6 citations · 14 across the 12 of their papers we have counts for
4 papers · 1 filter
Data-Free PINNs for Compressible Flows: Mitigating Spectral Bias and Gradient Pathologies via Mach-Guided Scaling and Hybrid Convolutions
Ryosuke Yano
This paper presents a fully data-free Physics-Informed Neural Network (PINN) capable of solving compressible inviscid flows (ranging from supersonic to hypersonic, up to Ma=15, whe…
Dissipation process of binary mixture gas in thermally relativistic flow
Ryosuke Yano
In this paper, we discuss dissipation process of the binary mixture gas in the thermally relativistic flow \textcolor{red}{by focusing on the characteristics of the diffusion flux}…
From conduction to convection of thermally relativistic fluids between two parallel walls under gravitational force
Ryosuke Yano
We discuss the thermal conduction and convection of thermally relativistic fluids between two parallel walls under the gravitational force, both theoretically and numerically. In t…
Thermal fluctuations of granular gas under HCS using two-point kinetic theory
Ryosuke Yano, Kojiro Suzuki
Thermal fluctuations of the granular gas under the homogeneous cooling state (HCS) are estimated using two-point kinetic theory by Tsuge-Sagara. Thermal fluctuations of the elastic…