Results 231 to 240 of about 52,732 (296)

Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials

Advanced Science, EarlyView.
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan, Hengheng Zhao, Haotian Wang, Zhanjie Liu, Qian Li, Weifeng Zhang, Qingsong Zhao, Liqun Zhang, Jun Liu   +8 more
wiley   +1 more source

Acoustic standing wave driven bubble dynamics in Oldroyd-B fluids using a semi analytical approach. [PDF]

Sci Rep
Alirahimi S, Mohammadi Alashti H, Jafari A.   +2 more
europepmc   +1 more source

Vacuum–Laser Fabrication of Programmable Soft Actuators

Advanced Science, EarlyView.
A rapid and accessible fabrication strategy for inflatable soft actuators is presented, combining vacuum sealing with laser cutting of low‐cost thermoplastic pouches. The method enables precise sealing, fast fabrication, and programmable multi‐cell geometries.
Ashkan Rezanejad, Mostafa Mousa, Yuxuan Wang, Michael Adlerstein, Junke Yao, Antonio E. Forte   +5 more
wiley   +1 more source

Optimal transitions between nonequilibrium steady states. [PDF]

Proc Natl Acad Sci U S A
Monter S, Loos SAM, Bechinger C.
europepmc   +1 more source

Elasticity promotes directional transport of <i>Pseudomonas aeruginosa</i> in native human airway mucus and complex fluids.

Soft Matter
Dickson R, He ZJ, Cai LH.
europepmc   +1 more source

Nonlinear propagation of ultrasounds in bubbly viscoelastic media: A study on the influence of the medium properties on the nonlinear parameter. [PDF]

Ultrason Sonochem
Carreras-Casanova EV, Tejedor-Sastre MT, Vanhille C.   +2 more
europepmc   +1 more source

Polyacrylamide-Based Polymers for Slickwater Fracturing Fluids: A Review of Molecular Design, Drag Reduction Mechanisms, and Gelation Methods. [PDF]

Gels
Cai W, Yu W, Ding F, Liu K, Xin W, Zhao Z, Xiong C.   +6 more
europepmc   +1 more source

Rheology and Molecular Mechanisms of Fracturing Fluids: A Comparison of Three Thickener Types-A Case Study. [PDF]

Gels
Xu K, Long J, Liang X, Weng D, Zhu P, Yi Y, Chen Y, Zheng C.   +7 more
europepmc   +1 more source