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silicon-nitride

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ATaylorAerospace / Thermal-Agent

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Tool using agent and physics simulator that recommends thermal drift mitigation strategies for deep space photonic instruments across material and environment combinations. Runs on AWS Bedrock or a self-hosted open-weight model, grounded in a 40K scenario knowledge store and an XGBoost classifier.

aerospace autonomous-agents photonics deep-space silicon-photonics optical-engineering thermal-management state-hydration aws-bedrock agentic-ai model-context-protocol mcp-server silicon-nitride
  • Updated Jun 9, 2026
  • Python

ATaylorAerospace / Photonic-Waveguide

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An agentic AI workflow for SiN waveguide design that bridges modesolverpy, SAX+JAX, and gdsfactory via FastMCP. It handles eigenmode solving and inverse design for GDSII mask output, powered by AWS Bedrock AgentCore, Strands SDK, and hybrid S3/DynamoDB storage

mcp amazon-dynamodb multi-agent-systems photonics semiconductors ai-agents optical-engineering waveguide inverse-design chip-fabrication model-context-protocol amazon-bedrock-agentcore silicon-nitride aws-strands-agents hardware-co-design
  • Updated Mar 31, 2026
  • Python

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