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

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