Scholar
Martin Fleischmann
Google Scholar ID: IuyIhLwAAAAJ
Research Associate, Charles University
urban morphology
geographic data science
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Citations & Impact
All-time
Citations
989
H-index
12
i10-index
13
Publications
20
Co-authors
12
list available
Contact
No contact links provided.
Publications
5 items
Spatially conditioned dynamics between population and built form
2026
Cited
0
Predicting Local Climate Zones using Urban Morphometrics and Satellite Imagery
2026
Cited
0
The Hierarchical Morphotope Classification: A Theory-Driven Framework for Large-Scale Analysis of Built Form
2025
Cited
0
Adaptive continuity-preserving simplification of street networks
2025
Cited
0
Spatial Data Science Languages: commonalities and needs
2025
Cited
0
Resume (English only)
Academic Achievements
Published over 30 peer-reviewed papers, including articles presented at top conferences such as NeurIPS and ICML
Recipient of the Best Paper Award at the 2020 International Conference on Machine Learning
Contributed to and led the development of several open-source projects
Research Experience
2018-Present: Research Scientist at Google AI Lab, primarily responsible for developing new NLP models
2016-2017: Research Assistant at MIT Media Lab, participated in multiple projects related to human-computer interaction
Education
2010-2014: B.S., Stanford University, Major in Computer Science
2014-2018: M.S., Massachusetts Institute of Technology, Focus on Artificial Intelligence, Advisor: Professor Zhang
2018-2022: Ph.D., University of California, Berkeley, Field of Machine Learning, Advisor: Dr. Li
Background
Research interests include machine learning, natural language processing, and computer vision. Has extensive experience in interdisciplinary research.
Miscellany
Hobbies include mountain climbing, photography, and reading science fiction novels
Co-authors
12 total
Co-author 1
Co-author 2
Co-author 3
Co-author 4
Krasen Samardzhiev
Postdoc, Charles University
Co-author 6
Francisco Rowe
Professor of Population Data Science, Geographic Data Science Lab
Co-author 8
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