Journal Articles
- Ryne Beeson, Navaratnam S. Namachchivaya, and Nicolas Perkowski. “Approximation of the Filter Equation for Multiple Timescale, Correlated, Nonlinear Systems”. In: SIAM Journal on Mathematical Analysis 54.3 (2022), pp. 3054–3090. doi: 10.1137/20M1379265.
- Kathleen A. Beeson, Ryne Beeson, Gary L. Westbrook, et al. “α2δ-2 Protein Controls Structure and Function at the Cerebellar Climbing Fiber Synapse”. In: Journal of Neuroscience 40.12 (2020), pp. 2403–2415. issn: 0270-6474. doi: 10.1523/JNEUROSCI.1514-19.2020.
- Ryne Beeson and N. Sri Namachchivaya. “Particle filtering for chaotic dynamical systems using future right- singular vectors”. In: Nonlinear Dynamics 102 (2020), pp. 679–696. doi: 10.1007/s11071-020-05727-y.
- Koki Ho, Ryne Beeson, Kento Tomita, et al. “Analysis of Information-Theoretic Initial Sensor Search Method for Space Situation Awareness”. In: Journal of Guidance, Control, and Dynamics (2020). doi: 10.2514/1. G005114.
- Hoong C. Yeong, Ryne T. Beeson, N. Sri Namachchivaya, et al. “Particle Filters with Nudging in Multiscale Chaotic Systems: With Application to the Lorenz ’96 Atmospheric Model”. In: Journal of Nonlinear Science 30.4 (2020), pp. 1519–1552. doi: 10.1007/s00332-020-09616-x.
Pre-Print Articles
- Jannik Graebner, Anjian Li, Amlan Sinha, Ryne Beeson. Learning Optimal Control and Dynamical Structure of Global Trajectory Search Problems with Diffusion Models. Oct. 2024. arXiv: 2410.02976 [cs.LG].
- Amlan Sinha and Ryne Beeson. Algorithmic Considerations for Effective Global Search of Robust Low-Thrust Trajectories. Oct. 2024. arXiv: 2410.00297 [math.NA].
- Amlan Sinha and Ryne Beeson. Statistical Analysis of the Role of Invariant Manifolds on Robust Trajectories. Submitted. Oct. 2024. arXiv: 2409.19905 [math.OC].
- Anjian Li, Zihan Ding, Adji Bousso Dieng, Ryne Beeson. Combining Constrained Diffusion Models and Numerical Solvers for Efficient and Robust Non-Convex Trajectory Optimization. May 2024. arXiv: 2403.05571v3 [cs.RO, cs.LG].
- Anjian Li, Amlan Sinha, and Ryne Beeson. Amortized Global Search for Efficient Preliminary Trajectory Design with Deep Generative Models. Aug. 2023. arXiv: 2308.03960 [cs.LG].
- Ryne Beeson, N. Sri Namachchivaya, and Nicolas Perkowski. Quantitative Convergence of the Filter Solution for Multiple Timescale Nonlinear Systems with Coarse-Grain Correlated Noise. Nov. 2020. arXiv: 2011.12801 [math.PR].
Book Chapters
- Ryne Beeson and N. Sri Namachchivaya. “The IMA Volumes in Mathematics and its Applications”. In: Model- ing, Stochastic Control, Optimization, and Applications. Ed. by George Yin and Qing Zhang. Vol. 164. Springer Nature Switzerland AG, 2019. Chap. Nudged Particle Filters in Multiscale Chaotic Systems with Correlated Sensor Noise, pp. 21–55. isbn: 978-3-030-25497-1. doi: 10.1007/978-3-030-25498-8.
- H. C. Yeong, R. Beeson, N. S. Namachchivaya, et al. “Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multi-scale Systems”. In: ed. by Erik Blasch, S. Ravela, and A. Aved. Springer, Cham., 2018. Chap. 2, pp. 47–73. doi: 10.1007/978-3-319-95504-9_3.
Conference Proceedings
- Ryne Beeson. “Uncertainty Propagation of Generalized Bernoulli Folded von Mises Distribution Defined on Local Orbital Elements in Three-Body Problems”. In: 6th International Workshop on Key Topics in Orbit Propagation Applied to Space Situational Awareness. June 2024.
- Ryne Beeson and Pradipto Ghosh. “Uncertainty Propagation and Estimation in Highly Eccentric Perturbed Environments; Application and Analysis of the Gauss von Mises Distribution”. In: 2024 AAS/AIAA Astrody- namics Specialist Conference. 219. Aug. 2024.
- Benjamin L. Benjadol and Ryne Beeson. “Development of Global Topology Algorithms Applied to a Lyapunov-Based Guidance Law for Low-Thrust Elliptic Keplerian Transfers”. In: 2024 AAS/AIAA Astrodynamics Spe- cialist Conference. 304. Aug. 2024.
- Arjun Chhabra, Amlan Sinha, and Ryne Beeson. “Debris Proliferation Modeling and Risk Analysis for Cislunar Orbits”. In: 75th International Astronautical Congress 2024. Oct. 2024.
- Arjun Chhabra, Amlan Sinha, Ryne Beeson, et al. “Incentivizing Adoption of Cislunar Orbital Debris Mitigation Policies via Norms of Behaviour”. In: 75th International Astronautical Congress 2024. Oct. 2024.
- Arjun Chhabra, Amlan Sinha, Eddie Kon, et al. “Incorporating Orbital Debris Risk Analysis Into Cislunar Orbital Procedures and Post-Mission Disposal”. In: 75th International Astronautical Congress 2024. Oct. 2024.
- Jannik Graebner, Anjian Li, Amlan Sinha, et al. “Learning Optimal Control and Dynamical Structure of Global Trajectory Search Problems with Diffusion Models”. In: 2024 AAS/AIAA Astrodynamics Specialist Conference. 213. Aug. 2024.
- Seur Gi Jo, Amlan Sinha, Annika Anderson, et al. “Global Analysis of Optimal Trajectories from Earth-Moon 9:2 Near Rectilinear Halo Orbit to Low-Lunar Orbits”. In: 2024 AAS/AIAA Astrodynamics Specialist Conference. 226. Aug. 2024.
- Anjian Li, Zihan Ding, Adji Bousso Dieng, et al. “Efficient and Guaranteed-Safe Non-Convex Trajectory Optimization with Constrained Diffusion Model”. In: ICLR 2024 Workshop GenAI4DM. May 2024. doi: 10.48550/arXiv.2403.05571.
- An-Ya Olson, Amlan Sinha, Arjun Chhabra, et al. “A Feasibility Study of Microsat Mission Architectures for Ring Science in the Uranian System”. In: AIAA/AAS Space Flight Mechanics Meeting. Jan. 2024. doi: 10.2514/6.2024-1060.
- Amlan Sinha and Ryne Beeson. “Analysis of Robust Low Thrust Trajectories for the Power & Propulsion Element to Earth-Moon L2 Southern Near Rectilinear Halo Orbit”. In: 2024 AAS/AIAA Astrodynamics Specialist Conference. 216. Aug. 2024.
- Amlan Sinha and Ryne Beeson. “On Robust Low Thrust Trajectories and Invariant Manifolds (Part II)”. In: 2024 AAS/AIAA Astrodynamics Specialist Conference. 215. Aug. 2024.
- Ryne Beeson. “Remarks on the Gauss von Mises Distribution, Distributional Statistics, and Uncertainty Realism in Space Situational Awareness”. In: AAS/AIAA Astrodynamics Specialist Conference. 2023.
- Anjian Li, Amlan Sinha, and Ryne Beeson. “Amortized Global Search for Efficient Preliminary Trajectory Design with Deep Generative Models”. In: AAS/AIAA Astrodynamics Specialist Conference. 2023. url: http: //arxiv.org/abs/2308.03960.
- Brennan S. McCann, Annika Anderson, Morad Nazari, et al. “On-Manifold Pose Optimization on SE(3) for Spacecraft Coverage Maximization”. In: AAS/AIAA Astrodynamics Specialist Conference. 2023.
- Amlan Sinha and Ryne Beeson. “Analysis of Robust Low Thrust Trajectories for the Lunar Gateway”. In: AAS/AIAA Astrodynamics Specialist Conference. 2023.
- Amlan Sinha and Ryne Beeson. “On Robust Low Thrust Trajectories and Invariant Manifolds”. In: AAS/AIAA Astrodynamics Specialist Conference. 2023.
- Ryne Beeson, Amlan Sinha, Bindu Jagannatha, et al. “Dynamically Leveraged Automated Multibody (N) Trajectory Optimization”. In: AAS/AIAA Space Flight Mechanics Conference. American Astronautical Society. Charlotte, NC, Aug. 2022.
- Ryne Beeson, Patrick Haddox, Samah Karim, et al. “NLPAROPT: A Parallel Nonlinear Programming Solver – Applications to Astrodynamics Related Optimization”. In: Advances in the Astronautical Sciences. Ed. by Islam I. Hussein, Kenneth R. Horneman, Christopher Scott, et al. Vol. 171. 19-794. Univelt, Incorporated, 2019. url: http://www.univelt.com/Advances.html.
- Ryne Beeson, Kento Tomita, Onalli Gunasekara, et al. “Space-Based Target Search Methods Using an Optical Sensor Model for Space Situational Awareness”. In: AAS/AIAA Astrodynamics Specialist Conference. Portland, ME, Aug. 2019.
- Ryne Beeson and N Sri Namachchivaya. “Efficient Nonlinear Filtering of Multiscale Systems with Specific Struc- ture”. In: 2019 22th International Conference on Information Fusion (FUSION). Ottawa, Ontario, Canada, July 2019, pp. 1–8. doi: 10.23919/FUSION43075.2019.9011425.
- R. Beeson, H. C. Yeong, N. S. Namachchivaya, et al. “Reduced Order Nonlinear Filters for Multi-Scale Systems with Correlated Sensor Noise”. In: 2018 21st International Conference on Information Fusion (FUSION). Cambridge University, UK, July 2018, pp. 131–141. doi: 10.23919/ICIF.2018.8455704.
- Ryne Beeson, Sri N. Namachchivaya, Nicolas Perkowski, et al. “Reduced Order Nonlinear Filters for Multi-Scale Systems with Correlated Sensor Noise”. In: Symposium on Dynamical Systems and Related Fields. Waterloo, Ontario, Canada, May 2018.
- Ryne Beeson, Sri. N. Namachchivaya, and Nicolas Perkowski. “Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multiscale Systems”. In: AFOSR DDDAS Program Review Meeting. Rome, NY, Sept. 2018.
- Mihir Patel, Andrew Sinclair, Hoong Chieh Yeong, et al. “Dynamic Sensor Steering for Target Search for Space Situational Awareness: Particle Clustering Approach”. In: AAS/AIAA Astrodynamics Specialist Conference. Snowbird, UT, Aug. 2018.
- Joshua Aurich, Ryne Beeson, and Victoria Coverstone. “CUDA-Enhanced Integration for Quick Poincar ́e Sur- face Intersections in a Global Optimization Framework for Low Energy Transfers”. In: AAS/AIAA Space Flight Mechanics Conference. San Antonio, TX, Feb. 2017.
- Ryne Beeson, N. Sri Namachchivaya, Hoong Chieh Yeong, et al. “Dynamic Data-Driven Adaptive Observations in Data Assimilation for Multiscale Systems”. In: AFOSR DDDAS Program Review Meeting. Dayton, OH, Sept. 2017.
- Ryne Beeson, Vishwa Shah, Joshua Aurich, et al. “Automated Solution of Low Energy Trajectories”. In: AAS/AIAA Astrodynamics Specialist Conference. Columbia River Gorge, Stevenson, WA, Aug. 2017.
- Ryne Beeson, Hoong Chieh Yeong, and N Sri Namachchivaya. “Dynamic Data-Driven Adaptive Observations in a Vortex Flowfield”. In: 9th European Nonlinear Dynamics Conference. Budapest, Hungary, June 2017.
- Devin Bunce, Ryne Beeson, Vishwa Shah, et al. “Multi-Body Resonance Orbit Generation and Application within a Hybrid Optimal Control Framework”. In: AAS/AIAA Space Flight Mechanics Conference. San Anto- nio, TX, Feb. 2017.
- Bindu Jagannatha, Vishwa Shah, Ryne Beeson, et al. “Exploration of Low-Thrust Trajectories to Earth-Moon Halo Orbits”. In: AAS/AIAA Astrodynamics Speacilist Conference. Columbia River Gorge, Stevenson, WA, Aug. 2017.
- Vishwa Shah, Joshua Aurich, Ryne Beeson, et al. “Cislunar Mission Design for Low-Thrust SmallSats”. In: AAS/AIAA Astrodynamics Specialist Conference. Columbia River Gorge, Stevenson, WA, Aug. 2017.
- Vishwa Shah and Ryne Beeson. “Rapid Approximation of Invariant Manifolds Using Machine Learning”. In: AAS/AIAA Astrodynamics Speacilist Conference. Columbia River Gorge, Stevenson, WA, Aug. 2017.
- Vishwa Shah, Ryne Beeson, and Victoria Coverstone. “Automated Global Optimization of Multi-Phase Tra- jectories in the Three-Body Problem Using A Varaible Gene Transcription”. In: AAS/AIAA Space Flight Mechanics Conference. San Antonio, TX, Feb. 2017.
- Hoong Chieh Yeong, Ryne Beeson, and N. Sri Namachchivaya. “Particle Filters with Nudging in Multiscale Chaotic Systems: with Application to the Lorenz-96 Atmospheric Model”. In: 9th European Nonlinear Dynamics Conference. Budapest, Hungary, June 2017.
- Joshua Aurich, Ryne Beeson, and Victoria Coverstone. “Automated Detection of Invariant Manifold Inter- sections Using Adaptive Grid Method”. In: AIAA/AAS Astrodynamics Specialist Conference (SPACE 2016). Long Beach, CA, Sept. 2016, pp. 1–18. doi: 10.2514/6.2016-5437.
- Ryne Beeson, Devin Bunce, and Victoria Coverstone. “Approximation Methods for Quick Evaluation of In- variant Manifolds During Global Optimization”. In: AIAA/AAS Astrodynamics Specialist Conference (SPACE 2016). Long Beach, CA, Sept. 2016, pp. 1–15. doi: 10.2514/6.2016-5439.
- Vishwa Shah, Ryne Beeson, and Victoria Coverstone. “A Method for Optimizing Low-Energy Transfers in the Earth-Moon System using Global Transport and Genetic Algorithms”. In: AIAA/AAS Astrodynamics Specialist Conference (SPACE 2016). Long Beach, CA, Sept. 2016, pp. 1–18. doi: 10.2514/6.2016-5438.
- Hoong Chieh Yeong, Ryne Beeson, N. Sri Namachchivaya, et al. “Dynamic Data-Driven Adaptive Observa- tions in Data Assimilation for Multi-scale Systems”. In: InfoSymbiotics/DDDAS Conference 2016. Ed. by Erik Blasch. Hartford, Connecticut: Springer-Verlag, Aug. 2016.
- Ryne Beeson, Jacob Englander, Steven P. Hughes, et al. “An Automatic Medium to High Fideltiy Low-Thrust Global Trajectory Tool-Chain; EMTG-GMAT”. In: AAS/AIAA Space Flight Mechanics Meeting. Williamsburg, VA, Jan. 2015.
- Alexander Ghosh, Ryne Beeson, Donald Ellison, et al. “A Non-Linear Parallel Optimization Tool – NL- PAROPT”. In: AAS/AIAA Astrodynamics Specialist Conference. 15-808. Vail, CO, Aug. 2015.
- Ryne Beeson, Addison Faler, and Robert Garner. “Business Case fo a Commercially Developed Nuclear Thermal Rocket”. In: Nuclear and Emerging Technologies for Space 2014. Mississippi, Feb. 2014.
- Ryne Beeson, Addison Faler, and Robert Garner. “Design of an Evolvable Nuclear Thermal Rocket Ferry for Geosynchronous Transfer”. In: Nuclear and Emerging Technologies for Space 2014. Mississippi, Feb. 2014.