Neural networks

1. S. Mishra and T. DebRoy, Tailoring Gas Tungsten Arc Weld Geometry using a Genetic Algorithm and a Neural Network Trained with Convective Heat Flow Calculations, Materials Science and Engineering, A, 2007 (April), vol. 454-455, pp. 477-486 (pdf).

2. S. Mishra and T. DebRoy, A Genetic Algorithm and Gradient Descent based Neural Network with the Predictive Power of a Heat and Fluid Flow Model for Welding, Welding Journal, 2006, vol. 85(11), pp.231s-242s (pdf).

3. A. Kumar and T. DebRoy, A Neural Network Model of Heat and Fluid Flow in Gas Metal Arc Fillet Welding based on Genetic Algorithm and Conjugate Gradient Optimization, Science and Technology of Welding and Joining, 2006, vol.11(1), pp. 106-119 (pdf).