Generalizing HMMs to Continuous Time for Fast Kinetics: Hidden Markov Jump Processes
Zeliha Kilic, Ioannis Sgouralis, Steve Pressé
Topics & Concepts
Hidden Markov modelJumpComputer scienceStatistical physicsMarkov modelMarkov chainKineticsMathematicsArtificial intelligenceMachine learningPhysicsQuantum mechanicsGaussian Processes and Bayesian InferenceProtein Structure and DynamicsMarkov Chains and Monte Carlo Methods