@article{article, title = {{Prediction of bead geometry using a two-stage SVM–ANN algorithm for automated tungsten inert gas (TIG) welds}}, publisher = {{MDPI AG}}, url = {{https://eprints.whiterose.ac.uk/id/eprint/160161 }}, year = {{2019}}, month = {{5}}, author = {{Kshirsagar R and Jones S and Lawrence J and Tabor J}}, doi = {{10.3390/jmmp3020039}}, volume = {{3}}, journal = {{Journal of Manufacturing and Materials Processing}}, issue = {{2}}, note = {{Accessed on 2025/04/29}}}