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Transformer-CNN hybrid network for improving PET time of flight prediction.

Feng(X),Muhashi(A),Onishi(Y),Ota(R),Liu(H) Phys Med Biol 2024-05-30

...CFD), CNN, CNN with attention, long short-term memory (LSTM) and Transformer, our network achieved an average CTR of 189...

In silico investigation of inhalation condition impacts on hygroscopic growth a…

Eshaghi(S),Khaleghi(H),Maddahian(R) Respir Physiol Neurobiol 2024-00-00

...CFD). A CT-based realistic model of human airways from the oral cavity to the 5th generation of the lung was utilized as...

Study on the Improvement of Droplet Penetration Effect by Nozzle Tilt Angle und…

Sun(D),Hu(J),Huang(X),Luo(W),Song(S),Xue(X) Sensors (Basel) 2024-04-24

...CFD) and regression analysis techniques in conjunction with field trials, the droplet penetration was analyzed. Results ...

Three-dimensional optimization of squealer-tip for a transonic axial-flow compr…

Heidarian Shahri(M),Habibzadeh(S),Madadi(A) Heliyon 2024-01-15

...CFD solutions with overwhelming run time. By coupling the genetic algorithm to the aforementioned neural networks and by...

Assessing radiocephalic wrist arteriovenous fistulas of obtuse anastomosis usin…

Lee(J),Kim(S),Kim(SM),Song(R),Kim(HK),Park(J… J Vasc Access 2016-11-02

...CFDs) approach to evaluate the shear stress distribution and minimize its effects under various conditions including cha...

Systematic CFD-based evaluation of physical factors influencing the spatiotempo…

Ahmadi(P),Dichgans(F),Jagau(L),Schmidt(C),Ai… Sci Total Environ 2024-03-20

Spatiotemporal distribution patterns of microplastic (MP) particles in lakes hinge on both the physical conditions in th...

An in silico analysis of unsteady flow structures in a microaxial blood pump un…

Chen(C),Zhang(M),Hao(P),He(F),Zhang(X) Comput Methods Programs Biomed 2024-01-00

...CFD) method with the hemolysis prediction model is performed. Furthermore, we used proper orthogonal decomposition (POD)...

Study of aerosol dispersion and control in dental practice.

He(J),Li(J),Chen(B),Yang(W),Yu(X),Zhang(F),L… Clin Oral Investig 2024-01-27

...CFD), and the flow field under adsorption conditions was simulated to demonstrate the aerodynamic characteristics and ca...

The Performance and Spatial Distribution of Membrane Fouling in a Sequencing Ba…

Yue(W),Chen(Y),Sui(Q),Zheng(L),Ritigala(T),W… Membranes (Basel) 2024-06-18

...CFD). The results prove that the membrane fouling mechanism can be attributed to the cake layer formation of the middle ...

A new approach for artificial pollination in walnut trees: AirPoll.

Akca(Y),Ozguven(MM),Altas(Z),Uygun(T) J Environ Manage 2024-09-00

...CFD) simulation analysis was performed using ANSYS Fluent 2024 R1 software to predict the downward air flow and pollen d...

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