Data-driven constitutive model of complex fluids using recurrent neural networks

Author:

Jin Howon,Yoon Sangwoong,Park Frank C.,Ahn Kyung Hyun

Funder

BK21+

National Research Foundation of Korea

Publisher

Springer Science and Business Media LLC

Subject

Condensed Matter Physics,General Materials Science

Reference38 articles.

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2. Barnes HA (1994) Rheology of emulsions–a review. Colloids Surf, A 91:89–95

3. Bird RB, Curtiss CF, Armstrong RC et al (1987) Dynamics of polymeric liquids, volume 2: kinetic theory. Wiley

4. Chen RTQ, Rubanova Y, Bettencourt J et al (2018) Neural ordinary differential equations. In: Bengio S, Wallach H, Larochelle H et al (eds) Advances in Neural Information Processing Systems, vol 31. Curran Associates Inc

5. Cho K, Van Merriënboer B, Bahdanau D et al (2014) On the properties of neural machine translation: encoder-decoder approaches. Preprint at http://arxiv.org/abs/1409.1259

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1. Data-driven methods in Rheology;Rheologica Acta;2023-10

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