Gradient methods 2 Gradient's methods Additives 1 Convergence rates 1 Effective thermal conductivity 1 Global conver-gence 1 Gradient-descent 1 Gyroids 1 Heat conduction 1 Heat sinks 1 Homogenization 1 Mapping 1 Multilayer neural networks 1 Nesterov accelerated gradient method 1 Nesterov's accelerated gradient method 1 Network layers 1 Neural networks 1 Neural tangent kernel 1 Neural-networks 1 Non-asymptotic 1 Non-asymptotic global convergence 1 Number theory 1 Optimization techniques 1 Over-parameterization 1 Overparameterization 1 Parameterization 1 Performance 1 Shape optimization 1 Stochastic systems 1 Surface-based 1