Internal Research Fellow (PostDoc) in Computational Bio-Inspired Modelling

Tasks

• Abstract biological mechanisms into reusable design primitives
• Develop and validate computational bio inspired models
• Implement interpretable simulation and inference toolchains
• Interface with experimental and literature data to calibrate and validate models
• Perform parameter estimation sensitivity analysis and uncertainty quantification
• Propose and conduct original research on biological systems
• Publish results in peer-reviewed journals and conferences
• Share tools and data through open source repositories

Perks/Benefits

• N/A

Skills/Tech-stack

Computational modeling | Data Analysis | Differentiable physics | Evolutionary optimization | Isaac | Mujoco | Neuro Inspired Systems | Optimization | Parameter estimation | Probabilistic Modeling | Sensitivity Analysis | Simulation pipelines | Soft robotics | Uncertainty Quantification