Mapping cell development with mathematics-informed machine learning

The development of humans and other animals unfolds gradually over time, with cells taking on specific roles and functions ...
IEEE

Probabilistic Reachability Analysis of Stochastic Control Systems

Abstract: We address the reachability problem for continuous-time stochastic dynamic systems. Our objective is to present a unified framework that characterizes the reachable set of a dynamic system ...
sciencex

Neural networks have learnt to predict the behavior of stochastic systems more precisely

Scientists suggested approaches of "strong" and "weak" prediction in order to prognose the behavior of stochastic, that means random systems, with the help of neural networks. Authors defined when it ...
Scientific Research Publishing

Oksendal, B. (2003) Stochastic Differential Equations: An Introduction with Applications. 6th Edition, Springer.

ABSTRACT: This paper investigates the relative controllability problem of semilinear stochastic integro-differential systems with a variable delay in control. Under suitable conditions, it is shown ...
Scientific Research Publishing

Controllability of Non-Linear Stochastic Systems with Bilinear Mode and Delays in Control ()

1 Department of Mathematics, Muthayammal College of Arts and Science, Namakkal, Tamilnadu, India. 2 University of Applied Sciences, Institut d’Enseignement Supérieur de Ruhengeri (INES-Ruhengeri), ...