| Discrete structural design synthesis: a hierarchical-inspired deep reinforcement learning approach considering topological and parametric actions ME Ororbia, GP Warn Journal of Mechanical Design 146 (9), 2024 | | 2024 |
| Physics-Informed Parallel Neural Networks with self-adaptive loss weighting for the identification of continuous structural systems R Zhang, GP Warn, A Radlińska Computer Methods in Applied Mechanics and Engineering 427, 117042, 2024 | | 2024 |
| Life cycle assessment of green–grey coastal flood protection infrastructure: a case study from New Orleans R Hasan, L McPhillips, G Warn, M Bilec Environmental Research: Infrastructure and Sustainability 4 (2), 025001, 2024 | | 2024 |
| Assessment of Transverse Deck Cracking in Bridges during Staged Construction R Zhang, GP Warn, A Radlińska Journal of Performance of Constructed Facilities 38 (2), 04024003, 2024 | | 2024 |
| Dual state-parameter estimation of continuous structural systems with physics-informed parallel neural networks R Zhang, GP Warn, A Radlińska Journal of Sound and Vibration 571, 118138, 2024 | 2 | 2024 |
| A sequential decision framework to support tradespace exploration of multihazard resilient and sustainable designs ME Ororbia, JPS Chhabra, GP Warn Resilient and Sustainable Buildings, 121-175, 2023 | | 2023 |
| Design synthesis of structural systems as a Markov decision process solved with deep reinforcement learning ME Ororbia, GP Warn Journal of Mechanical Design 145 (6), 061701, 2023 | 8 | 2023 |
| Construction Wind Loading for Steel Girders–Resiliency and Reliability E Eshra, G Warn, K Papakonstantinou | | 2023 |
| Optimal Design and Life-Long Adaptation of Civil Infrastructure under Climate Change and Uncertain Demands A Bhattacharya, GP Warn, KG Papakonstantinou, MM Bilec, L McPhillips, ... ASCE Inspire 2023, 70-79, 2023 | 1 | 2023 |
| Topology optimization of structural frames based on a nonlinear Timoshenko beam finite element considering full interaction N Changizi, M Amir, GP Warn, KG Papakonstantinou International Journal for Numerical Methods in Engineering 123 (19), 4562-4585, 2022 | 1 | 2022 |
| State-space formulation for structural analysis with coupled degradation-plasticity and geometric nonlinearity M Amir, KG Papakonstantinou, GP Warn Journal of Structural Engineering 148 (4), 04022016, 2022 | 14 | 2022 |
| Design synthesis through a Markov decision process and reinforcement learning framework ME Ororbia, GP Warn Journal of Computing and Information Science in Engineering 22 (2), 021002, 2022 | 27 | 2022 |
| Scaled spherical simplex filter and state-space damage-plasticity finite-element model for computationally efficient system identification M Amir, KG Papakonstantinou, GP Warn Journal of Engineering Mechanics 148 (2), 04021138, 2022 | 6 | 2022 |
| A Scaled Spherical Simplex Filter (S3F) with a decreased n+ 2 sigma points set size and equivalent 2n+ 1 Unscented Kalman Filter (UKF) accuracy KG Papakonstantinou, M Amir, GP Warn Mechanical Systems and Signal Processing 163, 107433, 2022 | 22 | 2022 |
| Topology optimization employing a condensation method for nonlinear structural frames with supplemental mass N Changizi, GP Warn International Journal for Numerical Methods in Engineering 122 (11), 2829-2857, 2021 | 1 | 2021 |
| Topology optimization of structural frames considering material nonlinearity and time-varying excitation N Changizi, GP Warn Structural and Multidisciplinary Optimization 63 (4), 1789-1811, 2021 | 8 | 2021 |
| Stochastic stress-based topology optimization of structural frames based upon the second deviatoric stress invariant N Changizi, GP Warn Engineering Structures 224, 111186, 2020 | 10 | 2020 |
| Three-dimensional base isolation using vertical negative stiffness devices GP Cimellaro, M Domaneschi, G Warn Journal of Earthquake Engineering 24 (12), 2004-2032, 2020 | 74 | 2020 |
| Topology optimization of structural systems based on a nonlinear beam finite element model N Changizi, GP Warn Structural and Multidisciplinary Optimization 62 (5), 2669-2689, 2020 | 12 | 2020 |
| Hysteretic beam finite-element model including multiaxial yield/capacity surface evolution with degradations M Amir, KG Papakonstantinou, GP Warn Journal of Engineering Mechanics 146 (9), 04020105, 2020 | 12 | 2020 |
Andrew WhittakerSUNY Distinguished Professor; University at BuffaloVerified email at buffalo.edu