Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale DOI Creative Commons
Yelizaveta Vitulyova, Inabat Moldakhan, P. E. Grigoriev

et al.

Frontiers in Blockchain, Journal Year: 2024, Volume and Issue: 7

Published: Nov. 29, 2024

It is shown that the statistics of transactions Ethereum cryptocurrency obeys well-defined patterns. Log dependency lnN number users id="m2">N who carried out id="m3">n with use during a specific month on id="m4">lnn linear one high accuracy: id="m5">lnN=btlnn+at . Similar statistical patterns are obtained for bitcoin transactions. has also been established behavior coefficient id="m6">b appearing in this dependence corresponds accuracy to Bass diffusion model, which describes dynamics innovation implementation. after completion initial stage implementation and cryptocurrencies (since beginning 2018), values coefficients b approaching constants. On basis, method proposed identifying space weather factors economic human population. In particular, it analysis cross-correlation between ratio id="m7">ab Ap-index geomagnetic activity gives an example additional tools allowing reveal influence people global scale.

Language: Английский

Advanced Applications of Polymer Hydrogels in Electronics and Signal Processing DOI Creative Commons
Ibragim Suleimenov,

Oleg Gabrielyan,

Eldar Kopishev

et al.

Gels, Journal Year: 2024, Volume and Issue: 10(11), P. 715 - 715

Published: Nov. 6, 2024

The current state of affairs in the field using polymer hydrogels for creation innovative systems signal and image processing, which computing is a special case, analyzed. Both these specific examples capable forming an alternative to existing semiconductor-based technology, but assuming preservation used algorithmic basis, non-trivial converters, nature requires transition fundamentally different algorithms data are considered. It shown that variability currently developed information processing based on use polymers, including hydrogels, leads need search complementary algorithms. Moreover, well-known thesis modern science allows realization functional materials with predetermined properties, at present stage, receives new sounding: it acceptable raise question creating built quasi-biological basis realizing or processing. Specific meet this considered, particular, promising protection UAV groups, as well coupling neural networks holograms solve various applied problems. These other case studies demonstrate importance interdisciplinary cooperation solving problems arising from further modernization systems.

Language: Английский

Citations

4

Prospects for the Use of Quasi-Mersen Numbers in the Design of Parallel-Serial Processors DOI Creative Commons
Aruzhan Kadyrzhan, Kaisarali Kadyrzhan, Akhat Bakirov

et al.

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(2), P. 741 - 741

Published: Jan. 13, 2025

It is shown that a serial-parallel processor, comparable in bit capacity to 16-bit binary can be implemented based on an algorithm built the residue number system, distinctive feature of which use first four quasi-Mersenne numbers, i.e., prime numbers representable as pk=2k+1, k=1,2,3,4. Such set satisfies criterion 2p1p2p3p4+1=P, where P also number. Fulfillment this ensures possibility convenient considered RNS for calculating partial convolutions developed convenience using convolutional neural networks. processor proposed type adders modulo number, each operates independently. A circuit 2k+1 adder proposed, called trigger circuit, since its peculiarity existence (at certain values summed quantities) two stable states. The advantage such compared known analogs, simplicity design. Possibilities further development approach related digital logarithm operation, allows reducing operations multiplication addition operations, are discussed.

Language: Английский

Citations

0

Neural network properties of hydrophilic polymers as a key for development of the general theory of evolution DOI Creative Commons
Sherniyaz B. Kabdushev,

Oleg Gabrielyan,

Eldar Kopishev

et al.

Royal Society Open Science, Journal Year: 2025, Volume and Issue: 12(4)

Published: April 1, 2025

The analysis of the existing literature demonstrates that in order to address fundamental challenges associated with origin life, it is essential consider this problem from a comprehensive perspective, specifically vantage point general theory evolution complex systems. From these positions, life should be regarded as distinctive instance an information storage and processing system emerges naturally. Evolutionary processes examined coevolution material informational components, which has not been sufficiently emphasized hitherto. It shown specific example respect analogues neural networks spontaneously formed solutions some hydrophilic polymers. Such systems lead formation non-trivial objects. A wide range other examples considered, proving occurring participation polymers interpreted, among things, view objects, which, under certain conditions, influence at molecular supramolecular level. reasonable use tools classical dialectics solve such problems life.

Language: Английский

Citations

0

The Method of Direct and Reverse Phase Portraits as a Tool for Systematizing the Results of Studies of Phase Transitions in Solutions of Thermosensitive Polymers DOI Creative Commons
Akhat Bakirov, Eldar Kopishev, Kaisarali Kadyrzhan

et al.

Gels, Journal Year: 2024, Volume and Issue: 10(6), P. 395 - 395

Published: June 11, 2024

It is shown that a more than significant amount of experimental data obtained in the field studying systems based on thermosensitive hydrophilic polymers and reflected literature over past decades makes issue their systematization classification relevant. This, turn, relevant question choosing appropriate criteria. basic feature can be number phase transition stages, which vary from one to four or depending nature temperature-sensitive system. In this work, method inverse portraits proposed for first time. was intended, among other things, identify stages. Moreover, accuracy significantly exceeds previously used direct since, time, operation numerical differentiation replaced by integration. A specific example application analysis studied system presented. also allows quantitative comparison between results differential calorimetry turbidimetry method. Issues related increasing resolution are discussed.

Language: Английский

Citations

3

Analysis of Phase Transitions of Thermoresponsive Polymer Based on N-Vinylcaprolactam and 2-Hydroxyethyl Acrylate in Solutions from the Information Theory Point of View DOI Creative Commons
Ibragim Suleimenov, S.T. Baipakbayeva, Grigoriy A. Mun

et al.

Eurasian Chemico-Technological Journal, Journal Year: 2024, Volume and Issue: 26(2), P. 67 - 73

Published: June 27, 2024

A new method for analyzing phase transitions in solutions of thermoresponsive polymers is proposed, based on determining the amount information contained curve describing transition. The use an analogy with Nyquist-Shannon-Kotelnikov theorem, which allows us to bring analysis a continuous function its values at discrete points, as well results studies slowly changing signals from point view modern theory. This determine minimum number parameters that describe proposed was tested using example copolymers N-vinylcaprolactam 2-hydroxyethyl acrylate various compositions. effectiveness this has been demonstrated; particular, it shown transition case does not exceed four. possibilities constructing classification stimulus-sensitive are discussed.

Language: Английский

Citations

0

Synthesis and properties of AM/AMPS/MMA and cationic monomer copolymer flooding agent DOI
Chengcheng Liu,

Shibin Wang,

Fei Jia

et al.

Journal of Polymer Engineering, Journal Year: 2024, Volume and Issue: 44(9), P. 603 - 614

Published: Aug. 15, 2024

Abstract A novel hydrophobic association copolymer (PAMA) was synthesized by incorporating acrylamide (AM), 2-acrylamide-2-methylpropanesulfonic acid (AMPS), cationic monomer (MEDDA), and methyl methacrylate (MMA). The properties of MMA copolymers with varying contents were analyzed using infrared spectroscopy, nuclear magnetic resonance scanning electron microscopy. Optimal overall performance the solution achieved when content reached 1.4 % w/w. Compared to pure PAAM (without MMA), PAMA-1.4 polymer exhibited superior viscoelasticity, temperature resistance, shear resistance. This enhancement in PAMA can be attributed significant inhibition intermolecular water film formation within matrix MMA, effectively improving regulating solubility while strengthening molecular chain interactions enhancing structural network strength polymers. Additionally, inclusion transformed rock surfaces from non-wetting wetting conditions, thereby greatly oil displacement efficiency. In experiments, performed better terms enhanced recovery, recovery rate 0.1 w/w PAMA-2.4 is only 7.78 %, 13.06 %.

Language: Английский

Citations

0

Some regularities of transaction statistics of cryptocurrency Ethereum: opportunities to study the impact of space weather on human economic behavior on a global scale DOI Creative Commons
Yelizaveta Vitulyova, Inabat Moldakhan, P. E. Grigoriev

et al.

Frontiers in Blockchain, Journal Year: 2024, Volume and Issue: 7

Published: Nov. 29, 2024

It is shown that the statistics of transactions Ethereum cryptocurrency obeys well-defined patterns. Log dependency lnN number users id="m2">N who carried out id="m3">n with use during a specific month on id="m4">lnn linear one high accuracy: id="m5">lnN=btlnn+at . Similar statistical patterns are obtained for bitcoin transactions. has also been established behavior coefficient id="m6">b appearing in this dependence corresponds accuracy to Bass diffusion model, which describes dynamics innovation implementation. after completion initial stage implementation and cryptocurrencies (since beginning 2018), values coefficients b approaching constants. On basis, method proposed identifying space weather factors economic human population. In particular, it analysis cross-correlation between ratio id="m7">ab Ap-index geomagnetic activity gives an example additional tools allowing reveal influence people global scale.

Language: Английский

Citations

0