3 papers
cs.LG2026
Neural operator learning for collision-aware trajectory planning of spacecraft swarms
Sidhdharth D. Sikka, Suyi Gao, Zehui Lu +2
Autonomous spacecraft swarms must plan fuel-efficient, collision-free maneuvers in increasingly congested orbits, yet classical trajectory optimization scales poorly as pairwise sa…
cs.RO2026
Stress-Sharing for Decentralized Fault Repair in Modular Spacecraft
Sidhdharth D. Sikka, Yue Shen, Shaoshuai Mou
Structural damage in modular spacecraft can disrupt mechanical and communication connectivity, reducing system capability. Existing approaches rely on redundancy or preplanned reco…
cs.NE2020
A Genetic Algorithm Based Approach for Satellite Autonomy
Sidhdharth Sikka, Harshvardhan Sikka
Autonomous spacecraft maneuver planning using an evolutionary algorithmic approach is investigated. Simulated spacecraft were placed into four different initial orbits. Each was al…