An optimal sensor placement design framework for structural health monitoring using Bayes risk Y Yang, M Chadha, Z Hu, MD Todd Mechanical Systems and Signal Processing 168, 108618, 2022 | 31 | 2022 |
A probabilistic optimal sensor design approach for structural health monitoring using risk-weighted f-divergence Y Yang, M Chadha, Z Hu, MA Vega, MD Parno, MD Todd Mechanical Systems and Signal Processing 161, 107920, 2021 | 26 | 2021 |
The modeling of risk perception in the use of structural health monitoring information for optimal maintenance decisions M Chadha, MK Ramancha, MA Vega, JP Conte, MD Todd Reliability Engineering & System Safety 229, 108845, 2023 | 23 | 2023 |
An alternative quantification of the value of information in structural health monitoring M Chadha, Z Hu, MD Todd Structural Health Monitoring 21 (1), 138-164, 2022 | 22 | 2022 |
A generalized approach for reconstructing the three-dimensional shape of slender structures including the effects of curvature, shear, torsion, and elongation M Chadha, MD Todd Journal of Applied Mechanics 84 (4), 041003, 2017 | 20 | 2017 |
A physics-constrained Bayesian neural network for battery remaining useful life prediction DA Najera-Flores, Z Hu, M Chadha, MD Todd Applied Mathematical Modelling 122, 42-59, 2023 | 17 | 2023 |
A comprehensive kinematic model of single-manifold cosserat beam structures with application to a finite strain measurement model for strain gauges M Chadha, MD Todd International Journal of Solids and Structures 159, 58-76, 2019 | 16 | 2019 |
Diagnosis, prognosis, and maintenance decision making for civil infrastructure: Bayesian data analytics and machine learning MA Vega, Z Hu, Y Yang, M Chadha, MD Todd Structural health monitoring based on data science techniques, 45-73, 2022 | 13 | 2022 |
An introductory treatise on reduced balance laws of Cosserat beams M Chadha, MD Todd International Journal of Solids and Structures 126, 54-73, 2017 | 13 | 2017 |
An optimal sensor design framework accounting for sensor reliability over the structural life cycle Y Yang, M Chadha, Z Hu, MD Todd Mechanical Systems and Signal Processing 202, 110673, 2023 | 8 | 2023 |
The mathematical theory of a higher-order geometrically-exact beam with a deforming cross-section M Chadha, MD Todd International Journal of Solids and Structures 202, 854-880, 2020 | 7 | 2020 |
An improved shape reconstruction methodology for long rod like structures using cosserat kinematics-including the poisson’s effect M Chadha, MD Todd Nonlinear Dynamics, Volume 1: Proceedings of the 36th IMAC, A Conference and …, 2019 | 6 | 2019 |
On the material and material-adapted approaches to curve framing with applications in path estimation, shape reconstruction, and computer graphics M Chadha, MD Todd Computers & Structures 218, 60-81, 2019 | 5 | 2019 |
A displacement reconstruction strategy for long, slender structures from limited strain measurements and its application to underground pipeline monitoring M Chadha, MD Todd Experimental Vibration Analysis for Civil Structures: Testing, Sensing …, 2018 | 5 | 2018 |
On the derivatives of curvature of framed space curve and their time-updating scheme M Chadha, MD Todd Applied Mathematics Letters 99, 105989, 2020 | 4 | 2020 |
Machine learning-enabled calibration of river routing model parameters Y Zhao, M Chadha, N Olsen, E Yeates, J Turner, G Gugaratshan, G Qian, ... Journal of Hydroinformatics 25 (5), 1799-1821, 2023 | 3 | 2023 |
Evolutionary sensor network design for structural health monitoring of structures with time-evolving damage M CHADHA, Y YANG, Z HU, MD TODD STRUCTURAL HEALTH MONITORING 2023, 2023 | 2 | 2023 |
On metrics for information value quantification S Thöns, M Chadha, Z Hu, MD Todd STRUCTURAL HEALTH MONITORING 2023, 2023 | 2 | 2023 |
Physics-enhanced machine learning models for streamflow discharge forecasting Y Zhao, M Chadha, D Barthlow, E Yeates, CJ Mcknight, ... Journal of Hydroinformatics 26 (10), 2506-2537, 2024 | 1 | 2024 |
Poisson bracket formulation of a higher-order, geometrically-exact beam M Chadha, MD Todd Applied Mathematics Letters 113, 106842, 2021 | 1 | 2021 |