Researched the behavior of high altitude balloons in the atmosphere, specifically on achieving neutral buoyancy without active controls.
Discussed my findings in my "Extended Essay" requirement for the International Baccalaureate diploma. Available [PDF].
Mark Wronkiewicz, Jake Lee, Lukas Mandrake, Jack Lightholder, Gary Doran, Steffen Mauceri, Taewoo Kim, Nathan Oborny, Thomas Schibler, Jay Nadeau, James K. Wallace, Eshaan Moorjani, Chris Lindensmith
[NEW/Submitted] "Onboard Science Instrument Autonomy for the Detection of Microscopy Biosignatures on the Ocean Worlds Life Surveyor"
Submitted to The Planetary Science Journal [Preprint]
Jake Lee, Brian Bue, Micahel Garay, Andrew Thorpe, Riley Duren, Daniel Cusworth, Alana Ayasse.
"Robust Multi-Campaign Imaging Spectrometer Methane Plume Detection using Deep Learning"
AGU Fall Meeting, 2022, #A15L-1395.
Jake Lee, Samuel Favrichon, Steffen Mauceri, Yan Yang, John Armston, Sassan Saatchi.
"Addressing Underestimation in Global Forest Structure Mapping"
AGU Fall Meeting, 2022.
Steffen Mauceri, Jake Lee, Mark Wronkiewicz, Lukas Mandrake, Gary Doran, Jack Lightholder, Zuzana Cieslarova, Miranda Kok, M. Fernanda Mora, Aaron Craig Noell.
"Autonomous CE Mass-Spectra Examination (ACME) for the Ocean Worlds Life Surveyor"
Earth and Space Science, 2022.
[AGU Earth and Space]
Fabien H. Wagner, Ricardo Dalagnol, Alber H Sánchez, Mayumi C. M. Hirye, Samuel Favrichon, Jake H. Lee, Steffen Mauceri, Yan Yang, and Sassan Saatchi
"K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation"
Frontiers in Environmental Science, 2022.
Megan M Dubay, Nikki Johnston, Mark Wronkiewicz, Jake Lee, Christian A Lindensmith, Jay L Nadeau.
"Quantification of Motility in Bacillus subtilis at Temperatures Up to 84°C Using a Submersible Volumetric Microscope and Automated Tracking
Frontiers in Microbiology, 2022.
Hannah Kerner, Umaa Rebbapragada, Kiri L Wagstaff, Steven Lu, Bryce Dubayah, Eric Huff, Jake Lee, Vinay Raman, Sakshum Kulshrestha.
"Domain-agnostic Outlier Ranking Algorithms (DORA)-A Configurable Pipeline for Facilitating Outlier Detection in Scientific Datasets"
Frontiers in Astronomy and Space Sciences, 2022.
Jack Lightholder, Mark Wronkiewicz, Jake Lee, Thomas Schibler, Steffen Mauceri, Gary Doran, Eshaan Moorjani, Christian Lindensmith, Lukas Mandrake.
"Onboard Science Autonomy for the Ocean Worlds Life Surveyor (OWLS) Instrument Suite"
American Geophysical Union 2021 Fall Meeting, 2021.
Arjun Ashok Rao, Steffen Mauceri, Andrew Thorpe, Jake Lee, Siraput Jongaramrungruang, Riley Duren.
"Improving Imaging Spectrometer Methane Plume Detection with Large Eddy Simulations"
American Geophysical Union 2021 Fall Meeting, 2021, #GC45B-0838.
Jake Lee, Steffen Mauceri, Jack Lightholder, Mark Wronkiewicz, Gary Doran, Lukas Mandrake, Zuzana Cieslarova, Miranda Kok, Maria Mora, Aaron Noell.
"Onboard Autonomous Summarization and Prioritization of CE-ESI MS Data for the Ocean Worlds Life Surveyor"
American Geophysical Union 2021 Fall Meeting, 2021, #P15C-2112.
Jake Lee, Steffen Mauceri, Sharmita Dey, Arjun Ashok Rao, Ryan Alimo, Andrew Thorpe, Siraput Jongaramrungruang, Riley Duren.
"Methane Plume Detection weith Future Orbital Imaging Spectrometers"
American Geophysical Union 2021 Fall Meeting, 2021, #GC15B-0690.
D. E. Stillman, K. M. Primm, B. Bue, K. L. Wagstaff, J. H. Lee, A. Ansar.
"RSL Geostatistics Show Slopes Above the Angle of Repose and Significant Enhancement After Mars Year 34 Dust Storm"
52nd Lunar and Planetary Science Conference, 2021.
Kiri Wagstaff, Steven Lu, Emily Dunkel, Kevin Grimes, Brandon Zhao, Jesse Cai, Shoshanna B. Cole, Gary Doran, Raymond Francis, Jake Lee, and Lukas Mandrake.
"Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances"
The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021.
Horton, P., Ravichandar, S., Lee, J., Kerner, H. R., Natha, A., Soliman, T. K., Grimes, K., Wagstaff, K., Verma, R., McAuley, J.
"Novelty and Discovery Content Analysis Methods for the Planetary Data System Image Atlas"
American Geophysical Union 2020 Fall Meeting, 2020, #P004-0013.
Lee, Jake H. and Wagstaff, Kiri L.
"Visualizing Image Content to Explain Novel Image Discovery"
Data Mining and Knowledge Discovery, 2020.
Lu, S., Wagstaff, K., Cai, J., Doran, G.B. Jr., Grimes, K., Lee, J., Mandrake, L.
"Content-based Classification of Mars Imagery for the PDS Image Atlas"
American Geophysical Union Fall Meeting 2019, 2019, #P43E-3509.
S. Lu, K. L. Wagstaff, J. Cai, G. Doran, K. Grimes, J. Lee, L. Mandrake, Y. Yue.
"Improved Content-Based Image Classifiers for the PDS Image Atlas"
4th Planetary Data Workshop, 2019.
Wagstaff, Kiri L., and Lee, Jake.
"Interpretable Discovery in Large Image Data Sets"
2018 ICML Workshop on Human Interpretability in Machine Learning, 2018, pp.107-113.
[arXiv] [Workshop] [paper website]
NYC Makes PPE: Helped organize, manufacture, and deliver hundreds of thousands of personal protective equipment in NYC during the height of the COVID-19 pandemic. Contributions included logistics, DIY PPE design, and strategy/direction.
Columbia Social Entrepeneurship Group Tech: Founder and former director of CSEG Tech. Provided dedicated tech and data science services to social impact organizations, including nonprofits and social enterprises.
Columbia Space Initiative:High Altitude Balloons Mission Director, led a team of students to launch a balloon with scientific payloads to ~100,000ft. First launch in 2016 received a lot of media coverage by Columbia University. Visit the mission page here. I am currently a senior advisor.
Columbia Makerspace: Superuser (student volunteer) for the workshop. The makerspace provides various tools and materials, such as 3D printing and laser cutting, to students and faculty. Also consulted on various projects that come through the space and assisted other labs as necessary.
Columbia Pops Orchestra: Cellist and video producer for the Pops Orchestra. All pieces are pop, movie, and video game soundtracks arranged and performed by students.