:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	McCulloch, Jeremy A., Pierre, Skyler R. St., Linka, Kevin, Kuhl, Ellen
Format:	Preprint
Published:	2023
Subjects:	Machine Learning 65, 74 I.6; J.2
Online Access:	https://arxiv.org/abs/2310.06872
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On sparse regression, Lp‐regularization, and automated model discovery
by: Jeremy A. McCulloch, et al.
Published: (2024)

Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling
by: Holthusen, Hagen, et al.
Published: (2024)

A generalized dual potential for inelastic Constitutive Artificial Neural Networks: A JAX implementation at finite strains
by: Holthusen, Hagen, et al.
Published: (2025)

A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains
by: Holthusen, Hagen, et al.
Published: (2025)

Theory and implementation of inelastic Constitutive Artificial Neural Networks
by: Holthusen, Hagen, et al.
Published: (2023)

A Convex Route to Thermomechanics: Learning Internal Energy and Dissipation
by: Holthusen, Hagen, et al.
Published: (2026)

Best-in-class modeling: A novel strategy to discover constitutive models for soft matter systems
by: Linka, Kevin, et al.
Published: (2024)

Towards understanding structure-function relationships in random fiber networks
by: Prachaseree, Peerasait, et al.
Published: (2025)

A well-posed variational approach to the identification and convergent approximation of material laws from boundary data
by: Conti, Sergio, et al.
Published: (2025)

Towards Robust Surrogate Models: Benchmarking Machine Learning Approaches to Expediting Phase Field Simulations of Brittle Fracture
by: Hamdi, Erfan, et al.
Published: (2025)

Hierarchy of bounds in free orthotropic material optimization: From convex relaxations to Hashin-Shtrikman via sequential global programming
by: Tyburec, Marek, et al.
Published: (2026)

Dissipation Dilution-Driven Topology Optimization for Maximizing the $Q$ Factor of Nanomechanical Resonators
by: Algra, Hendrik J., et al.
Published: (2024)

Simulation Method of Microscale Fluid-Structure Interactions: Diffuse-Resistance-Domain Approach
by: Gao, Min, et al.
Published: (2024)

Modeling the Effects of Slip, Twinning, and Notch on the Deformation of Single-Crystal Austenitic Manganese Steel
by: Virupakshi, Saketh, et al.
Published: (2025)

Stable Long-Horizon Neural ODE Reduced-Order Models via Learned Feedback for Biological Growth and Remodeling
by: Laudo, Joel, et al.
Published: (2026)

Data-driven linear solver selection and performance tuning for multiphysics simulations in porous media
by: Zabegaev, Yury, et al.
Published: (2025)

Partial-differential-algebraic equations of nonlinear dynamics by Physics-Informed Neural-Network: (I) Operator splitting and framework assessment
by: Vu-Quoc, Loc, et al.
Published: (2024)

Navigating simplicity and complexity of social-ecological systems through a dialog between dynamical systems and agent-based models
by: Radosavljevic, Sonja, et al.
Published: (2024)

On the Appropriateness of Linear Stress Recovery in Biomechanical Analysis of Abdominal Aortic Aneurysm
by: Catlin, Alastair, et al.
Published: (2025)

Learning Memory and Material Dependent Constitutive Laws
by: Bhattacharya, Kaushik, et al.
Published: (2025)

A Physics-Informed Variational Inference Framework for Identifying Attributions of Extreme Stress Events in Low-Grain Polycrystals
by: Zhang, Yinling, et al.
Published: (2025)

Implicit Time-Marching for Lagrange Multiplier Formulation for Couple Stress Elastodynamics
by: Ortiz-Ocampo, José, et al.
Published: (2025)

Review of multi-fidelity models
by: Fernández-Godino, M. Giselle
Published: (2016)

Modeling supply chain compliance response strategies based on AI synthetic data with structural path regression: A Simulation Study of EU 2027 Mandatory Labor Regulations
by: Meng, Wei
Published: (2025)

Advanced creep modelling for polymers: A variable-order fractional calculus approach
by: Ribeiro, José Geraldo Telles, et al.
Published: (2025)

Explainable Wastewater Digital Twins: Adaptive Context-Conditioned Structured Simulators with Self-Falsifying Decision Support
by: Simethy, Gary, et al.
Published: (2026)

Forests of Uncertaint(r)ees: Using tree-based ensembles to estimate probability distributions of future conflict
by: Mittermaier, Daniel, et al.
Published: (2025)

How Does Environmental Information Disclosure Affect Corporate Environmental Performance? Evidence from Chinese A-Share Listed Companies
by: Lin, Zehao
Published: (2025)

Design for Sensing and Digitalisation (DSD): A Modern Approach to Engineering Design
by: Wilke, Daniel N.
Published: (2025)

An epsilon-regularity result for Griffith almost-minimizers in the plane
by: Friedrich, Manuel, et al.
Published: (2023)

The 2023/24 VIEWS Prediction Challenge: Predicting the Number of Fatalities in Armed Conflict, with Uncertainty
by: Hegre, Håvard, et al.
Published: (2024)

Computational modeling of microstructure
by: Luskin, Mitchell
Published: (2003)

Crystal Nucleation in Eutectic Al-Si Alloys by Machine-Learned Molecular Dynamics
by: Bizot, Quentin, et al.
Published: (2025)

Fast Reconstruction of Exact Maxwell Dynamics from Sparse Data
by: DeGenaro, Dan, et al.
Published: (2026)

PiGRAND: Physics-informed Graph Neural Diffusion for Intelligent Additive Manufacturing
by: Uhrich, Benjamin, et al.
Published: (2026)

Micromagnetic Simulation and Optimization of Spin-Wave Transducers
by: Bruckner, Florian, et al.
Published: (2025)

On the hierarchy of plate models for a singularly perturbed multi-well nonlinear elastic energy
by: Tolotti, Edoardo Giovanni
Published: (2025)

In Silico Evaluation of Cardiac Tissue-Engineered Patch Interventions
by: Sayut, Jr., John Patrick, et al.
Published: (2025)

Spatially Resolved Meteorological and Ancillary Data in Central Europe for Rainfall Streamflow Modeling
by: Vischer, Marc Aurel, et al.
Published: (2025)

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics
by: Steinacker, Marie, et al.
Published: (2025)