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Quinoidal Azaacenes: 99 % Diradical Character
Quinoidal azaacenes with almost pure diradical character (y=0.95 to y=0.99) were synthesized. All compounds exhibit paramagnetic behavior investigated by EPR and NMR spectroscopy, and SQUID measurements, revealing thermally populated triplet states with an extremely low-energy gap ΔEST′ of 0.58 to 1.0 kcal mol−1. The species are persistent in solution (half-life≈14–21 h) and in the solid state they are stable for weeks
Research of the work of technological compton scattering tomograph on the photon beam of the source ¹³⁷Cs
The results of the works, which have been carried out in NSC KIPT, on creation of a stationary technological
Compton scattering tomograph are submitted. Modeling physical processes under program GEANT 3 is carried out,
the design of a tomograph for a case of use is determined as a source of photons of the accelerator Van de Graaf on
energy 3 MeV. Tests results of a tomograph work on a photon beam of the source
¹³⁷Cs are submitted.Представлено результати виконаних у ННЦ ХФТІ робіт по створенню стаціонарного технологічного
комптонівського томографа. Проведено моделювання фізичних процесів по програмі GEANT 3, визначено
конструкцію томографа для випадку використання як джерело фотонів прискорювача Ван де Граафа на
енергію 3 МеВ. Представлено результати випробування роботи томографа на пучку фотонів джерела
¹³⁷Cs.Представлены разультаты выполненных в ННЦ ХФТИ работ по созданию стационарного
технологического комптоновского томографа. Проведено моделирование физических процессов по
программе GEANT 3, определена конструкция томографа для случая использования в качестве источника
фотонов ускорителя Ван де Граафа на энергию 3 МэВ. Представлены результаты испытания работы
томографа на пучке фотонов источника
¹³⁷Cs
Quantum effects in the radial thermal expansion of bundles of single-walled carbon nanotubes doped with ⁴He
The radial thermal expansion αr of bundles of single-walled carbon nanotubes saturated with ⁴He impurities to the molar concentration 9.4% has been investigated in the interval 2.5–9.5 K using the dilatometric method. In the interval 2.1–3.7 K α r is negative and is several times higher than the negative αr for pure nanotube bundles. This most likely points to ⁴He atom tunneling between different positions in the nanotube bundle system. The excess expansion was reduced with decreasing ⁴He concentration
The effect of O₂ impurities on the low-temperature radial thermal expansion of bundles of closed single-walled carbon nanotubes
The effect of oxygen impurities upon the radial thermal expansion αr of bundles of closed single-walled carbon nanotubes has been investigated in the temperature interval 2.2–48 K by the dilatometric method. Saturation of bundles of nanotubes with oxygen caused an increase in the positive αr-values in the whole interval of temperatures used. Also, several peaks appeared in the temperature dependence αr(T) above 20 K. The low temperature desorption of oxygen from powders consisting of bundles of single-walled nanotubes with open and closed ends has been investigated
Quantum phenomena in the radial thermal expansion of bundles of single-walled carbon nanotubes doped with ³He. A giant isotope effect
The radial thermal expansion αr of bundles of single-walled carbon nanotubes saturated with ³He up to the molar concentration 9.4% has been investigated in the temperature interval 2.1–9.5 K by high-sensitivity capacitance dilatometry. In the interval 2.1–7 K a negative αr was observed, with a magnitude which exceeded the largest negative αr values of pure and ⁴He-saturated nanotubes by three and two orders of magnitude, respectively. The contributions of the two He isotope impurities to the negative thermal expansion of the nanotube bundles are most likely connected with the spatial redistribution of ⁴He and ³He atoms by tunneling at the surface and inside nanotube bundles. The isotope effect turned out to be huge, probably owing to the higher tunneling probability of ³He atoms
The low-temperature radial thermal expansion of single-walled carbon nanotube bundles saturated with nitrogen
The effect of a N₂ impurity on the radial thermal expansion coefficient αr of single-walled carbon nanotube bundles has been investigated in the temperature interval 2.2–43K by the dilatometric method. Saturation of nanotube bundles with N₂ caused a sharp increase in the positive magnitudes of αr in the whole temperature range used and a very high and wide maximum in the thermal expansion coefficient αr(T) at T~28 K. The lowtemperature desorption of the impurity from the N₂-saturated powder of bundles of single-walled carbon nanotubes with open and closed ends has been investigated
Radial thermal expansion of single-walled carbon nanotube bundles at low temperatures
For the first time the linear coefficient of the radial thermal expansion has been measured on a system of
SWNT bundles at low temperatures (2.2–120 K). The measurements were performed using a dilatometer
with a sensitivity of 2·10⁻⁹ cm. The cylindrical sample 7 mm high and 10 mm in diameter was obtained by
compressing powder. The resulting bundles of the nanotubes were oriented perpendicular to the sample axis.
The starting powder contained over 90% of SWNTs with the outer diameter 1.1 nm, the length varying
within 5–30 μm. The change of sign of the radial thermal expansion coefficient at 5.5 K was observed
Measurement of and Structure Functions in Low Region with the IHEP-JINR Neutrino Detector
The isoscalar structure functions and are measured as functions
of averaged over all permissible for the range of 6 to 28 GeV of
incident neutrino (anti-neutrino) energy at the IHEP-JINR Neutrino Detector.
The QCD analysis of structure function provides
MeV under the assumption of QCD
validity in the region of low . The corresponding value of the strong
interaction constant agrees with the
recent result of the CCFR collaboration and with the combined LEP/SLC result.Comment: 11 pages, 1 Postscript figure, LaTeX. Talk given at the 7th
International Workshop on Deep Inelastic Scattering and QCD (DIS 99),
Zeuthen, Germany, 19-23 Apr 199
Billiards in a general domain with random reflections
We study stochastic billiards on general tables: a particle moves according
to its constant velocity inside some domain until it hits the boundary and bounces randomly inside according to some
reflection law. We assume that the boundary of the domain is locally Lipschitz
and almost everywhere continuously differentiable. The angle of the outgoing
velocity with the inner normal vector has a specified, absolutely continuous
density. We construct the discrete time and the continuous time processes
recording the sequence of hitting points on the boundary and the pair
location/velocity. We mainly focus on the case of bounded domains. Then, we
prove exponential ergodicity of these two Markov processes, we study their
invariant distribution and their normal (Gaussian) fluctuations. Of particular
interest is the case of the cosine reflection law: the stationary distributions
for the two processes are uniform in this case, the discrete time chain is
reversible though the continuous time process is quasi-reversible. Also in this
case, we give a natural construction of a chord "picked at random" in
, and we study the angle of intersection of the process with a
-dimensional manifold contained in .Comment: 50 pages, 10 figures; To appear in: Archive for Rational Mechanics
and Analysis; corrected Theorem 2.8 (induced chords in nonconvex subdomains
Recognition of wavefront aberrations types corresponding to single Zernike functions from the pattern of the point spread function in the focal plane using neural networks
В работе осуществлено обучение и распознавание типов аберраций, соответствующих отдельным функциям Цернике, по картине интенсивности функции рассеяния точки с применением свёрточных нейронных сетей. Картины интенсивности функции рассеяния точки в фокальной плоскости моделировались с применением алгоритма быстрого преобразования Фурье. При обучении нейронной сети коэффициент обучения и количество эпох для датасета заданного размера был подобран эмпирически. Средние ошибки предсказания нейронной сети для каждого типа аберраций были получены для набора из 15 функций Цернике по датасету из 15 тысяч картин функции рассеяния точки. В результате обучения для большинства типов аберраций получены усреднённые абсолютные погрешности в диапазоне 0,012 – 0,015, однако определение коэффициента (величины) аберрации требует дополнительных исследований и данных, например, расчёта функции рассеяния точки во внефокальной плоскости.
In this work, we carried out training and recognition of the types of aberrations corresponding to single Zernike functions, based on the intensity pattern of the point spread function (PSF) using convolutional neural networks. PSF intensity patterns in the focal plane were modeled using a fast Fourier transform algorithm. When training a neural network, the learning coefficient and the number of epochs for a dataset of a given size were selected empirically. The average prediction errors of the neural network for each type of aberration were obtained for a set of 15 Zernike functions from a data set of 15 thousand PSF pictures. As a result of training, for most types of aberrations, averaged absolute errors were obtained in the range of 0.012 – 0.015. However, determining the aberration coefficient (magnitude) requires additional research and data, for example, calculating the PSF in the extrafocal plane.Исследование выполнено при финансовой поддержке РФФИ в рамках научного проекта № 19-29-09054 в части, касающейся машинного обучения и нейронных сетей, а также Министерства науки и высшего образования РФ в рамках выполнения работ по Государственному заданию ФНИЦ «Кристаллография и фотоника» РАН (соглашение № 007-ГЗ/Ч3363/26) в части моделирования аберрированного волнового фронта и расчёта ФРТ
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