For now, it is sufficient to note that the troposphere-tropopause transition corresponds to some sort of “phase change”. In Paper 1, we refer to the air in the troposphere as being in the “light phase”, and the air in the tropopause/stratosphere regions being in the “heavy phase”...
and sextupole solitons we consider.We make comparisons between the predicted and actual soliton solutions to see whether deep learning is capable of seeking the solution to the partial differential equation described before.We may assess whether physicsinformed neural network is capable of effectively ...
This paper presents a physics-informed neural network (PINN) approach for monitoring the health of diesel engines. The aim is to evaluate the engine dynamics, identify unknown parameters in a “mean value” model, and anticipate maintenance requirements. The PINN model is applied to diesel engines...
Bit-String Physics Prediction of η, the Dark Matter/Baryon Ratio and ΩM, Contributed paper presented at DM2000; reprinted as Ch. 16 in [23]. A shortened version appears in [22 Bit-String Physics Prediction of η, the Dark Matter/Baryon Ratio and ΩM, Contributed paper presented at ...
Accurate state-of-health (SOH) estimation is critical for reliable and safe operation of lithium-ion batteries. However, reliable and stable battery SOH estimation remains challenging due to diverse battery types and operating conditions. In this paper,
This paper addresses a change in the concept of machine tool thermal error prediction which has been hitherto carried out by directly mapping them with the... R Ramesh,MA Mannan,AN Poo - 《International Journal of Advanced Manufacturing Technology》 被引量: 71发表: 2002年 Process Improvement: ...
RECENT theoretical investigations1 of high-energy nucleon–nucleon scattering have involved the use of non-central forces in the description of the interactions between nucleons and consequently have predicted neutron and proton pol... JM Dickson,DC Salter - 《Nature》 被引量: 9发表: 1954年 ...
We also study constraints on the heavy Higgs particles predicted in the Minimal Supersymmetric Standard Model, which are very difficult to observe directly for large masses. Similarly, it is possible to constrain the mass of the heavy scalar top particle. 展开 ...
The dashed yellow line depicts the predicted early-time stretch power of 1 for a dipolar spin system in three dimensions (Table 1). Together, these data demonstrate the two- and three-dimensional nature of samples S1 and S2, respectively. The lower right insets show the same data on a ...
Motivated by this, in this paper, we propose a model of swarmalators that encompasses both pairwise and higher-order interactions, notably three-body interactions among the swarmalators. These interactions are intricately woven into a simplicial complex framework at the microscopic level. Our propose...