遇见数据集

Training data for neural network-based determination of nematic elastic constants

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NIAID Data Ecosystem2026-05-01 收录
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资源简介:

Neural network training data packets (each consisting of 1000 training pairs) used for machine learning-based method for determination of Frank elastic constants of nematic liquid crystals (intensities_{i}.csv, K1K3_{i}.csv), experimental measurements of time-dependent light intensities (experimental_time_{i}.csv, experimental_intensity_{i}.csv), diode spectrum data (diode_lbd.csv, diode_w.csv).

本数据集包含三类数据:用于向列相液晶(nematic liquid crystals)弗兰克弹性常数(Frank elastic constants)测定的机器学习方法的神经网络训练数据包,每组包含1000个训练样本对,对应数据文件为intensities_{i}.csv、K1K3_{i}.csv;随时间变化的光强实验测量数据,对应文件为experimental_time_{i}.csv、experimental_intensity_{i}.csv;以及二极管光谱数据,对应文件为diode_lbd.csv、diode_w.csv。

创建时间:
2023-04-13
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