Online Course on
Analysis and Artificial Intelligence Assisted Design Optimization of Composite Structures
A structured online programme from IISc covers analysis of composite structures and the use of AI for design optimization. It highlights data-driven methods to improve performance and efficiency in engineering applications.
Course at a Glance
Know the Course Instructor
Dr. G. Narayana Naik
Dr. G. Narayana Naik is a distinguished academic and researcher with a strong focus on aerospace engineering. He holds a PhD in Design and Development of Failure Mechanisms Based on Failure Theory from the Indian Institute of Science (IISc). His research interests include Aerostructures, Solid Mechanics, Structural Mechanics, FEM, Composites, Nanocomposites, Failure Mechanics, Damage Mechanics, and Optimization Techniques. Dr. Naik’s contributions to these fields have been recognized with a high H-index and citation scores, reflecting his significant impact on the scientific community.
Objectives of the Course
Composites are future materials with applications across engineering fields such as Aero, Civil, Mechanical, Automobile, and Marine.
Many FEM software packages are available for Analysis and Design Optimization.
Understanding the mechanical behavior of composite structures is essential before using FEM tools.
After completing the course, learners can use FEM software for better quality professional work and optimal use of time, computing, and human resources.
The course also introduces Artificial Intelligence and Machine Learning concepts for design optimization of composite structures.
Course Syllabus
Introduction: Basic Concepts and Terminology, different types of fibers and matrices, their properties and applications.
Micromechanics of Composites: Prediction of properties etc.
Macromechanics of Lamina: The theory of elasticity, Constitutive equations of a lamina, transformations, Numerical examples.
Failure theories for composite lamina, Numerical examples.
Mechanics of Laminated Composites: ABD matrices, etc. Hygrothermal Analysis, Numerical examples.
Bending Analysis of Beams: Theory, Numerical examples.
Analysis of Laminated composite plates: Classical and first order theories, Energy Method, numerical examples.
Buckling analysis of plates: Theory, Numerical examples.
Design of laminates using Carpet plots, AML plots, Design of laminates with Numerical examples.
Artificial Intelligence assisted Design Optimization of Composite Structures with Numerical examples and Comparison of Artificial Intelligence Methods.
Who Can Apply & Who Can Benefit?
Who Can Apply?
- B.E / B.Tech. in Mechanical, Aerospace, Civil, Automobile, Marine, Ocean Engineering or related fields
- AMIE / AMAeSI (Engineering) in relevant disciplines
- OR equivalent qualification
Who Can Benefit?
- Undergraduate and postgraduate engineering students
- Faculty and researchers in composite structures and design
- Industry professionals working in design, analysis, and simulation
- Engineers interested in FEM and AI-based design optimization
Course Fee
Class Schedule
Reference Books
Ready to Enroll?
Apply online at iisc.online · New batches every semester (Jan–May and Aug–Dec)