Modeling the Burning of Polymer Matrix: Training Collocation Physics-Informed Neural Network

von Ghaderi, Aref
Veröffentlicht in ASME International Mechanical Engineering Congress and Exposition (2022 : Columbus, Ohio) Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022) ; Volume 9: Mechanics of solids, structures, and fluids - micro- and nano-systems engineering and packaging - safety engineering, risk, and reliability analysis - research posters (2022)

A Physics-Based Data-Driven Approach for Modeling of Environmental Degradation in Elastomers

von Ghaderi, Aref
Veröffentlicht in ASME International Mechanical Engineering Congress and Exposition (2022 : Columbus, Ohio) Proceedings of ASME 2022 International Mechanical Engineering Congress and Exposition (IMECE2022) ; Volume 9: Mechanics of solids, structures, and fluids - micro- and nano-systems engineering and packaging - safety engineering, risk, and reliability analysis - research posters (2022)

IMECE2020-24211 Data-Driven Constitutive Modeling of the Progressive Softening in Elastomeric Gels With Interpenetrating Networks

von Morovati, Vahid
Veröffentlicht in ASME International Mechanical Engineering Congress and Exposition (2020 : Online) Proceedings of the ASME International Mechanical Engineering Congress and Exposition - 2020 ; Volume 12: Mechanic of solids, structures, and fluids (2020)

IMECE2020-24227 A Physics-Informed Neural Network Constitutive Model for Cross-Linked Polymers

von Ghaderi, Aref
Veröffentlicht in ASME International Mechanical Engineering Congress and Exposition (2020 : Online) Proceedings of the ASME International Mechanical Engineering Congress and Exposition - 2020 ; Volume 12: Mechanic of solids, structures, and fluids (2020)

IMECE2020-24200 Uncertainty Quantification in Predicting Behaviour of Rubber-Like Materials in Uni- Axial Loading

von Ghaderi, Aref
Veröffentlicht in ASME International Mechanical Engineering Congress and Exposition (2020 : Online) Proceedings of the ASME International Mechanical Engineering Congress and Exposition - 2020 ; Volume 12: Mechanic of solids, structures, and fluids (2020)