A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling | Paper Citation Record

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Model selection techniques: An overview.IEEE Signal Processing Magazine, 35(6):16–34, 2018

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This paper cites A review on data-driven constitutive laws for solids.Archives of Computational Methods in Engineering, 32(3):1841–1883, 2025.

A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling A review on data-driven constitutive laws for solids.Archives of Computational Methods in Engineering, 32(3):1841–1883, 2025

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This paper cites Finite electro-elasticity with physics-augmented neural networks.Computer Methods in Applied Mechanics and Engineering, 400:115501, 2022.

A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Finite electro-elasticity with physics-augmented neural networks.Computer Methods in Applied Mechanics and Engineering, 400:115501, 2022

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal vari- ables.Computational Mechanics, 74(6):1279–1301, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Extreme sparsification of physics-augmented neural networks for interpretable model discovery in mechanics.Computer Methods in Applied Mechanics and Engineering, 426:116973, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Experimental learning of a hypere- lastic behavior with a physics-augmented neural network.Experimental Mechanics, 64(9):1465–1481, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Inverse design of anisotropic microstructures using physics-augmented neural networks.Journal of the Mechanics and Physics of Solids, page 106161, 2025

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This paper cites Polyconvex physics- augmented neural network constitutive models in principal stretches.International Journal of Solids and Struc- tures, page 113469, 2025.

A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Polyconvex physics- augmented neural network constitutive models in principal stretches.International Journal of Solids and Struc- tures, page 113469, 2025

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling A physics-augmented neural network framework for finite strain incompressible viscoelasticity

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Recovering mullins damage hyperelastic behaviour with physics augmented neural networks.Journal of the Mechanics and Physics of Solids, 193:105839, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling A new family of constitutive artificial neural networks towards automated model discovery.Computer Methods in Applied Mechanics and Engineering, 403:115731, 2023

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Theory and implementation of inelastic constitutive artificial neural networks.Computer Methods in Applied Mechanics and Engineering, 428:117063, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Accounting for plasticity: An extension of inelastic Constitutive Artificial Neural Networks

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This paper cites Polyconvex inelastic constitutive artificial neural networks.PAMM, 24(3):e202400032, 2024.

A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Polyconvex inelastic constitutive artificial neural networks.PAMM, 24(3):e202400032, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Hamiltonian neural networks.Advances in neural information processing systems, 32, 2019

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Lagrangian Neural Networks

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Symplectic Recurrent Neural Networks

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Thermodynamically consistent data-driven computa- tional mechanics.Continuum Mechanics and Thermodynamics, 31(1):239–253, 2019

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Efficiently parameterized neural metriplectic systems

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Thermodynamics with internal state variables.The journal of chemical physics, 47(2):597–613, 1967

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Cambridge university press, 1994

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Sur les matériaux standard généralisés.Journal de mécanique, 14(1):39–63, 1975

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Bracket formulation for irreversible classical fields.Physics Letters A, 100(8):423–427, 1984

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Dynamics and thermodynamics of complex fluids

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling A review on data-driven constitutive laws for solids.Archives of Computational Methods in Engineering, pages 1–43, 2024

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Reflections on the motive power of fire, and on machines fitted to develop that power.Paris: Bachelier, 108(1824):1824, 1824

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Ueber die bewegende kraft der wärme und die gesetze, welche sich daraus für die wärmelehre selbst ableiten lassen.Annalen der Physik, 155(3):368–397, 1850

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Xv.—on the dynamical theory of heat, with numerical results deduced from mr joule’s equivalent of a thermal unit, and m

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Xxii.—on the dynamical evidence of the molecular constitution of bodies.Journal of the Chemical Society, 28:493–508, 1875

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Graphical methods in the thermodynamics of fluids.Transactions of the Connecticut Academy of Arts and Sciences, 1:309–342, 1873

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A hierarchy of thermodynamics learning frameworks for inelastic constitutive modeling Quelques réflexions au sujet de la physique expérimentale

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