We have 27 ai_cdt_decisionmaking PhD Projects, Programmes & Scholarships

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ai_cdt_decisionmaking PhD Projects, Programmes & Scholarships

We have 27 ai_cdt_decisionmaking PhD Projects, Programmes & Scholarships

Neural-dynamical models for infectious diseases monitoring and prediction

Medical Research Council (Cambridge)

MRC Biostatistics Unit

AI_CDT_DecisionMaking. Details. Infectious diseases place huge pressure on health services and society. Governments and public health agencies increasingly rely on dynamical models to produce evidence for public health decision-making through. Read more

Supervisors: Dr KF Flouris, Dr D DeAngelis, Dr MA Alvarez

4 December 2026 PhD Research Project Competition Funded PhD Project (UK Students Only)

Learning and evaluating feature acquisition policies for clinical prediction

The University of Manchester

Division of Informatics, Imaging and Data Sciences

AI_CDT_DecisionMaking. Details. Healthcare tests carry financial, time and patient costs. Active feature acquisition (AFA) treats prediction as a sequential process, acquiring information only when its expected value justifies the cost. Read more

Supervisors: Dr M Sperrin, Dr JH Hartford

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Developing and validating multi-outcome transformer models for clinical prediction

The University of Manchester

Division of Informatics, Imaging and Data Sciences

AI_CDT_DecisionMaking. Details. Clinical prediction models help clinicians estimate risk and guide decisions about prevention, investigation and treatment. Read more

Supervisors: Dr DJ Jenkins, Prof GN Nenadic, Dr G P Martin, Dr M Jani

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Uncertainty-aware structure-to-specificity modelling for generalizing transcription factor binding predictions from sparse mutational data

The University of Manchester

Division of Evolution, Infection and Genomics

AI_CDT_DecisionMaking. Details. Precise control of transcription is essential for engineering biological systems. TetR-family repressors are widely used in genetic circuits, but developing variants with new DNA-binding specificity remains largely empirical, requiring extensive testing. Read more

Supervisors: Dr M Lagator, Prof M Rattray, Prof S Lovell

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Interpretable and Calibrated Uncertainty in Geometry Generative Models

The University of Manchester

Division of Informatics, Imaging and Data Sciences

AI_CDT_DecisionMaking. Details. Challenge. Conditional generative models can create virtual anatomical populations from imaging data, but their uncertainty remains poorly understood. Read more

Supervisors: Dr AZ Zakeri, Prof AF Frangi, Dr SM Coveney

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Physics-Informed State Estimation and Safe Adaptive Control of Thermal Management Systems

The University of Manchester

Faculty of Humanities

AI_CDT_DecisionMaking. Details. Thermal management systems are essential to the performance, efficiency and reliability of fuel cells, batteries, power electronics and industrial energy systems. Read more

Supervisors: Prof R Allmendinger, Dr M Sun

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Meta-Bayesian Optimisation for Cell Culture Media Development

The University of Manchester

Faculty of Humanities

AI_CDT_DecisionMaking. Details. Cell culture media are a major cost and performance factor in biologics, cell therapy and precision fermentation. Read more

Supervisors: Prof R Allmendinger, Dr T Chugh, Dr MA Alvarez

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Bayesian-Evolutionary Discovery of Functional Regimes in Adaptive Matter

The University of Manchester

Faculty of Humanities

AI_CDT_DecisionMaking. Details. Future intelligent materials may be engineered through interaction rules, physical structures and environmental couplings that produce desired emergent functions, including distributed sensing, coordinated transport, self-healing and adaptive reconfiguration. Read more

Supervisors: Prof R Allmendinger, Dr MA Alvarez

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Probabilistic AI for Trustworthy Decision-Making from Heterogeneous Socio-Ecological Evidence

The University of Manchester

Department of Computer Science

AI_CDT_DecisionMaking. How should AI support decisions based on incomplete, unreliable, partly unobservable or unfamiliar evidence?. Read more

Supervisors: Dr S Sampaio, Dr AK Krishnan

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Bayesian automatic decision-making loops in cancer research and treatment

The University of Manchester

Department of Computer Science

AI_CDT_DecisionMaking. Details. Recent breakthroughs in Bayesian automatic experimental design have made it possible to automate selection of next measurement action in scientific experimental design loops. Read more

Supervisor: Prof S Kaski

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

When should AI decide? Foundation models for complex scientific systems

The University of Manchester

Department of Physics and Astronomy

AI_CDT_DecisionMaking. Details. Future scientific facilities will produce more data than humans can inspect, requiring AI to identify important data and when expert intervention is needed. Read more

Supervisors: Dr JE Evans, Prof LW Whitehead

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Seeing the Forest from the Trees: AI and Variational Methods for Forest Biomass Monitoring

The University of Manchester

Department of Mathematics

AI_CDT_DecisionMaking. Details. Earth Observation (EO) is vital for monitoring biomass, forest health, wildfire risk, illegal logging, and the impacts of climate change. Read more

Supervisors: Dr F M Watson, Dr JL Latz

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Accelerating Chemical Process Development via Uncertainty-Aware Modelling and Experimental Design

The University of Manchester

Department of Mathematics

AI_CDT_DecisionMaking. Details. Chemical processes are essential to medicines, materials and clean energy but are complex and difficult to scale. Read more

Supervisors: Dr T Waite, Prof S Kaski

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Multimodal Virtual Patients for In-Silico Decision Making

The University of Manchester

Faculty of Humanities

AI_CDT_DecisionMaking. Details. In-silico trials rely on virtual patient populations that represent clinically meaningful variation. Read more

Supervisors: Dr XY Yang, Dr O Rivasplata, Prof AF Frangi

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

Machine Learning for Understanding and Predicting Stochastic Algorithm Performance in Combinatorial Optimisation

The University of Manchester

Faculty of Humanities

AI_CDT_DecisionMaking. Details. Combinatorial optimisation problems arise widely in logistics, transport and manufacturing. As many cannot be solved optimally within reasonable time, heuristics are used. Read more

Supervisors: Dr AK Kheiri, Dr NP Pavlidis

4 December 2026 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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