AI Newsletters

Introduction Material selection lies at the core of every engineering and architectural project. Whether it’s designing earthquake-resistant skyscrapers, developing lightweight materials for aerospace, or creating eco-friendly building components, understanding how materials behave under various conditions is critical. Traditionally, this process involves rigorous experimentation and simulation—a time-consuming and costly endeavor. Enter machine learning (ML): a transformative

Finite Element Analysis (FEA) has long been a cornerstone of structural, mechanical, and thermal simulations in engineering and architecture. Traditionally, FEA involves discretizing a complex structure into smaller “finite elements” and solving equations to understand how it will behave under loads, temperature changes, vibrations, and other physical phenomena. However, FEA has historically required significant computational

Earthquakes are among the most devastating natural disasters, capable of destroying entire urban environments within seconds. The resilience of buildings and infrastructure in seismic zones is critical not only to protect property but also to save lives. Traditionally, structural engineers have relied on historical data, code-based design practices, and advanced simulations to create earthquake-resistant buildings.

Fluid dynamics—the study of how liquids and gases move—is crucial across a wide range of industries, from aerospace and automotive to biomedical and environmental engineering. Traditionally, engineers and scientists have relied on Computational Fluid Dynamics (CFD) to simulate the behavior of fluids under various conditions. However, CFD simulations are often time-consuming, computationally intensive, and require

The fusion of smart materials and artificial intelligence (AI) is ushering in a transformative era in modern engineering. From buildings that respond to their environment to aircraft components that heal themselves, these intelligent systems are reshaping how engineers design, build, and maintain everything from infrastructure to consumer electronics. Smart materials—also known as intelligent or responsive