Learn how free IIT courses on SWAYAM are breaking barriers, offering quality education, and helping students and ...

In this section, we only focus on data-driven machine learning methods. The tutorial shows how these methods approximate the solution of a parial diffrential equation (PDE). In this section, we focus ...

Abstract: In this tutorial we briefly review the fundamentals of analog computing. Starting from the historical use of operational amplifiers to solve differential equations, we show how today the ...

The automatic differentiation (AD) in the vanilla physics-informed neural networks (PINNs) is the computational bottleneck for the high-efficiency analysis. The concept of derivative discretization in ...

Several fundamental results on the existence and behavior of solutions to semilinear functional differential equations are developed in a Banach space setting. The ideas are applied to ...

I replaced all my bash scripts with Python. Here’s what improved, what broke, and why the switch changed my workflow.

From Arduino, Python, to Thermodynamics and C and C++, we have combined some free courses from IIT Bombay, Kanpur, Guwahati, ...