Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential ...

The PIML4PDE framework is designed to solve Partial Differential Equations (PDEs) using Physics-Informed Machine Learning (PIML). This framework is intended for educational purposes, demonstrating ...

Abstract: Many authors suggested methods to solve nonlinear equations. Each of these methods has its advantages and disadvantages. In this work, we chose some methods with low cost and high accuracy ...

Abstract: This study investigates the critical issue of groundwater pollution, with a specific focus on the escalating degradation of aquifers in India. Projections indicate that approximately 60% of ...

Discover how this powerful open-source SPICE simulator helps you analyse and validate analog, digital and mixed-signal ...