Picture for Timothy J. Rogers

Timothy J. Rogers

Cost-informed dimensionality reduction for structural digital twin technologies

Add code
Sep 17, 2024
Viaarxiv icon

Active learning for regression in engineering populations: A risk-informed approach

Add code
Sep 06, 2024
Figure 1 for Active learning for regression in engineering populations: A risk-informed approach
Figure 2 for Active learning for regression in engineering populations: A risk-informed approach
Figure 3 for Active learning for regression in engineering populations: A risk-informed approach
Figure 4 for Active learning for regression in engineering populations: A risk-informed approach
Viaarxiv icon

A new perspective on Bayesian Operational Modal Analysis

Add code
Aug 16, 2024
Viaarxiv icon

BINDy -- Bayesian identification of nonlinear dynamics with reversible-jump Markov-chain Monte-Carlo

Add code
Aug 15, 2024
Viaarxiv icon

Multiple-input, multiple-output modal testing of a Hawk T1A aircraft: A new full-scale dataset for structural health monitoring

Add code
Jun 07, 2024
Viaarxiv icon

Baseline Results for Selected Nonlinear System Identification Benchmarks

Add code
May 17, 2024
Viaarxiv icon

Probabilistic-Numeric SMC Sampling for Bayesian Nonlinear System Identification in Continuous Time

Add code
Apr 19, 2024
Viaarxiv icon

Sharing Information Between Machine Tools to Improve Surface Finish Forecasting

Add code
Oct 09, 2023
Viaarxiv icon

A Robust Probabilistic Approach to Stochastic Subspace Identification

Add code
May 26, 2023
Viaarxiv icon

PAO: A general particle swarm algorithm with exact dynamics and closed-form transition densities

Add code
Apr 28, 2023
Viaarxiv icon