rheo-sindy (Nonlinear Dynamics)
90
Structured Review
Nonlinear Dynamics
rheo-sindy
Rheo Sindy, supplied by Nonlinear Dynamics, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/rheo-sindy/rheo+sindy/10__1016_slash_j__cocis__2024__101873-354-6-21
Average 90 stars, based on 1 article reviews
Rheo Sindy, supplied by Nonlinear Dynamics, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/rheo-sindy/rheo+sindy/10__1016_slash_j__cocis__2024__101873-354-6-21
Average 90 stars, based on 1 article reviews
rheo-sindy - by Bioz Stars,
2026-10
90/100 stars
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other:Article Title: Data-driven techniques in rheology: Developments, Challenges and Perspective Article Snippet: With the rapid development and adoption of different datadriven techniques in rheology, this review aims to reflect on the advent and growth of these frameworks, survey the state-ofthe-art methods relevant to rheological applications, and explore potential future directions.. We classify different machine learning (ML) methodologies into data-centric and physics-informed frameworks.. Data-centric methods leverage conventional ML techniques to uncover relationships within specific datasets, demonstrating success in rheological properties prediction, material characterization, properties optimization, and accelerated numerical simulations. |