Suivre
Peng Mun Siew
Peng Mun Siew
Research Scientist, Massachusetts Institute of Technology
Adresse e-mail validée de umn.edu - Page d'accueil
Titre
Citée par
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Année
Atmospheric density uncertainty quantification for satellite conjunction assessment
DJ Gondelach, R Linares, PM Siew
Journal of Guidance, Control, and Dynamics 45 (9), 1760-1768, 2022
172022
Novel Source–Sink Model for Space Environment Evolution with Orbit Capacity Assessment
A D’Ambrosio, S Servadio, PM Siew, R Linares
Journal of Spacecraft and Rockets, 1-15, 2023
92023
Space-based sensor tasking using deep reinforcement learning
PM Siew, D Jang, TG Roberts, R Linares
The Journal of the Astronautical Sciences 69 (6), 1855-1892, 2022
92022
Analysis of the LEO orbital capacity via probabilistic evolutionary model
A D’Ambrosio, S Servadio, PM Siew, D Jang, M Lifson, R Linates
Astrodynamics Specialist Conference, 2022
92022
A deep reinforcement learning application to space-based sensor tasking for space situational awareness
TG Roberts, PM Siew, D Jang, R Linares
Proceedings of the 2021 Advanced Maui Optical and Space Surveillance …, 2021
82021
Optimal tasking of ground-based sensors for space situational awareness using deep reinforcement learning
PM Siew, R Linares
Sensors 22 (20), 7847, 2022
72022
Sensor Tasking for Space Situational Awareness Using Deep Reinforcement Learning
PM Siew, D Jang, R Linares
2021 AAS/AIAA Astrodynamics Specialist Conference, 2021
62021
Simultaneous localization and mapping with moving object tracking in 3d range data using probability hypothesis density (phd) filter
PM Siew, R Linares, V Bageshwar
2018 AIAA Information Systems-AIAA Infotech@ Aerospace, 0507, 2018
62018
Monte Carlo Methods to Model the Evolution of the Low Earth Orbit Population
D Jang, D Gusmini, PM Siew, A D’Ambrosio, S Servadio, P Machuca, ...
33rd AAS/AIAA Space Flight Mechanics Meeting, 2023
52023
Space Situational Awareness Tasking For Narrow Field Of View Sensors: A Deep Reinforcement Learning Approach
D Jang, PM Siew, D Gondelach, R Linares
International Astronautical Congress, 2020
52020
The Effects of Orbit Raising and Decay in Orbital Capacity Models
D Gusmini, A D’Ambrosio, S Servadio, PM Siew, P Di Lizia, R Linares
33rd AAS/AIAA Space Flight Mechanics Meeting, 1-20, 2023
42023
Impact of space weather on space assets and satellite launches
J Briden, N Clark, PM Siew, R Linares, TW Fang
23rd Advanced Maui Optical and Space Surveillance Technologies. Advanced …, 2022
42022
Extended target tracking and shape estimation via random finite sets
PM Siew, R Linares, VL Bageshwar
2019 American Control Conference (ACC), 5346-5351, 2019
42019
Transformer-based Atmospheric Density Forecasting
J Briden, PM Siew, V Rodriguez-Fernandez, R Linares
arXiv preprint arXiv:2310.16912, 2023
22023
Cislunar space situational awareness sensor tasking using deep reinforcement learning agents
PM Siew, D Jang, TG Roberts, R Linares, J Fletcher
2022 Advanced Maui Optical and Space Surveillance Technologies Conference …, 2022
22022
The AEROS mission: multi-spectral ocean science measurement network via small satellite connectivity
C Payne, M Lifson, A Thieu, H Tomio, PM Siew, C Haughwout, A Santos, ...
ASCEND 2021, 4102, 2021
22021
Effects of Orbit Raising and Deorbiting in Source-Sink Evolutionary Models
D Gusmini, A D’Ambrosio, S Servadio, PM Siew, P Di Lizia, R Linares
Journal of Spacecraft and Rockets, 1-14, 2024
12024
AI SSA Challenge Problem: Satellite Pattern-of-Life Characterization Dataset and Benchmark Suite
PM Siew, HE Solera, TG Roberts, D Jang, V Rodriguez-Fernandez, ...
Proceedings of the Advanced Maui Optical and Space Surveillance (AMOS …, 2023
12023
Multiple Target Tracking Using Random Finite Sets
PM Siew
University of Minnesota, 2021
12021
Language Models are Spacecraft Operators
V Rodriguez-Fernandez, A Carrasco, J Cheng, E Scharf, PM Siew, ...
arXiv preprint arXiv:2404.00413, 2024
2024
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