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IEEE Transactions on Signal Processing, ISSN 1053-587X, 01/2017, Volume 65, Issue 1, pp. 146 - 161
We study the problem of minimizing a sum of convex objective functions, where the components of the objective are available at different nodes of a network and... 
distributed optimization | Multi-agent network | Artificial neural networks | Taylor series | Linear programming | Newton's method | Nickel | Newton method | Optimization | Convergence | ALGORITHM | CONSENSUS | CONVERGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Research | Neural networks | Convex programming
Journal Article
Digital Signal Processing, ISSN 1051-2004, 02/2018, Volume 73, pp. 1 - 15
This paper provides an entry point to the problem of interpreting a deep neural network model and explaining its predictions. It is based on a tutorial given... 
Deep neural networks | Sensitivity analysis | Taylor decomposition | Layer-wise relevance propagation | Activation maximization | CLASSIFICATION | PREDICTION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Computers and Fluids, ISSN 0045-7930, 12/2017, Volume 159, pp. 156 - 166
•A new method for the numerical solution of ODEs is presented.•Approach is based on an approximate formulation of Taylor methods.•Functions, and not... 
Taylor methods | Faà di Bruno’s formula | ODE integrators | Faà di Bruno's formula | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | MECHANICS | Faa di Bruno's formula | SCHEMES | Derivatives (Financial instruments) | Methods
Journal Article
International Journal for Numerical Methods in Fluids, ISSN 0271-2091, 05/2019, Volume 90, Issue 3, pp. 156 - 169
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 03/2019, Volume 381, pp. 162 - 188
In this paper, a novel mapping approach through the use of adaptive mapping functions is introduced for high order weighted essentially non-oscillatory (WENO)... 
Finite volume | Mapped WENO | Adaptive mapping | High order | Hyperbolic problems | EFFICIENT IMPLEMENTATION | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | ESSENTIALLY NONOSCILLATORY SCHEMES | PHYSICS, MATHEMATICAL | Analysis | Methods | Aerospace engineering | Taylor series | Mapping | Euler-Lagrange equation | Smoothness
Journal Article
International Journal for Numerical Methods in Engineering, ISSN 0029-5981, 05/2015, Volume 102, Issue 8, pp. 1488 - 1506
Journal Article