Projects

Updated 6 months ago

gval • Rank 10.3 • Science 54%

A high-level Python framework to evaluate the skill of geospatial datasets by comparing candidates to benchmark maps producing agreement maps and metrics.

climate earth-science environment evaluation-framework flood-inundation forecast-skill gdal geography geopandas geospatial hydrology land-surface landcover python research science spatial-analysis spatial-temporal statistics xarray

Updated 6 months ago

gval • Rank 2.8 • Science 44%

A Python framework to evaluate geospatial datasets by comparing candidate and benchmark maps to compute agreement maps and statistics.

earth-observation earth-science environment evaluation evaluation-framework geospatial geospatial-analysis python remote-sensing research science skill spatial-analysis spatial-temporal statistics

Updated 5 months ago

https://github.com/chenliu-1996/imageflownet • Science 23%

[ICASSP 2025 Oral] ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images

differential-equations disease-progression icassp icassp2025 image-forecasting image-prediction latent-space medical-image-analysis medical-imaging neural-ode pytorch spatial-temporal time-series-forecasting trajectory-prediction unet

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Open Source Science

gval • Rank 10.3 • Science 54%

gval • Rank 2.8 • Science 44%

https://github.com/chenliu-1996/imageflownet • Science 23%