Topic: computational research

Develop multimodal foundation-model methods for gene regulation using modern deep learning, Bayesian inference and causal modelling. Work at the interface of computational research and large-scale biological data.

Tenure-stream appointment beginning July 1, 2027, focused on statistical mechanics applied to chemical systems. Develop theoretical and computational research on molecular structure, dynamics and collective behaviour, potentially including nonequilibrium phenomena, soft matter and biomolecular systems. Responsibilities include an independent externally funded research programme, teaching and service. A relevant PhD and evidence of research and teaching excellence are required. Salary: CAD 130,000–170,000 annually. Apply online with a cover letter, CV, research statement, teaching dossier, equi

Hans Ekkehard Plesser discusses reproducibility in computational research through a decade of work with the Potjans-Diesmann cortical network model.

Anthony Burkitt, Nada Yousif and Esra Neufeld discuss how computational research can inform neurotechnology for clinical use.