Cheatsheets

Introduction to Computational Geometry Computational Geometry is the branch of computer science devoted to the study of algorithms for solving geometric problems. It develops efficient methods for representing, manipulating, and analyzing spatial data, forming the mathematical foundation for fields like computer graphics, robotics, geographic information systems (GIS), computer-aided design (CAD), and motion planning. Computational geometry […]

Introduction to Computational Fluid Dynamics (CFD) Computational Fluid Dynamics is a branch of fluid mechanics that uses numerical methods and algorithms to solve and analyze problems involving fluid flows. CFD enables engineers and scientists to perform “virtual experiments” within a computational environment to predict fluid behavior, heat transfer, mass transfer, chemical reactions, and related phenomena.

Introduction: What is Computational Epidemiology? Computational epidemiology is the application of computational and mathematical methods to study the distribution and determinants of health-related states in populations. It combines epidemiology, mathematics, statistics, and computer science to model, analyze, and predict disease spread and public health interventions. This interdisciplinary field enables researchers to simulate disease outbreaks, evaluate

Introduction: Understanding Computational Engineering Computational Engineering is the discipline that applies numerical analysis, computer science, and mathematical modeling to solve complex engineering problems. It bridges theoretical engineering principles with practical applications through simulation, modeling, and optimization. As physical testing becomes increasingly expensive and time-consuming, computational methods offer cost-effective alternatives for product development, process optimization, and

Introduction to Computational Diplomacy Computational diplomacy combines data science, computational methods, and international relations to analyze, model, and predict diplomatic outcomes. It leverages advanced algorithms, natural language processing, network analysis, and game theory to gain insights into international affairs. This emerging field helps policymakers understand complex geopolitical dynamics, simulate negotiation scenarios, and inform strategic decision-making

Introduction to Computational Design Computational design is an approach that leverages algorithms, mathematical principles, and computational power to generate, optimize, and analyze design solutions. Unlike traditional design processes that rely primarily on manual creation and intuition, computational design employs rule-based systems and data-driven methods to explore design possibilities, often revealing innovative solutions that might otherwise

Introduction to Computational Creativity Computational Creativity is the interdisciplinary field that explores the potential of computers to be autonomously creative or to enhance human creativity. It bridges computer science, cognitive science, artificial intelligence, and creative disciplines like art, music, literature, and design. This field investigates how computational systems can generate novel, valuable, and surprising outputs

Introduction to Computational Complexity Theory Computational Complexity Theory is a branch of theoretical computer science that classifies computational problems based on their inherent difficulty and resource requirements. It provides a mathematical framework for understanding the fundamental limits of computation, regardless of the specific algorithm or hardware used. Why Computational Complexity Theory Matters: Establishes fundamental limits

Introduction: What is Computational Chemistry? Computational chemistry uses computer simulations to solve chemical problems by applying theoretical chemistry principles through efficient computer programs. It enables scientists to study chemical phenomena by calculating structures and properties of molecules and solids without performing laboratory experiments, significantly accelerating research in drug discovery, materials science, and catalysis. Computational methods

Introduction: The Convergence of Biology and Computing Computational biology represents the intersection of biology, computer science, and mathematics, using computational approaches to understand and model biological systems. This rapidly evolving field harnesses the power of algorithms and computational tools to analyze biological data, from DNA sequences to protein structures, enabling discoveries that would be impossible