| Machine learning generative models for automatic design of multi-material 3D printed composite solids T Xue, TJ Wallin, Y Menguc, S Adriaenssens, M Chiaramonte Extreme Mechanics Letters 41, 100992, 2020 | 90 | 2020 |
| Simulating curvilinear crack propagation in two dimensions with universal meshes R Rangarajan, MM Chiaramonte, MJ Hunsweck, Y Shen, AJ Lew International Journal for Numerical Methods in Engineering 102 (3-4), 632-670, 2015 | 70 | 2015 |
| A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation T Xue, A Beatson, M Chiaramonte, G Roeder, JT Ash, Y Menguc, ... Soft matter 16 (32), 7524-7534, 2020 | 53 | 2020 |
| Seismic analyses of conventional and improved marginal wharves MM Chiaramonte, P Arduino, DE Lehman, CW Roeder Earthquake Engineering & Structural Dynamics 42 (10), 1435-1450, 2013 | 53 | 2013 |
| Crom: Continuous reduced-order modeling of pdes using implicit neural representations PY Chen, J Xiang, DH Cho, Y Chang, GA Pershing, HT Maia, ... arXiv preprint arXiv:2206.02607, 2022 | 52 | 2022 |
| Solving differential equations using neural networks M Chiaramonte, M Kiener Machine Learning Project 1, 2013 | 50* | 2013 |
| Computing stress intensity factors for curvilinear cracks MM Chiaramonte, Y Shen, LM Keer, AJ Lew International Journal for Numerical Methods in Engineering 104 (4), 260-296, 2015 | 29 | 2015 |
| Mapped finite element methods: high‐order approximations of problems on domains with cracks and corners MM Chiaramonte, Y Shen, AJ Lew International Journal for Numerical Methods in Engineering 111 (9), 864-900, 2017 | 19 | 2017 |
| Neural stress fields for reduced-order elastoplasticity and fracture Z Zong, X Li, M Li, MM Chiaramonte, W Matusik, E Grinspun, K Carlberg, ... SIGGRAPH Asia 2023 Conference Papers, 1-11, 2023 | 18 | 2023 |
| Model reduction for the material point method via an implicit neural representation of the deformation map PY Chen, MM Chiaramonte, E Grinspun, K Carlberg Journal of Computational Physics 478, 111908, 2023 | 18 | 2023 |
| Contact-centric deformation learning C Romero, D Casas, MM Chiaramonte, MA Otaduy ACM Transactions on Graphics (TOG) 41 (4), 1-11, 2022 | 18 | 2022 |
| An analysis of conventional and improved marginal wharves MM Chiaramonte University of Washington, 2011 | 13 | 2011 |
| LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields Y Chang, PY Chen, Z Wang, MM Chiaramonte, K Carlberg, E Grinspun SIGGRAPH Asia 2023 Conference Papers, 1-12, 2023 | 8 | 2023 |
| Indentation and bifurcation of inflated membranes T Liu, M Chiaramonte, A Amini, Y Menguc, GM Homsy Proceedings of the Royal Society A 477 (2247), 20200930, 2021 | 7 | 2021 |
| Physical determinants and reduced models of the rapid cooling of urban surfaces during rainfall H Omidvar, E Bou‐Zeid, M Chiaramonte Journal of Advances in Modeling Earth Systems 11 (5), 1364-1380, 2019 | 7 | 2019 |
| Universal meshes for the simulation of brittle fracture and moving boundary problems MM Chiaramonte, ES Gawlik, H Kabaria, AJ Lew Innovative Numerical Approaches for Multi-Field and Multi-Scale Problems: In …, 2016 | 7 | 2016 |
| Pneumatic storm surge barriers subject to hydrodynamic loading A Niewiarowski, A Rock, S Adriaenssens, M Chiaramonte Proceedings of IASS Annual Symposia 2018 (24), 1-7, 2018 | 5 | 2018 |
| Numerical analyses of crack path instabilities in quenched plates MM Chiaramonte, BE Grossman-Ponemon, LM Keer, AJ Lew Extreme Mechanics Letters 40, 100878, 2020 | 3 | 2020 |
| Universal meshes for the simulation of brittle fracture and moving boundary problems MM Chiaramonte, ES Gawlik, H Kabaria, AJ Lew arXiv preprint arXiv:1510.05181, 2015 | 2 | 2015 |
| Learning Contact Deformations with General Collider Descriptors C Romero, D Casas, M Chiaramonte, MA Otaduy SIGGRAPH Asia 2023 Conference Papers, 1-10, 2023 | 1 | 2023 |
Yongxing Shen (沈泳星)University of Michigan - Shanghai Jiao Tong University Joint InstituteVerified email at sjtu.edu.cn