# Articles by Ini Adinya

## Algorithms for Stochastic Analysis Using SageMath

summary: This talk explores algorithms for computations in stochastic analysis and their increasing relevance in modern mathematics. We present algorithms to explicitly solve Stochastic Differential Equations via Itô's Lemma, and derive solutions of certain partial differential equations using Feynman–Kac formula. Hence, emphasizing the need for developing SageMath packages ...

## Current trends in Optimal Stopping Problems and Machine Learning

summary: Stochastic optimal stopping problems have a wide range of applications, from finance and economics to neuroscience,
robotics, and energy management. Many real-world applications involve complex models that have driven the development of
sophisticated numerical methods.

Recently, computational methods based on machine learning methods have been developed for solving such ...