Upcoming Model Competitions in College Fests, Events in April 2026.

Major Course Contents:
• Tunnel FET as Biosensor
• Novel Nanomaterials and Their Applications
• Advanced Nanoscale MOS Devices
• Deep Learning Models for Edge Biomedical AI
• Edge-AI Optimization & Hardware Mapping
• VLSI Architectures and Accelerators for AI Workloads
• Hardware–Software Co-Design and Deployment on Edge Platforms
• Case Studies and Applications

Introduction to Digital Twin Technology
Applications of Digital Twins in Process Control
AI & Machine Learning in Digital Twin Systems
Predictive Maintenance using Digital Twins
Sustainable Industrial Systems
Digital Twin for Smart Manufacturing
Energy Optimization and Sustainability
Testing and Validation of Digital Twin Models
Automotive and Industrial Applications
Digital Twin-based Research Project Development

One-day Online workshop on Data Chaos to Trusted and Secure Intelligent Systems: Building High-Quality Data, Reliable Models and Defensive Strategies

• Automotive system overview and introduction to MBD. • MATLAB, Simulink, State flow, Embedded Coder, and NXP MBDT basics. • Simulation hierarchy: MiL, SiL, PiL. • Toolchain setup and I/O configuration for S32K144. • Hands-on Modelling and implementation of the Side Stand Indicator/ adaptive headlight subsystem. • Code generation, deployment, and verification on hardware. • Overview of future directions: SDV, EV control, and functional safety.

• Automotive system overview and introduction
to MBD.
• MATLAB, Simulink, State flow, Embedded
Coder, and NXP MBDT basics.
• Simulation hierarchy: MiL, SiL, PiL.
• Toolchain setup and I/O configuration for
S32K144.
• Hands-on Modelling and implementation of the
Side Stand Indicator/ adaptive headlight
subsystem.
• Code generation, deployment, and verification
on hardware.
• Overview of future directions: SDV, EV
control, and functional safety