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mechanics/molecular mechanics (QM/MM) calculations are used to examine chemical reactions occurred in enzymes. Furthermore, we develop novel simulation algorithms and new models for biomolecules to overcome
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how these factors influence performance, safety, and lifetime predictions. Your research will involve constructing probabilistic and statistical models—such as Bayesian inference, stochastic simulation
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energy states.In this project, we aim to incorporate spectral line radiation into particle-in-cell (PIC) simulations of the solar corona. PIC simulations model plasma behaviour on kinetic scales by
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of Bioengineering & Therapeutic Sciences / School of Pharmacy) is dedicated to advancing drug development and regulatory science through state-of-the-art quantitative modeling, simulation, and artificial intelligence
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of aggregation and representation models for neuromorphic event data. - Integration of the proposed codec into selected use cases, such as high-frame-rate video reconstruction or machine vision tasks
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machine learning frameworks (TensorFlow, PyTorch, Scikit-learn) Familiarity with multi-domain simulation tools (e.g., Matlab, Simulink, Octave) and modeling techniques Experience with AI, ML methods of time
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, underwater gliders, micro-AUVs, and ship-based sampling), remote sensing products, and high-resolution numerical models. The work will improve understanding of coastal ecosystem variability, support better
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to carry out high-performance numerical simulations using our in-house CFD code, extract physical insights from simplified flow models, and characterise synchronisation thresholds and the robustness
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. To this end, we will employ advanced molecular, cellular, and systems biology methods and tools, as well as various research models—from standard cell lines to primary lines and several mouse models
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activities, including AI model development, simulation-based studies, and multi-disciplinary collaboration across radiology, engineering, and other clinical disciplines. The Assistant Professor may be required