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Sai Ravela, Director —
Nonlinear Dynamics and Chaos, Stochastic Processes, Estimation, Control, Optimization, Learning and Inference, Autonomous Observatories, Computational Intelligence — with application to Earth, Planets, Climate, and Life
Visiting Scientists and Postdoctoral Associates
Dr. William Rodi — Seismology, Uncertainty, and Inversion.
Dr. Michael Barbehenn, Ecological Informatics, and Statistical Inference.
Dr. Anamitra Saha — Flood Extremes and Climate, Physically-driven Machine Learning
Dr. Jiangchao Qiu – Hydrological and Hydrodynamic Simulation, Compound Hydrometeorology Extremes Analytics, Natural Hazards, and Climate
Dr. Marzieh Mirhoseini — ML-Physics approaches to Model Reduction and Uncertainty Quantification
Dr. Samiya Alkhairy, Estimation & Control, Analytic Methods.
Graduate Students
Lubna AlBarghouty (Course XII), Nuclear Explosion Monitoring and Informative Inference
Goran Zivanovic (Course VI), Exoplanet Detection and Machine Learning
Jae Deok Kim (Course XII, MIT-WHOI Joint Program), Electromagnetic Geophysics, Geothermal Energy and Machine Learning
Ken Yan
Kenneth Gee
Samson Mercier
Undergraduate Students
Thelonious (Theo) Cooper (Course VI), Embedded Systems for Autonomy, Music Recognition
Ziwei (Grace) Jiang (Course VI), Image Recognition Architectures, Distributed Image Recognition
Tyrin-Ian Todd (Course VI) — Informative Learning for Mapping
High-School Students
Administrative Staff
- Jaga Purevsuren, Senior Financial Assistant
- Alma Pellecer, Administrative Assistant
Collaborators
- Andreas Prein, NCAR
- Delaine Reiter, Applied Research Associates
- Dagoberto Pulido IPN, Mexico
- Dennis Bernstein, Adaptive Control, University of Michigan
- Auroop Ganguly, Machine Learning and Sustainability, NEU
- Sara Seager, Machine Learning and Exoplanets, MIT
- Dirk Smit, Machine Learning and Super-resolution, Shell
- Brent Minchew, Glacier/Ice Observation
- Paul O Gorman, Atmospheric Dynamics, and Learning
- Kerry Emanuel, Hurricane Risk
- John Marshall, Ocean Modeling and Fluid Laboratory
- Tom Reynolds and Fulvio Fabrizi, Machine Learning and Long-Range Forecasting, Lincoln Laboratory
- Balu Nadiga, Dynamics and Machine Learning, Los Alamos National Laboratory
- Ziwei Li — Predictability and Learning
Phd Committee
- Ammar Alali (EAPS)
- Aarti Dwivedi (EAPS)
- Shiqing Liu (CEE)
- Rachel Price (Aero-Astro)
- Lubna AlBarghouty — Research Advisee
- Goran Zivanovic (EECS) — Research Advise
- Gregory Ely (EAPS)
- Zhuchang Zhan (EAPS)
- Elizabeth Basha (EECS)
- Nishant Yadav (Northeastern U)
Alum
- Prof. Joaquin Salas — Computer Vision and Sustainability.
- Madeline Loui (Course XVI/VI) Computer Vision, Machine Learning, Remote Sensing, Inundation Mapping
- Adebekun, Fiyifolu O.; Learning Dynamics from Data
- Ali, Salem J.
- Diego Luca Gonzalez Gauss, Machine Learning and Extreme Floods
- Amro Alshareef, Barrier Films, Medical Devices, Unmanned Aircraft Systems
- Vivian Ngyuen, Image Recognition for Animal Biometrics and Conservation
- Bowman, Scott G.
- Tasmeem Reza (Course XVIII-C), Analytic Methods for Estimation and Control
- Chen, Ashley
- Chew, Juliana L. — Flood Detection
- Clarke, Shanelle G.
- Cooper, Thelonious A.
- Edison, Jacob C.– Hybrid Engine Design
- Feldman, Rose G.
- Gomez-Paz, Paco J.
- Horne, Kyra
- Ismail, Elyud S.
- Jamee, Mehrab S.
- Jiang, Ziwei
- Margolis, Gabriel B.– Bayesian Deep Learning; MIT
- Marks, Boaz J.– Tiltrotor Dynamics and Control
- Mloduchowski, Tomasz B.
- Mohamed, Amy I.
- Mohammed Salim, Abdulazeez O.
- Reilly, Sonia M.
- Reza, Tasmeem
- Suarez, David R.
- Sun, Tingxiao
- Thakur, Nandini S.
- Tian, Grace Y.; (Course XVIII), Analytic Methods for Estimation and Control
- Trivedi, Mihir
- Wheatley, Caitlin K.
- Wolfenberger, Katelyn M.; Mechanical Engineering, Research Associate
- Xu, Iris
- Yamaguchi, Erina
- Yang, Christopher M.
- Yang, Emily P.
- Aarti Dwivedi– Full Waveform Inversion and Machine Learning
- Nishant Yadav (NEU, CEE)
- Zhuchang Zhan (EAPS)
- Dongjoon Lee, Research Assistant — Hybird UAS Design, Dynamics
- Abdelazeez Salim, Research Assistant — Adaptive Control
- Ammar Alali, Research Assistant — Energy Systems and Learning
- Elizabeth Basha, EECS => University of the Pacific
- Kshitij Bakliwal, Purdue University
- Timothy Langlois, Lincoln Laboratory, Cornell, Adobe
- Clea Denamiel, Post-Doctoral Research Associate
- Sara Davila, Research Intern — Climate Risk
- Emily Pitts, EECS
- Joshua Runge, EECS
- Fernando Shao, Mathematics=> Stanford, Oxford
- John Williams, EAPS
- Jeff Castillo, Aero Astro, Research Associate
- James Duyck, Math and Computer Science (Research Associate) => CMU => Google
- Chelsea Finn, EECS (Research Associate)=> Berkeley=> Google=>Stanford
- Alex Grossman, Research Assistant — Learning Long-Range Weather Prediction and Causal Discovery
- Elyud Ismail, Mechanical Engineering, Research Associate
- Samiya Al Khairy, Postdoctoral Researcher — Information Theoretic Inference
- Amira Malik, Research Assistant — Stratoro Dynamics and Control
- Joshua Mitteldorf, Visiting Scientist
- Meghana Ranganathan, Graduate Advisee
- Nick Roberts, Aero Astro, Research Associate
- Christoph Schultheiss, Research Assistant => ETH
- Yuvraj Sehgal, Pilot
- Hans Seybold, Post-Doctoral Research Associate => ETH
- Piyush Tagade, Post-Doctoral Research Associate => Samsung India
- Navi Tansaraviput, Researh Assistant
- Margaret Trautner, Research Assistant — Neural System Dynamics and Optimization; Caltech
- Mihir Trivedi, Research Assistant — SkyCandy Ensemble Control
- Randy Westlund, Systems Engineer
Thanks
The people who directly or indirectly have influenced the development of ESSG
- Prof. Maria Zuber, VP of Research
- Prof. Rob van der Hilst, Chair of the Department
- Prof. Kerry Emanuel, Atmospheric Dynamics
- Prof. John Marshall, Oceanography
- Prof. Jon How, Aero-Astro
- Prof. Dennis McLaughlin, Hydrology
- Prof. Youssef Marzouk, Director, Center for Computational Engineering
- Prof. Laurent Demanet, Director, Earth Resources Laboratory
- Prof. Bill Freeman, Computer Vision
- Prof. Alan Willsky, Stochastic Systems
- Prof. Allen Hanson, Computer Vision
- Prof. Bruce Croft, Information Retrieval
- Prof. Rod Grupen, Robotics
- Prof. M J S Rangachar, Electrical and Communication Engineering