population

Animal Population

Census, carrying capacity, biodiversity

ghost-livestock

Livestock Health

Herd disease, vaccination, productivity

ghost-marine-bio

Marine Biology

Coral reef, fish stock, phytoplankton

ghost-pollinator

Pollinator

Colony health, collapse risk, pollination service

ghost-forestry

Forestry

Canopy, carbon sink, wildfire risk, deforestation

ghost-soil-bio

Soil Biology

Microbiome, decomposition, nutrient cycling

ghost-insect-ecology

Insect Ecology

Pest dynamics, invasive species, vector disease

ghost-aquatic-ecology

Aquatic Ecology

Freshwater health, wetland services

ghost-migration

Migration Patterns

Flyway modeling, climate range shifts

ghost-species-interaction

Species Interaction

Food web, trophic cascade, symbiosis

22Rx Cell Biology

7 engines
ghost-cell-biology

Virtual Cell

Receptor binding, signal transduction, cell fate

ghost-immunology

Immunology

T/B-cell dynamics, cytokine cascades, immunotherapy

ghost-virology

Virology

Replication, mutation drift, receptor tropism

ghost-epidemiology

Epidemiology

SIR/SEIR modeling, R0, outbreak prediction

ghost-microbiology

Microbiology

Antibiotic resistance, biofilm, microbiome

ghost-endocrinology

Endocrinology

Hormonal cascades, circadian rhythms, metabolic regulation

ghost-neuroscience

Neuroscience

Neural circuits, neurotransmitters, neurodegeneration

General & Industrial

7 engines
fractal-home

Smart Home

Energy management, automation, occupancy

fractal-water

Water Treatment

Filtration, RO, desalination, wastewater

stellar-industries

Industrial

Manufacturing, quality control, process optimization

navigation

Navigation

GPS/INS, dead reckoning, position fixing

mining-fleet

Mining

Fleet management, pit optimization, grade control

materials-portal

Materials Database

Selection, Ashby charts, sourcing

anchor

Structural Anchoring

Mooring, embedment, pullout capacity

128 Rust crates. 129 coupled domains. 4,200+ edges.
Every engine runs from first principles.
No training data. No GPU.

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