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Timothy J. Rogers

  1. A spectrum of physics-informed Gaussian processes for regression in engineering
    2023/09/19 by Elizabeth J. Cross, Timothy J. Rogers, Cross, Elizabeth J +7 · 3 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
  2. Baseline Results for Selected Nonlinear System Identification Benchmarks
    2024/05/17 by Max D. Champneys, Gerben I. Beintema, Champneys, Max D. +7 · 2 citations
    Engineering · Computer Science · #Control Systems and Identification #Sensor Technology and Measurement Systems
  3. A Bayesian methodology for localising acoustic emission sources in\n complex structures
    2020/12/20 by Matthew R. Jones, Timothy J. Rogers, Jones, Matthew R. +5 · 1 citation
    Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Geophysical Methods and Applications #Machine Learning (cs.LG) #Sound (cs.SD) #Structural Health Monitoring Techniques #Ultrasonics and Acoustic Wave Propagation #electronic engineering #information engineering