Sort by
Refine Your Search
-
Country
-
Employer
- Aalborg University
- SciLifeLab
- University of Oslo
- Abertay University
- Constructor Knowledge Labs gGmbH
- Ecoles Pratique des Hautes Etudes - PSL
- Inria, the French national research institute for the digital sciences
- International PhD Programme (IPP) Mainz
- NTNU - Norwegian University of Science and Technology
- Norwegian University of Life Sciences (NMBU)
- Queensland University of Technology
- University of Bristol
- University of Cambridge
- University of Warwick;
- 4 more »
- « less
-
Field
-
Location: Central Cambridge We are seeking applications for a PhD position in AI in proteomics as part of the Horizon Europe MSCA Doctoral Network, ProtAIomics. This brings together laboratories
-
networks of nodes and parameters. This practice-based PhD investigates how AI can assist at the level of tool production by drafting procedural networks that the experienced technical artist can inspect
-
noisy, partially mediated observations. These models will incorporate biologically informed structure, including protein-protein interaction networks derived from data-driven sources such as protein
-
reinforcement learning (RL), active learning, Bayesian decision theory, and stochastic optimisation for partially observed and evolving systems. Key research directions include: adaptive data acquisition
-
integration, especially in molecular medicine; mathematical modelling of cancer; probabilistic modelling and Bayesian inference, stochastic algorithms and simulation-based inference; causal inference and time
-
enjoys a wide network of strong international collaborators all around the world, for example at the University of Oxford, the University of Melbourne, and the University of California, Los Angeles. We
-
mathematical background Core skills: Probability and statistics. Estimation, Bayesian inference, uncertainty quantification and calibration (proper scoring rules, reliability diagrams, ECE), experiment design
-
data and data integration, especially in molecular medicine; mathematical modelling of cancer; probabilistic modelling and Bayesian inference, stochastic algorithms and simulation-based inference; causal
-
Fiji, where a local co-supervision and collaboration framework will be established with Fijian scientific and institutional partners. The PhD will also benefit from the broader European SEASTRONG network
-
Inria, the French national research institute for the digital sciences | Saclay, le de France | France | 2 months ago
modeled using an evolution of this algorithm, which replaces the SVRs with a multilayer neural network [Ribes et al., 2024]. In 2025, it was used in an inverse-computation context using Bayesian inversion