space-communications

Provide a software-only solution using the CCSDS Space Data Link Security Protocol - Extended Procedures (SDLS-EP) to secure communications between a spacecraft running the core Flight System (cFS) and a ground station.

Multi-Agent Deep Reinforcement Learning (MA-DRL) Routing Simulator for satellite networks

Conceptual radiation-tolerant silicon photonic inter-satellite optical transceiver with redundant primary/backup paths, radiation monitoring, GDS layout generation using gdsfactory, and first-order optical link budget analysis.

A high-fidelity 3D LUNANET (space communications) digital twin and Delay-Tolerant Networking (DTN) simulator using CesiumJS.

AI-assisted Earth–Mars communication management system that uses a Digital Twin, predictive ML, intelligent scheduling, and autonomous decision-making to reduce the operational impact of deep-space communication delays.

Provide a software-only solution using the CCSDS Space Data Link Security Protocol - Extended Procedures (SDLS-EP) to secure communications between a spacecraft running the core Flight System (cFS) and a ground station.

Python framework for evaluating Bent-Pipe, Store-and-Forward & Store-Carry-and-Forward communication architectures in lunar satellite networks

Evidence-based assessment and migration-planning framework for post-quantum cryptography across spacecraft, satellite links, ground systems, mission operations, and supporting vendors.