Exploration of parallelism for probabilistic graphical models 

New approaches using probabilistic graphical models in health economics and outcomes research 

Scalable exact inference in probabilistic graphical models on multi-core platforms 

A probabilistic model predicting retinal ganglion cell responses to natural stimuli 

Probabilistic maps: computation and applications for multi-agent problems 

Probabilistic methods and randomized algorithms 

Probabilistic data-driven predictive models for energy applications 

Inverse modeling and uncertainty quantification of nonlinear flow in porous media models 

Efficient inverse analysis with dynamic and stochastic reductions for large-scale models of multi-component systems 

A novel hybrid probabilistic framework for model validation 

Modeling social and cognitive aspects of user behavior in social media 

Integration and validation of deterministic earthquake simulations in probabilistic seismic hazard analysis 

Context-adaptive expandable-compact POMDPs for engineering complex systems 

Assessing induced seismicity rate increase based on deterministic and probabilistic modeling 

A model for emergency logistical resource requirements: supporting socially vulnerable populations affected by the (M) 7.8 San Andreas earthquake scenario in Los Angeles County, California 

Human and machine probabilistic estimation for decision analysis 

Parameter estimation to infer injector-producer relationships in oil fields: from hybrid constrained nonlinear optimization to inference in probabilistic graphical model 

Advancing probabilistic seismic hazard analysis through short-term time-dependent forecasts and deterministic simulations 

Probabilistic modeling and data integration to examine RNA-protein interactions 

Deterministic and probabilistic tsunami studies in California from near and farfield sources 

Modeling burn probability: a Maxent approach to estimating California's wildfire potential 

Using volunteered geographic information to model blue whale foraging habitat, Southern California Bight 

Probabilistic framework for mining knowledge from georeferenced social annotation 

Accurate and efficient uncertainty quantification of subsurface fluid flow via the probabilistic collocation method 

Subsurface model calibration for complex facies models