From theory to safety: New model predicts how combustion scenarios unfold

Researchers from Skoltech have published a paper in the journal Physica D: Nonlinear Phenomena presenting an analysis of steady propagating combustion waves—from slow flames to supersonic detonation ...
Tech Xplore

Study finds 'dosed' nonlinearity can beat linear and fully nonlinear AI

Umbrella or sun cap? Buy or sell stocks? When it comes to questions like these, many people today rely on AI-supported recommendations. Chatbots such as ChatGPT, AI-driven weather forecasts, and ...
IEEE

A Family of Derivative-Free Conjugate Gradient Methods for Constrained Nonlinear Equations and Image Restoration

Abstract: In this paper, a derivative-free conjugate gradient method for solving nonlinear equations with convex constraints is proposed. The proposed method can be viewed as an extension of the three ...
IEEE

Discrete-Time Zeroing Neural Network for Time-Dependent Constrained Nonlinear Equation With Application to Dual-Arm Robot System

Abstract: Constrained nonlinear equations (CNEs) are involved in numerous practical applications, and many solutions to CNEs have been reported. In particular, a special neural network called zeroing ...