youwillfindinfinity/Spatio-temporal-Neural-Surrogates-for-Agent-Based-Burn-Wound-Models: v1.0.0 — Data release
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资源简介:
First public release of the code accompanying the paper: Spatio-temporal Neural Surrogates for Agent-Based Burn Wound Models Roland V. Bumbuc*, Julia Kowalczuk*, Rezo Getsadze, Ioannis Papapanagiotou, H. Ibrahim Korkmaz, Vivek M. Sheraton Computers in Biology and Medicine (submitted) This release includes: Training scripts for all five surrogate architectures (DeepONet, PI-DeepONet, U-Net, STA-LSTM, PINN) Preprocessing pipelines for 100h and 200h VTK simulation data Pre-computed result JSONs for all reported model/cytokine/grid/seed combinations Sensitivity analysis scripts (clipping variants, lookback window sweep) Figure reproduction scripts HPC sync utilities for Snellius
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Zenodo创建时间:
2026-05-31



