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Zac Manchester

@zacmanchester

Engineer, Roboticist, Spacecraft Hacker. Associate Professor of Aeronautics and Astronautics at MIT

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11.02.2024
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Latest posts by Zac Manchester @zacmanchester

GitHub - zacmanchester/spacecraft-attitude-course: Spacecraft attitude determination and control Spacecraft attitude determination and control. Contribute to zacmanchester/spacecraft-attitude-course development by creating an account on GitHub.

Super excited to be starting the spring semester in a new job as an associate professor of AeroAstro at MIT @mitaeroastro.bsky.social. I'm teaching Spacecraft Attitude Determination and Control, which I'll be posting online if anyone wants to follow along: github.com/zacmancheste...

02.02.2026 21:43 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Sorry I missed this... We submitted a registration to Space-Track and sent them GPS data early in the mission. I don't recall getting reliably cataloged while we were doing ops and I spent a lot of time fitting our own TLEs to our GPS data. The satellites most definitely reentered over a year ago.

02.02.2026 21:38 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Recent PhD grad Mitch Fogelson presenting results from our ZeroG flight testing complex spinning deployable structures and validating our Dojo simulator

14.12.2025 16:19 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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PhD student Fausto Vega presenting his work on collision avoidance maneuver planning for spacecraft at the ISpaRo conference in Sendai. This work is super nice because we found a convex optimization formulation of the problem that comes with safety, performance, and convergence guarantees.

14.12.2025 16:25 ๐Ÿ‘ 0 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Talking about our lab's recent smallsat missions at the AI4SPACE workshop at ISpaRo in Sendai, Japan

14.12.2025 16:36 ๐Ÿ‘ 1 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Biped walking from left to right across (top) flat, (middle) sinusoidal, and (bottom) piecewise linear terrain using the same policy.

Biped walking from left to right across (top) flat, (middle) sinusoidal, and (bottom) piecewise linear terrain using the same policy.

This T-RO paper will be presented at #ICRA2025 develops a Contact-Implicit MPC method for controlling #robots making/breaking contact. The bilevel planner uses LCPs to reason about contact timing/forces online, generating new contact modes in real-time.

ieeexplore.ieee.org/document/103...

13.05.2025 21:28 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Optimal Control (CMU 16-745) 2024 Lecture 24: Data-Driven Control and Behavior Cloning
Optimal Control (CMU 16-745) 2024 Lecture 24: Data-Driven Control and Behavior Cloning YouTube video by CMU Robotic Exploration Lab

Did a fun lecture this week on data-drive control with hints of behavior cloning and diffusion policies, but all grounded in classical linear systems theory. Most of the ideas are drawn from the behavioral control theory literature: youtu.be/fnajY4Ip13w?...

19.04.2025 22:42 ๐Ÿ‘ 9 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
MIT Robotics - Zac Manchester - Composable Optimization for Robotic Motion Planning and Control
MIT Robotics - Zac Manchester - Composable Optimization for Robotic Motion Planning and Control YouTube video by MIT Robotics

Had a great visit to MIT for the robotics seminar a couple of weeks ago: www.youtube.com/watch?v=eSle...

21.03.2025 03:52 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Just made first contact with our satellite PROMETHEUS-1 in collaboration with @cmurexlab.bsky.social @istecnico.bsky.social @uminho.bsky.social @cmurobotics.bsky.social @scsatcmu.bsky.social

See where our satellite is here: tinygs.com/satellite/PR...

23.01.2025 22:58 ๐Ÿ‘ 22 ๐Ÿ” 5 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1

It's difficult to convey how amazing Jonathan's collection is. This is truly a treasure that every space nerd should support.

23.01.2025 00:42 ๐Ÿ‘ 8 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Cool work by my student @fogmb.bsky.social trying to scale joint robot design and control optimization to realistic problems. These are super challenging optimization problems that are often handled separately by expert designers. We're trying to automate it.

10.12.2024 14:47 ๐Ÿ‘ 7 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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๐Ÿš€ Co-Optimizing Robots for Performance ๐Ÿš€

๐ŸŒŸ CAPO: A scalable optimization method:
โœ… Jointly optimizes actuators & control traj.
โœ… Scales to complex systems
โœ… Finds robust, efficient designs

๐Ÿ‹๏ธ Tested on:
๐Ÿš Multirotors ๐Ÿ›ฐ๏ธ Space structures ๐Ÿงฅ Cloth ๐ŸŸ Soft robots

๐Ÿ“„ rexlab.ri.cmu.edu/papers/CAPO_...

10.12.2024 14:11 ๐Ÿ‘ 7 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 1
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End of an era as Kevin Tracy defends his PhD. Kevin has been with the lab since the very beginning at Stanford, through the move to CMU. He's done amazing optimization-based control work with applications spanning aerospace and robotics and it has been an absolute pleasure working with him.

22.11.2024 19:08 ๐Ÿ‘ 11 ๐Ÿ” 4 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0