James Hensman
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Advanced Multi-Objective Optimization Algorithms, Ultrasonics and Acoustic Wave Propagation, Structural Health Monitoring Techniques, Control Systems and Identification
Most-Cited Works
- → Gaussian Processes for Big Data(2013)453 cited
- → Scalable Variational Gaussian Process Classification(2014)346 cited
- → GPflow: A Gaussian process library using TensorFlow(2016)305 cited
- → Natural computing for mechanical systems research: A tutorial overview(2010)277 cited
- → The Circadian Clock in Murine Chondrocytes Regulates Genes Controlling Key Aspects of Cartilage Homeostasis(2013)151 cited
- → Locating acoustic emission sources in complex structures using Gaussian processes(2009)150 cited
- → On Sparse Variational Methods and the Kullback-Leibler Divergence between Stochastic Processes(2016)105 cited
- → Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters(2013)104 cited
- → A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: An overview(2017)103 cited
- → Parameter estimation and model selection for a class of hysteretic systems using Bayesian inference(2012)101 cited