| Determination of surface properties and elastic constants of FCC metals: a comparison among different EAM potentials in thin film and bulk scale HN Pishkenari, FS Yousefi, A Taghibakhshi Materials Research Express 6 (1), 015020, 2018 | 29 | 2018 |
| Optimization-based algebraic multigrid coarsening using reinforcement learning A Taghibakhshi, S MacLachlan, L Olson, M West Advances in neural information processing systems 34, 12129-12140, 2021 | 25 | 2021 |
| Three-dimensional modeling of avascular tumor growth in both static and dynamic culture platforms A Taghibakhshi, M Barisam, MS Saidi, N Kashaninejad, NT Nguyen Micromachines 10 (9), 580, 2019 | 20 | 2019 |
| Learning interface conditions in domain decomposition solvers A Taghibakhshi, N Nytko, TU Zaman, S MacLachlan, L Olson, M West Advances in Neural Information Processing Systems 35, 7222-7235, 2022 | 8 | 2022 |
| Study and simulation of nanoparticle translocation through cell membrane H Nejat Pishkenari, MR Barzegar, A Taghibakhshi Iranian Journal of Science and Technology, Transactions of Mechanical …, 2021 | 8 | 2021 |
| Local navigation and docking of an autonomous robot mower using reinforcement learning and computer vision A Taghibakhshi, N Ogden, M West 2021 13th International Conference on Computer and Automation Engineering …, 2021 | 6 | 2021 |
| Mg-gnn: Multigrid graph neural networks for learning multilevel domain decomposition methods A Taghibakhshi, N Nytko, TU Zaman, S MacLachlan, L Olson, M West International Conference on Machine Learning, 33381-33395, 2023 | 4 | 2023 |
| Optimized sparse matrix operations for reverse mode automatic differentiation N Nytko, A Taghibakhshi, TU Zaman, S MacLachlan, LN Olson, M West arXiv preprint arXiv:2212.05159, 2022 | 4 | 2022 |
| Generalizing reduction‐based algebraic multigrid T Zaman, N Nytko, A Taghibakhshi, S MacLachlan, L Olson, M West Numerical Linear Algebra with Applications, e2543, 2022 | 2 | 2022 |
| Hierarchical graph neural network with cross-attention for cross-device user matching A Taghibakhshi, M Ma, A Aithal, O Yilmaz, H Maron, M West International Conference on Big Data Analytics and Knowledge Discovery, 303-315, 2023 | 1 | 2023 |
| Advancing domain decomposition methods and entity resolution with graph neural networks A Taghibakhshi University of Illinois at Urbana-Champaign, 2023 | | 2023 |
| Generalizing Lloyd's algorithm for graph clustering T Zaman, N Nytko, A Taghibakhshi, S MacLachlan, L Olson, M West arXiv preprint arXiv:2303.01667, 2023 | | 2023 |
| Study of microstructural growth under cyclic martensite phase transition in shape memory alloys; A molecular dynamics approach SA Moravej, A Taghibakhshi, H Nejat Pishkenari, J Arghavani Journal of Intelligent Material Systems and Structures 33 (4), 604-616, 2022 | | 2022 |
Matthew WestProfessor of Mechanical Science and EngineeringVerified email at illinois.edu
