Daniel Jang

Introduction

I am a Ph.D. candidate at in the Department of Aeronautical and Astronautical Engineering at MIT and a MIT Lincoln Scholar.  I am advised by Prof. Richard Linares in ARCLab and SSL

I've worked at MIT Lincoln Laboratory in the Space Systems Analysis and Test group (Group 95) for several years.  My B.S. is in Electrical Engineering and Computer Science at MIT (2010) and a M.Eng in the same department (2012)

 

Publications & Conference Proceedings

  • M. Lifson, D. Jang, C. Pasiecznik, R. Linares, "MOCAT-SSEM: A Source-Sink Evolutionary Model for Space Debris Environment Evolutionary Modeling" 9th Annual Space Traffic Management Conference, Austin TX (Mar 2023)
  • D. Jang, D. Gusmini, P. M. Siew, A. D’Ambrosio, S. Servadio, P. Machuca, R. Linares, "Monte Carlo Methods To Model The Evolution Of The Low Earth Orbit Population" 33rd AAS/AIAA Space Flight Mechanics Meeting (Jan 2023)
  • S. Servadio, T. St. Francis, N. Simha, D. Gusmini, D. Jang, A. D'Ambrosio, R. Linares, "Optimal Target Selection for an Active Debris Removal Mission" 33rd AAS/AIAA Space Flight Mechanics Meeting (Jan 2023)
  • P. M. Siew, D. Jang, T. G. Roberts, R. Linares, "Space-Based Sensor Tasking Using Deep Reinforcement Learning,"  The Journal of the Astronautical Sciences (2022) 69:1855–1892  https://doi.org/10.1007/s40295-022-00354-8 (Nov 2022)
  • D. Jang, A. D’Ambrosio, M. Lifson, C. Pasiecznik, R. Linares, "Stability of the LEO Environment as a Dynamical System"   Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference (Sep 2022)
  • P. M. Siew, D. Jang, T. G. Roberts, R. Linares, J. Fletcher, "Cislunar Space Situational Awareness Sensor Tasking using Deep Reinforcement Learning Agents" , Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference (Sep 2022)
  • A. D’Ambrosio, M. Lifson, D. Jang, C. Pasiecznik, and R. Linares, "Projected Orbital Demand and LEO Environmental Capacity", Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference (Sep 2022)
  • C. Pasiecznik, A. D’ambrosio, D. Jang, and R. Linares, "A Dynamical Systems Analysis of the Effects of the Launch Rate Distribution on the Stability of a Source-Sink Orbital Debris Model", International Astronautical Congress (Sep 2022)
  • A. D’Ambrosio, S. Servadio, P. M. Siew, D. Jang, M. Lifson, and R. Linares, "Analysis Of The Leo Orbital Capacity Via Probabilistic Evolutionary Model", AAS/AIAA Astrodynamics Specialist Conference, 8 2022 (Aug 2022)
  • D.Jang, R.Linares, "System-level RIsk Assessment of the Low Earth Orbit Environment,"  8th Annual Space Traffic Management Conference, Austin TX (Mar 2022)
  • T. G. Roberts, P. M. Siew, D.Jang, R. Linares, "A Deep Reinforcement Learning Application to Space-based Sensor Tasking for Space Situational Awareness" Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference  (Sep 2021)
  • D.Jang, D. Arnas, R.Linares, "Optimal Strategies for Altitude and Time-Constrained On-orbit Rendesvous" AAS/AIAA Astrodynamics Specialist Conference (Aug 2021)
  • P. M. Siew, D.Jang, R.Linares, "Sensor Tasking for Space Situational Awareness Using Deep Reinforcement Learning" AAS/AIAA Astrodynamics Specialist Conference (Aug 2021)
  • P. M. Siew, D.Jang, R. Linares, "A Deep Reinforcement Learning Application to \\ Space-based Sensor Tasking for Space Situational Awareness" Advanced Maui Optical and Space Surveillance Technologies Conference (AMOS) (Sep 2021)
  • D. Jang, P. M. Siew, D. Gondelach, R. Linares, "Space Situational Awareness Tasking For Narrow Field Of View Sensors: A Deep Reinforcement Learning Approach" 71st International Astronautical Congress (Oct 2020)
  • R. Johanson, D. Jang, et. al, "What could we do with a 20-meter tower on the Lunar South Pole? Applications of the Multifunctional Expandable Lunar Lite & Tall Tower (MELLTT)" AIAA ASCEND Conference (Nov 2020)
  • D. Jang, D. Gondelach, R. Linares, "Orbital Catalog Toolkit, a Software Suite for Catalog Maintenance," 6th Annual Space Traffic Management Conference, Austin TX (Feb 2020)
  • D. Jang, “Orbit Regime Trade Study Updated ” Space Securities Workshop, Dayton, OH (Jun 2019)
  • D. Jang, “Orbit Regime Trade Study” Space Securities Workshop, Dayton, OH (Jun 2018)
  • D. Jang, “LEO Analysis” Space Securities Workshop, Dayton, OH (Jun 2018)
  • D. Jang, “Resiliency Study Updated” A2AD Workshop, MITLL (Nov 2016)
  • D. Jang, “Resiliency Study” Space Control Conference, MITLL  (May 2016)
  • Z. Weber, J. Grimes, D. Jang, “Sensor Cross Cueing for Tactical Deep Space Scenarios” Advanced Maui Optical
    and Space Surveillance Technologies (AMOS) Conference (Oct 2015)
  • J. Birge, J. Franz, D. Jang, “Mobile Target Search using UAV Swarms” ISR Conference, MITLL (Jun 2015)
  • J. Birge, P. Schulz, D. Jang, “Space object characterization and orbit determination using three dimensional laser
    radar,” Advanced Maui Optical and Space Surveillance Technologies AMOS Conference (Oct 2014)
  • D. Jang, "Carbon nanotube-based field ionization vacuum" M. Eng Thesis, MIT (Jun 2012)
  • D. Jang, S. Wendelken, J.M. Irvine, “Robust Human Identification Using ECG: Eigenpulse Revisited,” Proc. SPIE, v.7667 (Apr 2010)

Honors / Awards

  • MIT Lincoln Scholar (2021-2023)
  • Winner of the Carl E. Nielsen Jr. Family Fund for graduate students with significant contributions to MIT Lincoln Laboratory (Jan 2021)
  • 1st prize and Most Creative winner of IBM-MIT AI meets Space MIT-IBM Workshop Link (Sep 2019)
  • Member of Eta Kappa Nu (HKN) National Electrical Engineering Honor Society (May 2010)

Guest Lectures

  • Naval War College for Topics on Space Control course (Apr 2019)

Reviewer

  • AIAA Journal of Guidance and Control, IEEE Transactions on Aerospace and Electronic Systems (TAES), IEEE Transactions on Control of Network Systems (TCNS), Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, Journal of Aerospace Information Systems, IEEE Aerospace and Electronic Systems Magazine

 

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