There are many chemical molecules whose names are Cannabigerol (CBG), cannabidol (CBD), cannabichromene (CBC), tetrahydrocannabivarin (THCV), cannabigerovarinic acid (CBGV) and cannabidiolic acid (CBDA) derived from Marijuana. Theoretical methods were used to compare the chemical and biological activities of the six major molecules. Molecules were compared with their chemical activities using m...

Let ε > 0 and consider ε2u′′(t; ε) + u′(t; ε) = Au(t; ε) + ∫ t 0 K(t− s)Au(s; ε)ds+ f(t; ε), t ≥ 0, u(0; ε) = u0(ε), u ′(0; ε) = u1(ε), and w′(t) = Aw(t) + ∫ t 0 K(t− s)Aw(s)ds+ f(t), t ≥ 0, w(0) = w0, in a Banach space X when ε → 0. Here A is the generator of a strongly continuous cosine family and a strongly continuous semigroup, and K(t) is a bounded linear operator for t ≥ 0. With some conv...

Let G=(G j ) j≥0 be a strictly increasing linear recurrent sequence of integers with G 0 =1 having characteristic polynomial X d -a 1 d-1 -⋯-a X-a . It is well known that each positive integer ν can uniquely represented by the so-called greedy expansion ν=ε (ν)G +⋯+ε ℓ for ℓ∈ℕ satisfying ≤ν<G ℓ+1 Here digits are defined recursively in way 0≤ν-ε -⋯-ε <G holds 0≤j≤ℓ. In present paper we study sum...

This paper presents the investigation of convolutional neural network (CNN) prediction successfully recognizing temperature nonequilibrium phase transitions in two-dimensional (2D) Ising spins on a square lattice. The model uses image snapshots ferromagnetic 2D spin configurations as an input shape to provide average output predictions. By considering supervised machine learning techniques, we ...

A pruned variant of polar coding is proposed for binary erasure channel (BEC). Fix any BEC. For sufficiently small ε > 0, we construct a series capacity achieving codes with block length N = ε-4.9, code rate R Capacity - O(ε), error probability P ε, and encoding decoding time complexity bC O(log|log ε|) per information bit. The given per-bit log-logarithmic in N, R, P. Beyond BEC, there general...