Formal Verification, Electronic Design Automation and analog mixed signals
Ensuring Reinforcement Learning Agent's Safety during Online Learning
Renewable Power Inregration, Application of Machine Learning to Power system
Design and Integration of Deep Learning Algorithms to emphasise Safety and Trust
PhD
Building reasoned deep learning algorithms for safety-critical applications
PhD
Design Automation for Functional and Fault Coverage in Mixed-Signal Integrated Circuits
PhD
Management and Verification of Power and Thermal Contracts in Integrated Circuits (Submitted).
PhD
Hierarchical Planning and Control in Model-based Design of Systems and Circuits.
PhD
Revisiting Fault-Analysis of Block Ciphers: Attacks, Defenses and Evaluation Frameworks.
PhD
Algorithms for Formal Feature Analysis and Inference Learning for Hybrid Systems.
PhD
A Formal Approach towards Pattern Guided Scheduling in Embedded Control Systems.
PhD
Multi-rate Strategies for Power and Bandwidth Optimization in Embedded Control.
PhD
Assertion Based Analysis of Mixed Signal Systems.
PhD
Automated Planning Based Methods for Early Verification of Reactive Control Systems.
PhD
Formal Methods for Architectural Power Intent Verification and Functional Reliability Analysis.
PhD
Search Techniques for finding Alternative Solutions for AND/OR Graphs and Bi-objective Optimization Problems.
PhD
Formal Methods for Aiding Verification of Local Design Changes in Digital Integrated Circuits.
PhD
Formal and Semi-Formal Methods for Application Specific Usage Control and Security.
PhD
Assertions – from a mixed-signal perspective.
PhD
Formal Analysis of Security Policy Implementations in Enterprise Networks.
PhD
Formal Methods for Early Time-Budgeting in Component-based Embedded Control Systems.
PhD
A symbolic event propagation approach for solving timing problems of digital circuits.
PhD
Formal and semi-formal verification methods with constrained random test benches.
PhD
SAT Based Solutions for Timing and Power Estimation in Gate Level Circuits.
PhD
Formal Methods for accelerating formal, semi-formal and dynamic property verification through novel specification styles.
PhD
Formal Analysis of Property Specifications: Consistency, Coverage and Synthesis.
PhD
Design Intent Verification by Formal Property Coverage.
PhD
Model checking techniques for Reasoning about Events and Extremal Properties in Timed Systems.