Published March 13, 2026 | Version v1
Model Open

Small-Sample Machine Learning-Based Prediction of Ignition Delay Times for NH3-H2 Blends

Authors/Creators

Contributors

Contact person:

Description

Code and dataset for the paper "Small-Sample Machine Learning-Based Prediction of Ignition Delay Times for NH3-H2 Blends". This repository includes the implementation of the TabPFN and MLR models, data preprocessing, and SHAP analysis.

Files

RCM_origin67.csv

Files (40.3 kB)

Name Size Download all
md5:2e12fe28e4ab93e48063249f519ddffc
4.2 kB Download
md5:59cdf5b8a84e16702c54873145176d69
4.2 kB Download
md5:cf8d2f140c86b62ec76e087a5c3eaa7c
2.7 kB Download
md5:dcc528b1946cb2e7085234eab2ae6c4a
2.4 kB Download
md5:b28cda72ad9c87b9f103484ee3647b2c
2.4 kB Preview Download
md5:88cbf7ef9e82d2bba527472b843c247e
2.7 kB Download
md5:39ea8dc80a1f619507679abe1d3ed788
2.5 kB Download
md5:76a11a6ce08b54d5346ccaed2a73baad
2.0 kB Download
md5:9a02bd3222b69f76c6c26bf25c31fdf4
9.7 kB Preview Download
md5:581997dbf82cfd2ca2e6d04dc0da3082
3.0 kB Download
md5:2d54e66a7e234b870e7d8f249eb14e41
4.6 kB Download