Kelly Kochanski

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Lynn H. KaackHertie SchoolVerified email at hertie-school.org
David RolnickMcGill University, Mila Quebec AI InstituteVerified email at cs.mcgill.ca
Priya L. DontiAssistant Professor, MIT EECS & LIDS; Co-founder and Chair, Climate Change AIVerified email at mit.edu
Nikola Milojevic-DupontTechnical University BerlinVerified email at mcc-berlin.net
Anna Waldman-BrownMIT Industrial Performance CenterVerified email at alum.mit.edu
Evan D. SherwinStanford UniversityVerified email at stanford.edu
S. Karthik MukkavilliIBM ResearchVerified email at ibm.com
Andrew RossPhD student, Harvard UniversityVerified email at g.harvard.edu
Kris SankaranAssistant Professor of Statistics, University of Wisconsin - MadisonVerified email at wisc.edu
Konrad Paul KordingNathan Mossell University Professor (PIK), bioengineering & neuroscience, UPenn, CIFAR LMBVerified email at upenn.edu
Natasha JaquesGoogle Research, UC BerkeleyVerified email at google.com
Sasha LuccioniHugging FaceVerified email at huggingface.co
Alexandre LacosteStaff Research Scientist, ServiceNow ResearchVerified email at servicenow.com
Tegan MaharajAssistant Professor at University of TorontoVerified email at polymtl.ca
Andrew NgStanford UniversityVerified email at cs.stanford.edu
Felix CreutzigMercator Research Institute on Global Commons and Climate Change & TUB, BerlinVerified email at mcc-berlin.net
John C. PlattGoogleVerified email at google.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Jennifer ChayesProfessor, UC BerkeleyVerified email at jenniferchayes.com
Gregory E. TuckerFellow of CIRES and Professor of Geological Sciences, University of ColoradoVerified email at colorado.edu

Kelly Kochanski

PhD, University of Colorado - Boulder

Verified email at colorado.edu - Homepage

Polar climate Earth surface processes Machine learning


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Tackling climate change with machine learning D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ... ACM Computing Surveys (CSUR) 55 (2), 1-96, 2022	819*	2022
Statistical classification of self‐organized snow surfaces K Kochanski, RS Anderson, GE Tucker Geophysical Research Letters 45 (13), 6532-6541, 2018	17	2018
The evolution of snow bedforms in the Colorado Front Range and the processes that shape them K Kochanski, RS Anderson, GE Tucker The Cryosphere 13 (4), 1267-1281, 2019	10	2019
Deep learning predictions of sand dune migration K Kochanski, D Mohan, J Horrall, B Rountree, G Abdulla 'Tackling climate change with AI' workshop at NeurIPS, 2019	3	2019
Rescal-snow: Simulating snow dunes with cellular automata K Kochanski, GC Defazio, E Green, R Barnes, C Downie, A Rubin, ... Journal of Open Source Software 4 (42), 1699, 2019	3	2019
Machine Learning Application to Sand Dune Model Prediction Using Generative Adversarial Networks (GANs) J Horrall, D Mohan, K Kochanski, B Rountree AGU Fall Meeting Abstracts 2019, EP54C-14, 2019	2	2019
Snow dune growth increases polar heat fluxes K Kochanski, G Tucker, R Anderson The Cryosphere Discussions, 1-14, 2021	1	2021
Ice and the apparent variation of GPS station positions for Alaska KA Kochanski B.Sc. Thesis, Dept. Earth, Atmospheric and Planetary Sciences, Massachusetts …, 2015	1	2015
Tackling Climate Change with Machine Learning L Kaack, D Rolnick, PL Donti, K Kochanski, A Lacoste, K Sankaran, ... ACM Computing Surveys 55 (2), 1-96, 2022		2022
Surrogate sea ice model enables efficient tuning K Kochanski, I Cvijanovic, D Lucas arXiv preprint arXiv:2006.12977, 2020		2020
The growth of snow bedforms K Kochanski, R Anderson, G Tucker EGU General Assembly Conference Abstracts, 5918, 2020		2020
Self-Organized Surface Roughness in Snow K Kochanski, R Anderson, G Tucker 100th American Meteorological Society Annual Meeting, 2020		2020
Sand Dune Video Prediction: From Cellular Automaton to Convolutional Neural Networks (CNNs) D Mohan, J Horrall, K Kochanski, B Rountree AGU Fall Meeting Abstracts 2019, IN31C-0810, 2019		2019
Tackling Climate Change with Machine Learning D Rolnick, PL Donti, LH Kaack, K Kochanski, A Lacoste, K Sankaran, ... arXiv preprint arXiv:1906.05433, 2019		2019
Building a better model for self-organized snow: lessons from a computer/geo-science collaboration K Kochanski, B Rountree AGUFM 2018, PA11K-0859, 2018		2018
The growth of aeolian snow features K Kochanski, GE Tucker, RS Anderson AGU Fall Meeting Abstracts 2018, EP43A-02, 2018		2018
The self-organization of snow surfaces and the growth of sastrugi K Kochanski, C Bertholet, RS Anderson, GE Tucker AGU Fall Meeting Abstracts 2017, C51E-02, 2017		2017
2017 T Division Lightning Talks ML Ramsey, JAMM Abeywardhana, CM Adams, LC Adams, AL Carter, ... Los Alamos National Lab.(LANL), Los Alamos, NM (United States), 2017		2017
IYPT problems teach high school students about teamwork and the scientific method K Kochanski, A Klishin American Geophysical Union Fall Meeting, 2015		2015
Ice Accumulation and the Apparent Seasonal Variation of GPS Stations in Alaska K Kochanski, T Herring AGU Fall Meeting Abstracts 2015, G33A-1124, 2015		2015

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