Apr 14, 2024 · Our experiments show that our approach accelerates flood modeling up to 50 times faster with 1/16 scale while MSE of 0.0179, which is 10.3% less ...
Sandwiched Lo-res Simulation for Scalable Flood Modeling · 1: Enhanced low-rank and sparse Tucker decomposition for image completion · 2: LIVE ITERATIVE ...
This study showed that the different precipitation products tested herein have satisfactory performance for the hydrological modeling of floods. These sources ...
Sandwiched Lo-res Simulation for Scalable Flood Modeling. Refaldi Intri Dwi Putra; Tatsuya Ishikawa; et al. 2024; ICASSP 2024. SAR2NDVI: Pre-training for SAR-to ...
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The proposed super-resolution (SR) simulation system, which performs LR simulations, can provide HR prediction results in much shorter operating cycles than ...
Oct 22, 2024 · This paper proposes and tests two modifications of this previous numerical scheme that considerably improves the numerical stability of the ...
Dec 13, 2023 · SAMVG: A MULTI-STAGE IMAGE VECTORIZATION MODEL WITH THE SEGMENT-ANYTHING MODEL. 3109, Sandwiched Lo-res Simulation for Scalable Flood Modeling.
Research Scientist, IBM Research - Cited by 919 - geospatial analytics - foundation models - big data - distributed computed - accelerated ...
Feb 8, 2024 · Here we demonstrate a new algorithm for post-processing low-resolution inundation layers by using high-resolution terrain models to disaggregate or downscale.
Oct 11, 2023 · Flood modeling is a powerful tool used to plan and prepare for various weather-related events. It allows users to predict and simulate where water might flow ...