Sort by
Refine Your Search
-
Listed
-
Category
-
Country
-
Program
-
Field
-
of treatments for a specific disease or condition can vary across individuals, so that in settings where multiple treatment options are available, different individuals may require different treatments to obtain
-
(NSSD). In this role, you will conduct fundamental research into the integration of Bayesian methodologies with system dynamics modeling, advancing statistical methods and the open-source scientific
-
Bayesian inference, likelihood-free inference, uncertainty quantification, identifiability analysis, or scientific machine learning. Strong programming skills (Python, Julia, Matlab, C++, or similar). Strong
-
communities across different lake habitats; (ii) evaluate the consequences of biofilm compositional changes for the production and trophic transfer of health-promoting biomolecules (i.e., essential
-
or a closely related discipline. Knowledge of genetics and genomics and a passion for applying quantitative approaches to biological and medical research questions. Strong expertise in (Bayesian
-
-for-time field survey approach to (i) assess the effects of lake oligotrophication and changing winter conditions on benthic biofilm communities across different lake habitats; (ii) evaluate
-
. Documented research experience in modern deep learning (e.g. generative models, Bayesian deep learning or large pre-trained models) and excellent programming skills in Python and a modern deep learning
-
. Understanding what variation persists, how populations evolve, and why responses differ among populations is important both for explaining diversity in nature and for predicting the evolutionary consequences
-
incorporate methods that integrate: - Mendelian randomization and genetic instruments - Bayesian hierarchical models and Gaussian graphical models - Multi-layer data integration across tissues and omics
-
to test competing hypotheses for how neuroblastoma evolves, such as collateral phylogenetic branching versus convergent evolution. Each hypothesis can be simulated under different mechanistic assumptions