Deep reinforcement learning for engineering design through topology optimization of elementally discretized design domains NK Brown, AP Garland, GM Fadel, G Li Materials & Design 218, 110672, 2022 | 44 | 2022 |
Deep reinforcement learning for the rapid on-demand design of mechanical metamaterials with targeted nonlinear deformation responses NK Brown, AP Garland, GM Fadel, G Li Engineering Applications of Artificial Intelligence 126, 106998, 2023 | 24 | 2023 |
Deep reinforcement learning for the design of mechanical metamaterials with tunable deformation and hysteretic characteristics NK Brown, A Deshpande, A Garland, SA Pradeep, G Fadel, S Pilla, G Li Materials & Design 235, 112428, 2023 | 11 | 2023 |
Optimized design of interlocking metasurfaces NK Brown, B Young, B Clark, O Bolmin, BL Boyce, PJ Noell Materials & Design 233, 112272, 2023 | 8 | 2023 |
Design of a single layer metamaterial for pressure offloading of transtibial amputees N Brown, MK Owen, A Garland, JD DesJardins, GM Fadel Journal of Biomechanical Engineering 143 (5), 051001, 2021 | 8 | 2021 |
Metamaterial design for targeted limb-socket interface pressure offloading in transtibial amputees N Brown, MK Owen, JD DesJardins, A Garland, GM Fadel International Design Engineering Technical Conferences and Computers and …, 2020 | 6 | 2020 |
Toughness from Imagery: Extracting More from Failure Analysis using Deep Convolutional Neural Networks N Bianco, K Fitzgerald, D Cillessen, N Brown, J Carroll, A Garland, ... Journal of Failure Analysis and Prevention, 1-21, 2024 | 1 | 2024 |
Design optimization of a multi-material, fiber-reinforced composite-intensive body-in-white of a mid-size SUV AM Deshpande, R Sadiwala, N Brown, PY Lavertu, SA Pradeep, ... CAMX 2023 Conference Proceedings, 2023 | 1 | 2023 |
Design and Development of a Multi-material, Cost-competitive, Lightweight Mid-size Sports Utility Vehicle’s Body-in-White AM Deshpande, RR Sadiwala, N Brown, SA Pradeep, LM Headings, ... CAMX 2022, 2022 | 1 | 2022 |
Design of a Single Layer Metamaterial for Pressure Offloading in Transtibial Amputees N Brown Clemson University, 2020 | 1 | 2020 |
Interlocking metasurfaces PJ Noell, B Boyce, OME Bolmin, NS Leathe, NK Brown, B Young, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2023 | | 2023 |
Deep Reinforcement Learning for the Design of Mechanical Metamaterials with Customizable Nonlinear Deformation Responses NK Brown, A Garland, G Fadel, G Li Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2023 | | 2023 |
Deep Reinforcement Learning for the Design of Structural Topologies N Brown Clemson University, 2023 | | 2023 |
Stochastic Room Temperature Creep of 316l Stainless Steel S Inman, KW Garber, AE Robertson, N Brown, R Dingreville, BL Boyce Available at SSRN 5149427, 0 | | |