STC Site Visit: Learning the Earth with Artificial Intelligence and Physics (LEAP)
September 22 - September 23, 2020
We are excited to host the NSF and Site Visit Team for LEAP's Virtual Site Visit. This website contains all information for the event, including the proposal materials that have gotten us to this stage. With any questions, please:
- NSF and Site Visit Team: Email Dr. Dragana Brzakovic
- LEAP Team and Partners: Email [email protected]
At a Glance
Approved by NSF on August 26
Other proposal documents here
ALL RESOURCES
Individual Presentation Slides
- Director's Overview
- Research Overview
- Data-Rich Research
- Moderate Data Research
- Data-Poor Research
- Shared Experimental Facilities: LEAPangeo
- ESM Coupling & Integration
- Facilities & Physical Infrastructure
- Integrating Research & Education
- Developing Human Resources & Broadening Participation
- Corporate Engagement & Partnerships
- Public Engagement & Partnerships
- Administration & Management
Response to Overnight Questions
Full Proposal
Project Description
References
Budget
Shared Experimental Facilities Plan
Ethics Plan
Postdoc Mentoring Plan
Data Management Plan
Facilities Statement
List of Partner Organizations
List of Project Personnel
Biosketches
Current & Pendings
Pre-Proposal
Reviews
Project Description
5 Research Partnerships
Google
Microsoft
NASA Goddard Institute for Space Studies
National Center for Atmospheric Research
University of Montreal
5 Education & Broadening Participation Partnerships
American Museum of Natural History
BlackSpace
National Society of Black Engineers
New York City Department of Education
University Corporation for Atmospheric Research
12 Knowledge Transfer Partnerships
Alliance for Research on Corporate Sustainability
Climate Central (parent organization of Climate Matters)
Cubico Sustainable Investments
Earth Journalism Network
Four Twenty Seven
Gizmodo
New York City Office of the Mayor
Northeast Big Data Hub
PepsiCo
PIMCO
Trust for Governors Island
Urban Climate Change Research Network
We are proud to our team's progress since the full proposal's January submission. There are two updates deserving special recognition:
- Columbia has announced the creation of the new Columbia Climate School. Dr. Courtney Cogburn, LEAP's Chief Equity Officer and Knowledge Transfer Director, has been appointed to the School's Design Committee.
- Dr. Maureen Raymo, LEAP's Senior Personnel contributing to its cryospheric research, has been appointed the Interim Director of Columbia's Lamont-Doherty Earth Observatory. A New York Times article highlights her achievement.
Leadership Team
- Type
- Award
- Who
- David Lawrence
- What
- 2020 CESM Workshop's CESM Distinguished Achievement Award
- Type
- Award
- Who
- Laure Zanna
- What
- 2020 Nicholas P. Fofonoff Award in Physical Oceanography, American Meteorological Society.
- Type
- Grant
- Who
- Galen McKinley + Tian Zheng
- What
- Combining data and models for robust estimates of global air-sea CO2 fluxes
- More Info
- Sponsor: NOAA Award Number: NA20OAR4310340 Amount: $442,456
- Type
- Grant
- Who
- Laure Zanna
- What
- Drivers of Coastal Sea Level Change Along the Eastern US
- More Info
- Sponsor: NOAA Amount: $610,000
- Type
- Grant
- Who
- Laure Zanna
- What
- What sets the predictability timescales of SST and upper-ocean heat content in the Atlantic and Pacific basins?
- More Info
- Sponsor: NOAA Amount: $615,000
- Type
- Grant
- Who
- Pierre Gentine
- What
- Understanding memory effects and respiration with SMAP vegetation optical depth
- More Info
- Sponsor: NASA Amount: $500,000
- Type
- New Program
- Who
- Andrew Revkin
- What
- Launched Sustain What? Webcast
- More Info
- Views Since March: 250,000
- Type
- New Program
- Who
- Andrew Revkin
- What
- Launched the Resilience Media Project
- Type
- Promotion
- Who
- Laure Zanna
- What
- Promoted to Full Professor
- Type
- Promotion
- Who
- Laure Zanna
- What
- Appointed the 2020 Distinguished Visiting Scientist in the University of Reading's Department of Meteorology
- Type
- Promotion
- Who
- Laure Zanna
- What
- Appointed the 2020 Principal Lecturer, Woods Hole Geophysical Fluid Dynamics Summer Program, Data-Driven GFD
- More Info
- Postponed due to COVID-19
- Type
- Promotion
- Who
- Andrew Revkin
- What
- Appointed to National Academies Climate Communications Initiative Advisory Committee
- Type
- Publication
- Who
- Andrew Revkin
- What
- Published The Human Planet - Earth at the Dawn of the Anthropocene
- More Info
- Publisher: Abrams
- Type
- Publication
- Who
- Galen McKinley
- What
- McKinley, G.A., A.R. Fay, Y. Eddebbar, L. Gloege and N. Lovenduski. External forcing explains recent decadal variability of the ocean carbon sink.
- More Info
- Publisher: AGU Advances
- Type
- Publication
- Who
- Courtney Cogburn
- What
- Roswell, Robert O. MD & Cogburn, Courtney D.; Tocco, Jack PhD, MPH; Martinez, Johanna MD; Bangeranye, Catherine PhD; Bailenson, Jeremy N. PhD; Wright, Michael EdD; Mieres, Jennifer H. MD; Smith, Lawrence MD. Cultivating Empathy Through Virtual Reality.
- More Info
- Publisher: Academic Medicine
- Type
- Publication
- Who
- Vanessa Burbano
- What
- VC. Burbano. The Demotivating Effects of Communicating a Social-Political Stance: Field Experimental Evidence from an Online Labor Market Platform.
- More Info
- Publisher: Management Science
- Type
- Publication
- Who
- Vanessa Burbano
- What
- VC. Burbano, J. Ostler. Differences in Consumer-Benefiting Misconduct by Nonprofit, For-profit, and Public Organizations. Organizational Behavior and Human Decision Processes.
- More Info
- Publisher: Organizational Behavior & Human Decision Processes
- Type
- Publication
- Who
- Laure Zanna
- What
- B. Bronselaer, L. Zanna. Heat and carbon coupling reveals ocean warming patterns due to circulation changes.
- More Info
- Publisher: Nature
- Type
- Publication
- Who
- Laure Zanna
- What
- R. Chemke, L. Zanna, L. Polvani. Identifying a human signal in the North Atlantic warming hole.
- More Info
- Publisher: Nature Communications
- Type
- Publication
- Who
- Laure Zanna
- What
- T. Frederikse, F. Landerer, L. Caron, S. Adhikari, D. Parkes, VW Humphrey, S. Dangendorf, P. Hogarth, L. Zanna, J. Cheng, Y-H Wu. The causes of sea-level rise since 1900.
- More Info
- Publisher: Nature
- Type
- Publication
- Who
- Laure Zanna
- What
- L. Zanna, T. Bolton: Data-driven Equation Discovery of Ocean Mesoscale Closures.
- More Info
- Publisher: Geophysical Research Letters
- Type
- Publication
- Who
- Pierre Gentine + Jonathan Kingslake
- What
- Lai, C.Y., Kingslake, J., Wearing, M.G., Chen, P.H.C., Gentine, P., Li, H., Spergel, J.J. and van Wessem, J.M. Vulnerability of Antarctica’s ice shelves to meltwater-driven fracture. Nature, 584(7822), pp.574-578.
- More Info
- Publisher: Nature
- Type
- Publication
- Who
- Pierre Gentine
- What
- Von Schukmann, K., et al. Gentine P. Heat stored in the Earth system: Where does the energy go?
- More Info
- Publisher: Earth System Science Data
- Type
- Publication
- Who
- Pierre Gentine
- What
- Maes W., Pagán B., Martens B., Gentine P., Miralles D. Sun-induced fluorescence closely linked to ecosystem transpiration as evidenced by satellite data and radiative transfer models.
- More Info
- Publisher: Remote Sensing of Environment
- Type
- Publication
- Who
- Pierre Gentine
- What
- Cheng Y, Li Q, Grachev A, Argentini S, Fernando HJS, Gentine P. On the Power-law Scaling of Turbulence Cospectra in the Stably Stratified Atmospheric Boundary Layer.
- More Info
- Publisher: Boundary-Layer Meteorology
- Type
- Publication
- Who
- Pierre Gentine
- What
- Jonard F., Brüggemann N., Gentine P., De Cannière S., Lobet G., Miralles D., Montzka C., Rascher U., Vereecke H. Value of chlorophyll fluorescence for quantifying hydrological states and fluxes: current status and challenges.
- More Info
- Publisher: Agricultural and Forest Meteorology
- Type
- Publication
- Who
- Pierre Gentine
- What
- Sullivan S., Schiro K., Yin J., Gentine P. Changes in tropical precipitation intensity with El Niño warming.
- More Info
- Publisher: Geophysical Research Letters
- Type
- Publication
- Who
- Pierre Gentine
- What
- Zhao W., Qiu G., Xiong Y., Tha Paw U K., Gentine P., Chen B. Uncertainty caused by resistances in evapotranspiration estimation.
- More Info
- Publisher: Journal of Hydrometeorology
- Type
- Publication
- Who
- Pierre Gentine
- What
- Zhang Y., Commane R., Williams A.P, Zhou S., Gentine P. Light limits northern latitude end-of-season carbon uptake.
- More Info
- Publisher: Nature Climate Change
- Type
- Publication
- Who
- Pierre Gentine
- What
- Vila-Guerau de Arellano J., Wang X., Pedruzo-Bagazgoitia X., Sikma M., Panareda A.-A., Boussetta S., Balsamo G., Machado L. A. T., Gentine P., Martin S. T., Fuentes J. D and Gerken T. Interactions between the Amazonian rainforest and cumuli clouds: A large-eddy simulation, high-resolution ECMWF and observational intercomparison study.
- More Info
- Publisher: Journal of Advances in Modeling Earth Systems
- Type
- Publication
- Who
- Pierre Gentine
- What
- Zhang Y., Williams A.P, Pao S., Zhou S., Gentine P. Large and potentially strengthening moisture limitation on end-of-season photosynthesis.
- More Info
- Publisher: PNAS
- Type
- Publication
- Who
- Pierre Gentine
- What
- Cheng Y, Li Q, Argentini S, Sayde C, Gentine P. A model for Turbulence Spectra in the Equilibrium Range of the Stable Atmospheric Boundary Layer.
- More Info
- Publisher: JGR Atmospheres
Full Team
- Type
- Promotion
- Who
- David Gagne
- What
- Promoted to NCAR's Head of CISL Analytics and Integrative Machine Learning
- Type
- Promotion
- Who
- Duncan Menge
- What
- Received tenure through Columbia's Faculty of Arts and Sciences
- Type
- Grant
- Who
- Hugh Morrison, Greg Elsaesser, Marcus van Lier-Walqui
- What
- Improving the Parameterization of Cloud and Rain Microphysics in E3SM using a Novel Observationally-Constrained Bayesian Approach.
- More Info
- Sponsor: DOE Award Number: DE-FOA-0002230 Amount: $863,038
- Type
- Grant
- Who
- Marcus van Lier-Walqui, Hugh Morrison
- What
- Polarimetric radar & lightning analysis and high resolution simulations to support TRACER science goals,
- More Info
- Sponsor: DOE Award Number: DE-FOA-0002198 Amount: $830,192
- Type
- Grant
- Who
- Jonathan Kingslake
- What
- Greenland Ice Sheet Dynamic Response in Inland Expansion of a Hydrologically-Active Ice-Sheet Bed
- More Info
- Sponsor: NSF Award Number: 20-03464 Amount: $722,623
- Type
- Grant
- Who
- Helga Gomes
- What
- RAPID: Assessing the Response of the Seychelles-Chagos Thermocline Ridge Ecosystem to an Indian Ocean Dipole Event.
- More Info
- Sponsor: NSF Amount: $191,842
- Type
- Grant
- Who
- Helga Gomes
- What
- Bio-Optical Monitoring and Evaluation System (BIOMES) for improving satellite estimates of Ocean Net Primary Production for Carbon Cycling and Climate Change studies.
- More Info
- Sponsor: NASA Amount: $250,763
- Type
- Grant
- Who
- Helga Gomes
- What
- GLIMR: A hyperspectral geostationary sensor for measurement of dynamic coastal ecosystem and carbon cycle processes.
- More Info
- Sponsor: NASA Amount: $884,998
- Type
- Grant
- Who
- David Gagne
- What
- 0-3 hour tornado prediction using the Warn on Forecast System and machine learning
- More Info
- Sponsor: NOAA Amount: $517,038
- Type
- Grant
- Who
- David Gagne
- What
- Advancing Earth System Challenge Problems in Machine Learning
- More Info
- Sponsor: NCAR Reinvestment Funds Amount: $306,000
- Type
- Publication
- Who
- Suzana Camargo
- What
- P. Hassanzadeh, C.-Y. Lee, E. Nabizadeh, S.J. Camargo, D. Ma, and L. Yeung. Effects of climate change on the movement of future landfalling Texas tropical cyclones.
- More Info
- Publisher: Nature Communications
- Type
- Publication
- Who
- Suzana Camargo
- What
- C. Raymond, R.M. Horton, J. Zscheischler, O. Martius, A. AghaKoucha, J. Balch, S.G. Bowen, S.J. Camargo, J. Hess, K. Kornhuber, M. Oppenheimer, A.C. Ruane, T. Wahl, K. White. Understanding and managing connected extreme events.
- More Info
- Publisher: Nature Climate Change
- Type
- Publication
- Who
- Helga Gomes
- What
- Gomes, H. do R., J. I. Goes, K. Al-Hashimi, L. Al-Kharusi. Global Distribution and Range Expansion of Green Vs Red Noctiluca Scintillans. In: Dinoflagellates: Morphology, Life History, and Ecological Significance, Ed. D. Subba Rao.
- More Info
- Publisher: Nova
- Type
- Publication
- Who
- Helga Gomes
- What
- Goes, J. I., H. Tian, H. do. R. Gomes, O. R. Anderson, K. Al-Hashimi, S. deRada, H. Luo, L, Al-Kharusi, A. Al-Azri, D. G. Martinson. Ecosystem State Change in the Arabian Sea fueled by loss of snow over the Himalayan-Tibetan Plateau region.
- More Info
- Publisher: Scientific Reports
- Type
- Publication
- Who
- David Gagne
- What
- Gettelman, A., D. J. Gagne, C.-C. Chen, M. Christensen, Z. Lebo, H. Morrison, and G. Gantos. Machine learning the warm rain process.
- More Info
- Publisher: Journal of Advances in Modeling Earth Systems
- Type
- Publication
- Who
- David Gagne
- What
- Sha, Y., D. J. Gagne, G. West, and R. Stull. Deep-learning-based precipitation observation quality control.
- More Info
- Publisher: Journal of Atmospheric and Oceanic Technology
- Type
- Publication
- Who
- David Gagne
- What
- Gagne II, D. J., H. Christensen, A. Subramanian, and A. Monahan. Machine learning for stochastic parameterization: Generative adversarial networks in the lorenz ’96 model.
- More Info
- Publisher: Journal of Advances in Modeling Earth Systems
- Type
- Publication
- Who
- David Gagne
- What
- Lagerquist, R., A. McGovern, C. Homeyer, D. J. Gagne II, and T. Smith. Deep learning on three-dimensional multiscale data for next-hour tornado prediction.
- More Info
- Publisher: Monthly Weather Review
- Type
- Publication
- Who
- David Gagne
- What
- McGovern, A., R. Lagerquist, D. J. Gagne. Using machine learning and model interpretation and visualization techniques to gain physical insights in atmospheric science.
- More Info
- Publisher: ICLR AI for Earth Sciences Workshop
FAQs
NSF and Site Visit Team: Please contact Dr. Dragana Brzakovic, who will relay your request to us.
LEAP Team and Partners: Please email [email protected].
There are a lot of acronyms in the proposed project. During the Virtual Site Visit, we will define each of them. In addition, below is a table that you may find useful.
- Acronym
- ESM
- Definition
- Earth System Model
- Acronym
- LEAP
- Definition
- Learning the Earth with Artificial Intelligence and Physics
- Acronym
- ML
- Definition
- Machine Learning
- Acronym
- NCAR
- Definition
- National Center for Atmospheric Research
- Acronym
- SOARS
- Definition
- Significant Opportunities in Atmospheric Research and Science
In addition to the PDF agenda, please find an HTML version below.
Tuesday, September 22 (Day 1)
- Time
- 10:00 a.m. -
10:30 a.m. - Presentation Title
- Welcome & Introductions
Director's Overview: LEAP Rationale and Goals - Presenter(s)
- Pierre Gentine
Lead PI, Center Director, Diversity Co-Director
- Time
- 10:30 a.m. -
10:45 a.m. - Presentation Title
- Question & Answer
- Time
- 10:45 a.m. -
11:00 a.m. - Presentation Title
- Research Overview
- Presenter(s)
- Galen McKinley
Co-PI, Deputy Director
- Time
- 11:00 a.m. -
11:10 a.m. - Presentation Title
- Question & Answer
- Time
- 11:10 a.m. -
11:25 a.m. - Presentation Title
- Data-Rich Research
- Presenter(s)
- Carl Vondrick
Data Science Director
Laure Zanna
Geoscience Director
- Time
- 11:25 a.m. -
11:35 a.m. - Presentation Title
- Question & Answer
- Time
- 11:35 a.m. -
11:50 a.m. - Presentation Title
- Moderate Data Research
- Presenter(s)
- Carl Vondrick
Data Science Director
Laure Zanna
Geoscience Director
- Time
- 11:50 a.m. -
12:00 p.m. - Presentation Title
- Question & Answer
- Time
- 12:00 p.m. -
12:20 p.m. - Presentation Title
- NSF Executive Session
- Time
- 12:20 p.m. -
12:35 p.m. - Presentation Title
- Data-Poor Research
- Presenter(s)
- Tian Zheng
Co-PI, Chief Convergence Officer,
Education Director
Galen McKinley
Co-PI, Deputy Director
- Time
- 12:35 p.m. -
12:45 p.m. - Presentation Title
- Question & Answer
- Time
- 12:45 p.m. -
1:05 p.m. - Presentation Title
- Shared Experimental Facilities: LEAPangeo
- Presenter(s)
- Ryan Abernathey
Co-PI, Data & Computation Director
- Time
- 1:05 p.m. -
1:15 p.m. - Presentation Title
- Question & Answer
- Time
- 1:15 p.m. -
1:30 p.m. - Presentation Title
- ESM Coupling & Integration
- Presenter(s)
- David Lawrence
Model Development Liaison
- Time
- 1:30 p.m. -
1:40 p.m. - Presentation Title
- Question & Answer
- Time
- 1:40 p.m. -
1:50 p.m. - Presentation Title
- Facilities & Physical Infrastructure
- Presenter(s)
- Galen McKinley
Co-PI, Deputy Director
- Time
- 1:50 p.m. -
2:00 p.m. - Presentation Title
- Question & Answer
- Time
- 2:00 p.m. -
2:30 p.m. - Presentation Title
- NSF Executive Session
- Time
- 2:30 p.m. -
3:00 p.m. - Presentation Title
- Integrating Research & Education
- Presenter(s)
- Tian Zheng
Co-PI, Chief Convergence Officer,
Education Director
- Time
- 3:00 p.m. -
3:15 p.m. - Presentation Title
- Question & Answer
- Time
- 3:15 p.m. -
3:45 p.m. - Presentation Title
- Developing Human Resources & Broadening Participation
- Presenter(s)
- Courtney Cogburn
Co-PI, Chief Equity Officer,
Knowledge Transfer Director
Pierre Gentine
Lead PI, Center Director, Diversity Co-Director
- Time
- 3:45 p.m. -
4:00 p.m. - Presentation Title
- Question & Answer
- Time
- 4:00 p.m. -
4:30 p.m. - Presentation Title
- NSF Executive Session
- Time
- 4:30 p.m. -
4:45 p.m. - Presentation Title
- Corporate Engagement & Partnerships
- Presenter(s)
- Vanessa Burbano
Corporate Engagement Director
- Time
- 4:45 p.m. -
4:53 p.m. - Presentation Title
- Question & Answer
- Time
- 4:53 p.m. -
5:08 p.m. - Presentation Title
- Public Engagement & Partnerships
- Presenter(s)
- Andrew Revkin
Public Engagement Director
- Time
- 5:08 p.m. -
5:15 p.m. - Presentation Title
- Question & Answer
- Time
- 5:15 p.m. -
5:45 p.m. - Presentation Title
- Administration & Management
Private Session - Presenter(s)
- Pierre Gentine
Lead PI, Center Director, Diversity Co-Director
Galen McKinley
Co-PI, Deputy Director
Ryan Abernathey
Co-PI, Data & Computation Director
Courtney Cogburn
Co-PI, Chief Equity Officer,
Knowledge Transfer Director
Tian Zheng
Co-PI, Chief Convergence Officer,
Education Director
- Time
- 5:45 p.m. -
6:15 p.m. - Presentation Title
- Question & Answer
Private Session
- Time
- 6:15 p.m. -
6:30 p.m. - Presentation Title
- Wrap-Up
- Time
- 6:30 p.m. -
7:15 p.m. - Presentation Title
- NSF Executive Session
- Time
- 7:15 p.m. -
7:35 p.m. - Presentation Title
- Critical Feedback & List of Questions
- Time
- 7:35 p.m.
- Presentation Title
- NSF & Site Visit Team Adjourn
LEAP Team Develops Responses to Critical Feedback
Wednesday, September 23 (Day 2)
- Time
- 10:00 a.m. -
11:00 a.m. - Presentation Title
- NSF Meeting with Partner Institution Leadership
Private Session - Presenter(s)
- Institutional Leadership
- Time
- 11:00 a.m. -
12:00 p.m. - Presentation Title
- Summary/ Proposing Team's Response to Critical Feedback
- Presenter(s)
- LEAP Team
- Time
- 12:00 p.m. -
6:00 p.m. - Presentation Title
- Site Visit Team Prepares Site Visit Report
- Time
- 6:00 p.m.
- Presentation Title
- Adjourn
- Name
- Alex Halliday
- Title
- Director
- Unit
- Earth Institute
- Institution
- Columbia University
- Name
- Amy Hungerford
- Title
- Executive Vice President and Dean of the Faculty
- Unit
- Faculty of Arts and Sciences
- Institution
- Columbia University
- Name
- Art Lerner-Lam
- Title
- Deputy Director
- Unit
- Lamont-Doherty Earth Observatory
- Institution
- Columbia University
- Name
- Bob Mawhinney
- Title
- Dean of Science
- Unit
- Faculty of Arts and Sciences
- Institution
- Columbia University
- Name
- Costis Maglaras
- Title
- Dean
- Unit
- Graduate School of Business
- Institution
- Columbia University
- Name
- Dennis Mitchell
- Title
- Vice Provost for Faculty Development
- Unit
- Office of the Provost
- Institution
- Columbia University
- Name
- Everette Joseph
- Title
- Director
- Unit
- Office of the Director
- Institution
- National Center for Atmospheric Research
- Name
- Ira Katznelson
- Title
- Interim Provost
- Unit
- Office of the Provost
- Institution
- Columbia University
- Name
- James Bullock
- Title
- Dean
- Unit
- School of Physical Sciences
- Institution
- UC Irvine
- Name
- Lee Bollinger
- Title
- President
- Unit
- Office of the President
- Institution
- Columbia University
- Name
- Mary Boyce
- Title
- Dean
- Unit
- Fu Foundation School of Engineering and Applied Science
- Institution
- Columbia University
- Name
- Melissa Begg
- Title
- Dean
- Unit
- School of Social Work
- Institution
- Columbia University
- Name
- Mostafa Kaveh
- Title
- Dean
- Unit
- College of Science and Engineering
- Institution
- University of Minnesota
- Name
- Russell Caflisch
- Title
- Director
- Unit
- Courant Institute of Mathematical Sciences
- Institution
- New York University
- Name
- Shih-Fu Chang
- Title
- Senior Executive Vice Dean
- Unit
- Fu Foundation School of Engineering and Applied Science
- Institution
- Columbia University
- Name
- Stephanie Rowley
- Title
- Provost
- Unit
- Office of the Provost
- Institution
- Teachers College
In addition to the Excel list of Site Visit attendees, please find an HTML version below.
- FIRST NAME
- Ryan
- LAST NAME
- Abernathey
- PROPOSAL ROLE
- Co-PI, Data & Computation Director
- TITLE
- Associate Professor
- DEPARTMENT
- Department of Earth & Environmental Sciences
- INSTITUTION
- Columbia University in the City of New York
- FIRST NAME
- Olivia
- LAST NAME
- Albrecht
- PROPOSAL ROLE
- Knowledge Transfer Partner
- TITLE
- Head of ESG Business Strategy
- DEPARTMENT
- NA
- INSTITUTION
- PIMCO
- FIRST NAME
- John
- LAST NAME
- Anderson
- PROPOSAL ROLE
- Knowledge Transfer Partner
- TITLE
- Principal Scientist
- DEPARTMENT
- NA
- INSTITUTION
- FIRST NAME
- Elias
- LAST NAME
- Bareinboim
- PROPOSAL ROLE
- Senior Personnel
- TITLE
- Associate Professor
- DEPARTMENT
- Department of Computer Science
- INSTITUTION
- Columbia University in the City of New York
- FIRST NAME
- Marley
- LAST NAME
- Bauce
- PROPOSAL ROLE
- Administrator
- TITLE
- Director of Research Proposal Development
- DEPARTMENT
- Office of the Executive Vice President for Research
- INSTITUTION
- Columbia University in the City of New York
- FIRST NAME
- Michael
- LAST NAME
- Beck
- PROPOSAL ROLE
- Knowledge Transfer Partner
- TITLE
- Senior Vice President
- DEPARTMENT
- Insurance-Linked Securities Portfolio Management
- INSTITUTION
- PIMCO
- FIRST NAME
- Melissa
- LAST NAME
- Begg
- PROPOSAL ROLE
- Leadership
- TITLE
- Dean
- DEPARTMENT
- School of Social Work
- INSTITUTION
- Columbia University in the City of New York
- FIRST NAME
- Robin
- LAST NAME
- Bell
- PROPOSAL ROLE
- Senior Personnel
- TITLE
- Palisades Geophysical Institute Professor
- DEPARTMENT
- Lamont-Doherty Earth Observatory
- INSTITUTION
- Columbia University in the City of New York
- FIRST NAME
- Yoshua
- LAST NAME
- Bengio
- PROPOSAL ROLE
- Senior Personnel
- TITLE
- Professor
- DEPARTMENT
- Department of Computer Science
- INSTITUTION
- University of Montreal
- FIRST NAME
- Paulo
- LAST NAME
- Blikstein
- PROPOSAL ROLE
- Senior Personnel
- TITLE
- Associate Professor
- DEPARTMENT
- Department of Communications, Media & Learning Technology Design
- INSTITUTION
- Teachers College
- FIRST NAME
- Lee
- LAST NAME
- Bollinger
- PROPOSAL ROLE
- Leadership
- TITLE
- President
- DEPARTMENT
- Office of the President
- INSTITUTION
- Columbia University in the City of New York
- FIRST NAME
- Rajendra
- LAST NAME
- Bose
- PROPOSAL ROLE
- Administrator
- TITLE
- Senior Director of Research Computing
- DEPARTMENT
- Mortimer B. Zuckerman Mind Brain Behavior Institute
- INSTITUTION
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- O
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- Columbia University in the City of New York
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- Zheng
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- Professor and Chair
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- Department of Statistics
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- Columbia University in the City of New York
