Infrastructural Blueprints

System Architecture

The architecture behind the Glass Package Signoff suite: Glass PDK RF, EM Isolation Compiler, Bondability Pipeline, route-backed bundles, and generated diligence artifacts from the same stack.

Abstract 3d visualization of glowing modular software data nodes

Monolithic Core,
Modular Execution.

ChipletOS is organized around one flagship path rather than a loose collection of modules. The architecture turns package requirements into RF signoff, isolation signoff, bondability screening, Touchstone content, report markdown, bundle hashes, and provenance from the same typed API surface.

  • hub

    Domain Modules

    Versioned corpora, buyer-regime releases, S2P registry assets, and schema-complete model lanes.

  • terminal

    Unified Core

    Shared signoff logic, bundle generation, OOD handling, provenance, and decision-summary assembly.

  • router

    FastAPI Gateway

    Route-backed buyer workflows for TGV signoff, package signoff, registry retrieval, and calibration updates.

Fig 2.1 Stack Visualization
FastAPI Gateway Layer
south
Domain A
Domain B
Domain C
south
Genesis Core Engine
ChipletOS Photonic Signoff · v1

The photonics/ sibling tree

The Photonic Signoff sub-brand extends the Genesis monorepo as photonics/ sibling to glass_pdk/. Same validation suite, same retraction registry, same buyer-DD harness — applied to silicon-photonic IC signoff. Six primitives, 4 solvers, 3 optimizers, 5 exporters, AIM-Photonics-class DRC, published-paper validation.

  • account_tree

    4 Solvers

    Full-wave reference solver (process-isolated truth), cross-physics solver, mode solver, closed-form analytical hot path.

  • widgets

    6 Primitives

    Waveguide · MZI · MMI · ring resonator · grating coupler · photonic crystal. Per-primitive trained AI surrogate.

  • tune

    3 Optimizers + 5 Exporters + DRC + Validation

    Inverse design (target → geometry) + Pareto (multi-objective) + closed-loop synthesis. Lumerical .lsf / Photon Design Omnisim XML / ANSYS Lumerical-FDTD INI / KLA Kandela XML / GDSII. AIM-Photonics-class DRC + published-paper cross-check.

Fig 2.5 photonics/ sibling
Genesis/
├── glass_pdk/                  # chiplet (live, 6.75M-row corpus)
│   ├── optimization/
│   ├── exporters/              # 5 EDA vendors
│   ├── drc/                    # IPC-A-610G / SEMI E10
│   └── validation/
└── photonics/                  # SUB-BRAND v1
    ├── solvers/
    │   ├── reference_runner.py # full-wave reference (process-isolated)
    │   ├── cross_physics.py    # cross-physics solver
    │   ├── mode_solver.py      # mode solver
    │   └── analytical.py       # closed-form hot path (~0.04 ms)
    ├── primitives/
    │   ├── waveguide.py        # closed-form analytical model
    │   ├── mzi.py
    │   ├── mmi.py
    │   ├── ring.py
    │   ├── grating.py
    │   └── photonic_crystal.py
    ├── optimization/
    │   ├── inverse_design.py
    │   ├── pareto.py
    │   └── closed_loop.py
    ├── exporters/
    │   ├── lumerical_lsf.py    # .lsf / .ldf
    │   ├── omnisim_xml.py
    │   ├── ansys_lumerical.py
    │   ├── kla_kandela.py
    │   └── gdsii.py
    ├── drc/                    # AIM-Photonics-class
    ├── validation/             # published-paper cross-check
    └── ai/inference/
        └── waveguide_surrogate.py  # AI surrogate (analytical fallback today)

API Gateway & Router Mapping

Every domain is mapped via lazy-loaded routers to ensure minimal cold-start latency and strict physical boundary isolation.

Local Gateway Validated
25/25
Route-backed package cases
995
Active curated S2P assets
68.0%
Mean CI reduction after calibration
982
Tests Collected
Buyer-Facing CategoryFlagship SurfaceKey RoutesStatus
Glass RF Signoffschema-complete inference + signoff`/v1/glass-pdk/predict-impedance-schema-complete`, `/v1/glass-pdk/tgv-signoff`Stable
Inverse Designtarget Z₀ → recovered (d, p, t); surrogate + adjoint-BEM`/v1/glass-pdk/geometry-from-target` (?refine=adjoint optional)Live
Package Signoffintegrated flagship route`/v1/chiplet-suite/package-signoff` → decision summary, report, manifest, provenanceStable
Isolation + Bondabilitybuyer-facing signoff layer`/v1/isocompiler/isolation-signoff`, `/v1/bondability/bondability-signoff`Stable
Registry + Evidencelibrary + diligence surface`/v1/library/s2p`, claim trace, canon facts, one-command evidence packStable

Solver Hierarchy & Neural Acceleration

32+ production solvers orchestrated through a unified dispatch layer. Top solvers ranked by composite maturity score.

#1 Ranked
layers
Score
8.8 / 10

BEM TGV Impedance

Boundary Element Method for glass through-via impedance extraction. Validated against 6 IEEE publications.

4.0% MAEvs IEEE Papers
security
Score
8.2 / 10

TMM RF Isolation

Transfer Matrix Method for RF isolation verification with machine-epsilon energy conservation.

10⁻¹⁶Conservation Error
tune
Score
7.4 / 10

ILC Zernike Controller

Iterative Learning Controller for wafer-level lithography correction using Zernike decomposition.

982/1000Synthetic Wins
radar
Score
6.8 / 10

IsoCompiler Adjoint

Adjoint topology optimizer for EM isolation synthesis. 0/20 alternative approaches beat the closed-loop pipeline.

r=1.0Correlation
waves
Compute Mode
CUDA-Accelerated

LBM Solver

Lattice Boltzmann Method for high-fidelity fluid and thermal simulations within chip packaging.

720,000xAnalytical Speedup
psychology
Inference
TensorRT Core

PINN Layers

Physics-Informed Neural Networks providing millisecond-level surrogate approximations.

0.02msInference Latency
fluorescent
Domain
Electromagnetics

FDTD Engine

Finite-Difference Time-Domain solvers for sub-nanometer signal integrity analysis.

Full-waveTime-Domain Precision

Cross-Domain Orchestration

Multi-physics coupling is managed via our Dispatch Layer. We handle “Cross-Pollination Inventions” where thermal data directly feeds electromagnetics solvers in a single unified pipeline.

Engineering Pipeline

Yield-aware isolation ensures that solver failures in one domain do not contaminate the manufacturing dataset of another.

Technical data dashboard with semiconductor circuit patterns
Close up of a silicon wafer microchip with intricate circuitry

SDF Engine & EDA Export

The core geometry engine generates Signed Distance Functions (SDF) for pixel-perfect physical modeling. This translates seamlessly into industry-standard GDSII exports, verified for structural validity in tools like KLayout and HFSS.

GDSII
Industry Standard
Oasis
High Compression

Enterprise Deployment Architecture

cloud_queue

Stateless Scaling

API targets are purely stateless, allowing for infinite horizontal scaling on Kubernetes clusters.

lock

IP Boundaries

Zero-trust networking ensures that physical process data remains within domain-isolated namespaces.

developer_board

Docker Targets

Optimized container images for both standard x86 compute and dedicated GPU-accelerated nodes.

Telemetric Visibility

Real-time observability across the entire solver stack. We treat simulation latency as a first-class citizen.

query_statsLatency Visibility: 100%
code_offStructured JSON Errors
fingerprintUnique Request-IDs
LOGS_STREAMID: 98234-AX-01

{"status": "processing", "request_id": "8f3a-921c", "node": "gpu-04"}

{"solver": "LBM-Thermal", "iteration": 450, "residual": 1.2e-7}

{"memory_usage": "14.2GB", "latency": "142ms", "coupling": true}

{"event": "EXPORT_TRIGGERED", "target": "GDSII_VERIFIED"}

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