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CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials
Research article (Journal of Engineering Mechanics, 2023) · cited 11× · AI/ML
CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials
Summary
CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials is a scholarly article[1].
Key Facts
CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials. Retrieved May 24, 2026, from https://4ort.xyz/entity/cnn-based-surrogate-for-the-phase-field-damage-model-generalization-across-microstructure-parameters-for-composite-mater
MLA“CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/cnn-based-surrogate-for-the-phase-field-damage-model-generalization-across-microstructure-parameters-for-composite-mater.
BibTeX@misc{4ortxyz_cnn-based-surrogate-for-the-phase-field-damage-model-generalization-across-microstructure-parameters-for-composite-mater_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials}}, year = {2026}, url = {https://4ort.xyz/entity/cnn-based-surrogate-for-the-phase-field-damage-model-generalization-across-microstructure-parameters-for-composite-mater}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): CNN-Based Surrogate for the Phase Field Damage Model: Generalization across Microstructure Parameters for Composite Materials — https://4ort.xyz/entity/cnn-based-surrogate-for-the-phase-field-damage-model-generalization-across-microstructure-parameters-for-composite-mater (retrieved 2026-05-24)
