- 🔭 I’m a PhD Candidate and Satre Family Fellow at Stanford University. Feel free to check out my webpage.
- 🌱 I’m working on reconstructing 3D building models from airborne LiDAR and floor plan images at scale.
- ⚡ At the moment, I am mostly working with diffusion-based generative ML algorithms for 3D graphs.
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Stanford University
- Stanford
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08:08
(UTC -08:00) - https://kdmayer.github.io/
- https://orcid.org/0000-0002-5340-2711
Highlights
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Pinned Loading
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3D-PV-Locator
3D-PV-Locator PublicDockerized Repo for "3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D" based on Applied Energy publication.
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nasa-power-api
nasa-power-api PublicSimple Python script to download historical meteorological data records from 1981 to today for any place on Earth from Nasa Power: https://power.larc.nasa.gov/data-access-viewer/
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PV_Pipeline
PV_Pipeline PublicPyTorch models and pipeline developed for "DeepSolar for Germany". For reference, the paper can found at https://ieeexplore.ieee.org/document/9203258
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uk-lidar-program
uk-lidar-program PublicForked from philwilkes/ea_lidar
Python code to bulk download UK Environment Agency LiDAR data
Python 2
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data_for_building_efficiency_study
data_for_building_efficiency_study PublicPublic dataset for "Estimating building energy efficiency from street view imagery, aerial imagery, and land surface temperature data"
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