Ghosh, Sanmitra
- Fast Approximate Bayesian Computation for Estimating Parameters in Differential Equations
2015/07/17 by Sanmitra Ghosh, Ghosh, Sanmitra, Srinandan Dasmahapatra +3 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Target Tracking and Data Fusion in Sensor Networks
- Autocorrelated measurement processes and inference for ordinary differential equation models of biological systems
2022/10/04 by Lambert, Ben, Lei, Chon Lok, Robinson, Martin +5 · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)
- Gaussian process emulation for discontinuous response surfaces with applications for cardiac electrophysiology models
2018/05/25 by Sanmitra Ghosh, Ghosh, Sanmitra, David J. Gavaghan +3 · 1 citation
Engineering · Medicine · #60G15 #Cardiac electrophysiology and arrhythmias #Computation (stat.CO) #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems