Maurizio M. Chiaramonte

Physics and Astronomy · Physical Sciences

10h-index365citations32works0.12yr avg
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Research Topics

Model Reduction and Neural Networks(11), Numerical methods in engineering(8), Advanced Numerical Methods in Computational Mathematics(5), Fatigue and fracture mechanics(4), Computer Graphics and Visualization Techniques(4)

Publications32 total

Low-Rank Koopman Deformables with Log-Linear Time Integration
arXiv (Cornell University)·2026Open Access
Low-Rank Koopman Deformables with Log-Linear Time Integration
arXiv (Cornell University)·2026Open Access
A Nonconforming Formulation of Cloth
2025· 1 cited
Force-Dual Modes: Subspace Design from Stochastic Forces
ACM Transactions on Graphics·2025Open Access
Shape Space Spectra
ACM Transactions on Graphics·2025
Force-Dual Modes: Subspace Design from Stochastic Forces
arXiv (Cornell University)·2025Open Access
Shape Space Spectra
arXiv (Cornell University)·2024Open Access
Learning Contact Deformations with General Collider Descriptors
2023· 2 cited
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
2023· 11 cited
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture
2023· 11 citedOpen Access
LiCROM: Linear-Subspace Continuous Reduced Order Modeling with Neural Fields
arXiv (Cornell University)·2023· 1 citedOpen Access
Model reduction for the material point method via an implicit neural representation of the deformation map
Journal of Computational Physics·2023· 10 cited
HYFAR: A Textile Soft Actuator for Haptic Clothing Interfaces
2022
Contact-centric deformation learning
ACM Transactions on Graphics·2022· 16 citedOpen Access
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations
arXiv (Cornell University)·2022· 11 citedOpen Access
Model reduction for the material point method via an implicit neural representation of the deformation map
arXiv (Cornell University)·2021· 1 citedOpen Access
Model reduction for the material point method via learning the deformation map and its spatial-temporal gradients.
arXiv (Cornell University)·2021Open Access
Indentation and bifurcation of inflated membranes
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences·2021· 6 citedOpen Access
Model Reduction for the Material Point Method on Nonlinear Manifolds Using Deep Learning.
National Conference on Artificial Intelligence·2021
Machine learning generative models for automatic design of multi-material 3D printed composite solids
Extreme Mechanics Letters·2020· 98 cited
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Frequent Co-authors

Eitan Grinspun(12), Peter Yichen Chen(10), Kevin Carlberg(8), Adrián J. Lew(7), Yongxing Shen(5), Chang Yue(5), Yiğit Mengüç(4), Otman Benchekroun(4), L. M. Keer(3), Tianju Xue(2), Sigrid Adriaenssens(2), Cristian Romero(2), Dan Casas(2), Miguel Á. Otaduy(2), Chang Yue(2), Peter Yichen Chen(2), Eitan Grinspun(2), Thomas J. Wallin(1), Ramsharan Rangarajan(1), Michael J. Hunsweck(1)