300 research outputs found
The Quantum Mellin transform
We uncover a new type of unitary operation for quantum mechanics on the
half-line which yields a transformation to ``Hyperbolic phase space''. We show
that this new unitary change of basis from the position x on the half line to
the Hyperbolic momentum , transforms the wavefunction via a Mellin
transform on to the critial line . We utilise this new transform
to find quantum wavefunctions whose Hyperbolic momentum representation
approximate a class of higher transcendental functions, and in particular,
approximate the Riemann Zeta function. We finally give possible physical
realisations to perform an indirect measurement of the Hyperbolic momentum of a
quantum system on the half-line.Comment: 23 pages, 6 Figure
Π Π²ΠΎΠΏΡΠΎΡΡ ΠΎ ΡΡΠ΄ΡΠ±Π°Ρ ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΉ ΠΈ ΡΡΡΠ΄Π΅Π½ΡΠΎΠ² 1-Π³ΠΎ ΠΠ΅Π½ΠΈΠ½Π³ΡΠ°Π΄ΡΠΊΠΎΠ³ΠΎ ΠΌΠ΅Π΄ΠΈΡΠΈΠ½ΡΠΊΠΎΠ³ΠΎ ΠΈΠ½ΡΡΠΈΡΡΡΠ° Π² Π³ΠΎΠ΄Ρ ΠΠ΅Π»ΠΈΠΊΠΎΠΉ ΠΡΠ΅ΡΠ΅ΡΡΠ²Π΅Π½Π½ΠΎΠΉ Π²ΠΎΠΉΠ½Ρ
The objective of the article was to fill in some gaps in the information about the fate of teachers and students of The First Medical Institute of Leningrad during the Great Patriotic War. The source base of the research was the new archival material discovered by the authors, sources of personal origin in the form of recollections of eyewitnesses of the described events, as well as a set of previously published documents and materials related to the topic of the article. The results of the study added the picture of the functioning of the Institute under the Leningrad Blockade, its partial evacuation to the rear areas of the country, clarified the fate of a number of employees and students of the Institute.Π¦Π΅Π»ΡΡ ΡΡΠ°ΡΡΠΈ ΡΠ²Π»ΡΠ΅ΡΡΡ Π²ΠΎΡΠΏΠΎΠ»Π½Π΅Π½ΠΈΠ΅ ΠΎΡΠ΄Π΅Π»ΡΠ½ΡΡ
ΠΏΡΠΎΠ±Π΅Π»ΠΎΠ² Π² ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠΈ ΠΎ ΡΡΠ΄ΡΠ±Π°Ρ
ΠΏΡΠ΅ΠΏΠΎΠ΄Π°Π²Π°ΡΠ΅Π»Π΅ΠΉ ΠΈ ΡΡΡΠ΄Π΅Π½ΡΠΎΠ² 1-Π³ΠΎ ΠΠ΅Π½ΠΈΠ½Π³ΡΠ°Π΄ΡΠΊΠΎΠ³ΠΎ ΠΌΠ΅Π΄ΠΈΡΠΈΠ½ΡΠΊΠΎΠ³ΠΎ ΠΈΠ½ΡΡΠΈΡΡΡΠ° Π² Π³ΠΎΠ΄Ρ ΠΠ΅Π»ΠΈΠΊΠΎΠΉ ΠΡΠ΅ΡΠ΅ΡΡΠ²Π΅Π½Π½ΠΎΠΉ Π²ΠΎΠΉΠ½Ρ. Π ΠΊΠ°ΡΠ΅ΡΡΠ²Π΅ ΠΈΡΡΠΎΡΠ½ΠΈΠΊΠΎΠ²ΠΎΠΉ Π±Π°Π·Ρ ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡΡΡΡ Π½ΠΎΠ²ΡΠΉ Π°ΡΡ
ΠΈΠ²Π½ΡΠΉ ΠΌΠ°ΡΠ΅ΡΠΈΠ°Π», ΠΈΡΡΠΎΡΠ½ΠΈΠΊΠΈ Π»ΠΈΡΠ½ΠΎΠ³ΠΎ ΠΏΡΠΎΠΈΡΡ
ΠΎΠΆΠ΄Π΅Π½ΠΈΡ Π² Π²ΠΈΠ΄Π΅ Π²ΠΎΡΠΏΠΎΠΌΠΈΠ½Π°Π½ΠΈΠΉ ΠΎΡΠ΅Π²ΠΈΠ΄ΡΠ΅Π² ΠΎΠΏΠΈΡΡΠ²Π°Π΅ΠΌΡΡ
ΡΠΎΠ±ΡΡΠΈΠΉ, Π° ΡΠ°ΠΊΠΆΠ΅ ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡ ΠΎΠΏΡΠ±Π»ΠΈΠΊΠΎΠ²Π°Π½Π½ΡΡ
ΡΠ°Π½Π΅Π΅ Π΄ΠΎΠΊΡΠΌΠ΅Π½ΡΠΎΠ² ΠΈ ΠΌΠ°ΡΠ΅ΡΠΈΠ°Π»ΠΎΠ², ΠΊΠ°ΡΠ°ΡΡΠΈΡ
ΡΡ ΡΠ΅ΠΌΡ ΡΡΠ°ΡΡΠΈ. Π Π΅Π·ΡΠ»ΡΡΠ°ΡΡ ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΡ Π΄ΠΎΠΏΠΎΠ»Π½ΡΡΡ ΠΊΠ°ΡΡΠΈΠ½Ρ ΡΡΠ½ΠΊΡΠΈΠΎΠ½ΠΈΡΠΎΠ²Π°Π½ΠΈΡ ΠΈΠ½ΡΡΠΈΡΡΡΠ° Π² ΡΡΠ»ΠΎΠ²ΠΈΡΡ
Π±Π»ΠΎΠΊΠ°Π΄Ρ ΠΠ΅Π½ΠΈΠ½Π³ΡΠ°Π΄Π°, Π²ΠΎ Π²ΡΠ΅ΠΌΡ Π΅Π³ΠΎ ΡΠ°ΡΡΠΈΡΠ½ΠΎΠΉ ΡΠ²Π°ΠΊΡΠ°ΡΠΈΠΈ Π² ΡΡΠ»ΠΎΠ²ΡΠ΅ ΡΠ°ΠΉΠΎΠ½Ρ ΡΡΡΠ°Π½Ρ, ΡΡΠΎΡΠ½ΡΡΡ ΡΡΠ΄ΡΠ±Ρ ΡΡΠ΄Π° ΡΠΎΡΡΡΠ΄Π½ΠΈΠΊΠΎΠ² ΠΈ ΡΡΡΠ΄Π΅Π½ΡΠΎΠ² Π²ΡΠ·Π°
TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning
Deep learning (DL) models for tabular data problems are receiving
increasingly more attention, while the algorithms based on gradient-boosted
decision trees (GBDT) remain a strong go-to solution. Following the recent
trends in other domains, such as natural language processing and computer
vision, several retrieval-augmented tabular DL models have been recently
proposed. For a given target object, a retrieval-based model retrieves other
relevant objects, such as the nearest neighbors, from the available (training)
data and uses their features or even labels to make a better prediction.
However, we show that the existing retrieval-based tabular DL solutions provide
only minor, if any, benefits over the properly tuned simple retrieval-free
baselines. Thus, it remains unclear whether the retrieval-based approach is a
worthy direction for tabular DL.
In this work, we give a strong positive answer to this question. We start by
incrementally augmenting a simple feed-forward architecture with an
attention-like retrieval component similar to those of many (tabular)
retrieval-based models. Then, we highlight several details of the attention
mechanism that turn out to have a massive impact on the performance on tabular
data problems, but that were not explored in prior work. As a result, we design
TabR -- a simple retrieval-based tabular DL model which, on a set of public
benchmarks, demonstrates the best average performance among tabular DL models,
becomes the new state-of-the-art on several datasets, and even outperforms GBDT
models on the recently proposed ``GBDT-friendly'' benchmark (see the first
figure).Comment: Code: https://github.com/yandex-research/tabular-dl-tab
Sporadic radio emission connected with a definite manifestation of solar activity in the near Earth space
Sporadic radio emission of near Earth space at the frequency of 38 MHz is shown to appear in the event of a rapid development of instabilities in the ionospheric plasma. The instabilities are generated due to primary ionospheric disturbances occurring under the influence of solar chromospheric flares
Impact of anionic synthetic surfactants of lead ions and their combinations on the pigment profile of freshwater plant organisms Ceratophyllum demersum and Egeria densa
The development of human civilization inevitably leads to the development of production with increasing emissions of many chemicals into the environment. This is especially noticeable in relation to surface waters of fresh water bodies. A very alarming point is that the amount of toxic anthropogenic substances, including heavy metals, is growing every year and is increasingly disturbing the existing ecological balance. Plant organisms of water bodies are among the first to experience the effects of any anthropogenic pollutants and especially heavy metals and surfactants, the amount of which increases in the water of rivers and lakes. Very important in this is the complex of morpho-physiological adaptations associated with restructuring in the structure of chloroplasts. Changes in the content of photosynthetic pigments in plants of two species (Ceratophyllum demersum and Egeria densa) were assessed when they were exposed to very common technogenic substances (lead ions and a solution of anionic synthetic surfactants). In plants, there is a decrease in the activity of molecular transport, inhibition of H+-ATPase, leading to a decrease in the pH of the cytoplasm and activation of hydrolases, which enhance the breakdown of biopolymers. This leads to changes in the expression of individual genes and increased synthesis of a number of stress proteins. Under these conditions, the assembly of cytoskeletal elements is activated, the structures of membrane proteins and lipids change, the level of ATP decreases, free radical processes are activated and the intensity of photosynthesis is inhibited
The Growth of CdTe Layer on GaAs Substrate by MBE
We present the results of growth of CdTe layer on (013)GaAs substrate. The sequence processes include the preparation of GaAs surface by chemical etching and annealing in ultra-high vacuum, the growth of ZnTe layer on atomically clean GaAs surface and then the growth of CdTe layer on ZnTe/GaAs. All processes were carried out without removing GaAs substrate from MBE set. The processes were controlled by RHEED and single wavelength ellipsometry. We found that the evaporation of arsenic oxides and gallium oxides from the (001)GaAs surface were observed at over 400 and 500Β°C, respectively. The growth of CdTe on (001)GaAs leads to appearance of mixture orientations because of large mismatch of lattice parameters. We study the growth of ZnTe on (001)GaAs and (013)GaAs substrates to prevent the growth of mixture orientations. We study the influence of cadmium and tellurium ratio in molecular fluxes and temperature on the growth mechanism of ZnTe and CdTe, crystal perfection, surface roughness and defects density. The optimal condition for growth of high quality thick CdTe on GaAs substrate were found
Near Earth space sporadic radio emission busts occurring during sunrise
During the period of low solar activity at sunrise the effect of sporadic high frequency near Earth space radio emission was experimentally discovered at middle latitudes. The possible mechanism of its origin is discussed
Impact of anthropogenic toxic substances on the antioxidant defense of Ceratophyllum demersum and Egeria densa
Considering the current increase in anthropogenic pollution of the environment, it becomes necessary to monitor the qualitative and quantitative aspects of the impact of pollution on various biological objects. Of great practical interest are the toxic effects of technogenic discharges on various hydrobionts and the basic mechanisms of their development in macrophyte plants. In this regard, this work studied the influence of heavy metal ions, anionic synthetic surfactants and their combinations on the activity of the main antioxidant enzymes in the tissues of Ceratophyllum demersum and Egeria densa. An experiment was conducted to assess changes in the freshwater macrophytes Ceratophyllum demersum and Egeria densa. The activity of antioxidant enzymes was taken into account: peroxidase, polyphenol oxidase, ascorbate oxidase and catalase. Their activity was assessed basally and in response to chemical stressors (100 Β΅mol/l lead ions, 1% solution of anionic synthetic surfactants) individually and in combination with different exposures to toxic substances. The identified features of enzymatic activity in the tissues of aquatic macrophytes indicate different levels and power of their antioxidant protection. It has been noted that the activity of antioxidant enzymes when plants are exposed to certain types of pollutants and their combinations is determined by the chemical nature of the pollutant, the mechanism of its action on the plant organism, the duration of exposure and the localization of these enzymes in cell compartments
APPLICATION OF LIGHT EMITTING DIODE IRRADIATION IN SURGERY AND OTHER FIELDS OF MEDICINE
Π¦Π΅Π»Ρ. ΠΠ·ΡΡΠΈΡΡ ΠΎΠΏΡΡ ΠΈΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΡ ΡΠ²Π΅ΡΠΎΠ΄ΠΈΠΎΠ΄Π½ΠΎΠ³ΠΎ ΠΈΠ·Π»ΡΡΠ΅Π½ΠΈΡ (Light Emitting Diode β LED) Π² Ρ
ΠΈΡΡΡΠ³ΠΈΠΈ ΠΈ Π΄ΡΡΠ³ΠΈΡ
ΡΠ°Π·Π΄Π΅Π»Π°Ρ
ΠΌΠ΅Π΄ΠΈΡΠΈΠ½Ρ.ΠΠ΅ΡΠΎΠ΄Ρ ΠΈ ΠΌΠ΅ΡΠΎΠ΄ΠΎΠ»ΠΎΠ³ΠΈΡ. ΠΠ΅ΡΠΎΠ΄ΠΎΠ»ΠΎΠ³ΠΈΡΠ΅ΡΠΊΡΡ ΠΎΡΠ½ΠΎΠ²Ρ ΡΠΎΡΡΠ°Π²ΠΈΠ» Π°Π½Π°Π»ΠΈΠ· Π»ΠΈΡΠ΅ΡΠ°ΡΡΡΡ, ΡΠΈΠ½ΡΠ΅Π· ΡΠ΅Π·ΡΠ»ΡΡΠ°ΡΠΎΠ² ΡΠΊΡΠΏΠ΅ΡΠΈΠΌΠ΅Π½ΡΠ°Π»ΡΠ½ΡΡ
ΠΈ ΠΊΠ»ΠΈΠ½ΠΈΡΠ΅ΡΠΊΠΈΡ
ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΠΉ, Π° ΡΠ°ΠΊΠΆΠ΅ ΡΠΎΠ²ΡΠ΅ΠΌΠ΅Π½Π½Π°Ρ ΡΡΠ°ΠΊΡΠΎΠ²ΠΊΠ° ΠΌΠ΅Ρ
Π°Π½ΠΈΠ·ΠΌΠΎΠ² Π΄Π΅ΠΉΡΡΠ²ΠΈΡ Π½ΠΈΠ·ΠΊΠΎΠΈΠ½ΡΠ΅Π½ΡΠΈΠ²Π½ΠΎΠ³ΠΎ Π»Π°Π·Π΅ΡΠ½ΠΎΠ³ΠΎ ΠΈΠ·Π»ΡΡΠ΅Π½ΠΈΡ ΠΈ LED Π²ΠΎΠ·Π΄Π΅ΠΉΡΡΠ²ΠΈΠΉ Π½Π° ΠΎΡΠ³Π°Π½ΠΈΠ·ΠΌ. ΠΡΠΎΠ±ΠΎΠ΅ Π²Π½ΠΈΠΌΠ°Π½ΠΈΠ΅ ΡΠ΄Π΅Π»Π΅Π½ΠΎ ΠΎΠΏΡΡΡ ΠΊΠ»ΠΈΠ½ΠΈΠΊΠΎ-ΠΌΠΎΡΡΠΎΠ»ΠΎΠ³ΠΈΡΠ΅ΡΠΊΠΈΡ
ΠΈΡΡΠ»Π΅Π΄ΠΎΠ²Π°Π½ΠΈΠΉ LED-Π²ΠΎΠ·Π΄Π΅ΠΉΡΡΠ²ΠΈΠΉ, ΠΏΡΠΎΠ²ΠΎΠ΄ΠΈΠΌΡΡ
Π² Π Π΅ΡΠΏΡΠ±Π»ΠΈΠΊΠ°Π½ΡΠΊΠΎΠΌ ΡΠΏΠ΅ΡΠΈΠ°Π»ΠΈΠ·ΠΈΡΠΎΠ²Π°Π½Π½ΠΎΠΌ ΡΠ΅Π½ΡΡΠ΅ Ρ
ΠΈΡΡΡΠ³ΠΈΠΈ ΠΈΠΌ. Π°ΠΊΠ°Π΄Π΅ΠΌΠΈΠΊΠ° Π. ΠΠ°Ρ
ΠΈΠ΄ΠΎΠ²Π° ΠΠΈΠ½ΠΈΡΡΠ΅ΡΡΡΠ²Π° Π·Π΄ΡΠ°Π²ΠΎΠΎΡ
ΡΠ°Π½Π΅Π½ΠΈΡ Π Π΅ΡΠΏΡΠ±Π»ΠΈΠΊΠΈ Π£Π·Π±Π΅ΠΊΠΈΡΡΠ°Π½.Π Π΅Π·ΡΠ»ΡΡΠ°ΡΡ. ΠΡΠ΅Π΄ΡΡΠ°Π²Π»Π΅Π½Π° ΡΡΠ°Π²Π½ΠΈΡΠ΅Π»ΡΠ½Π°Ρ Ρ
Π°ΡΠ°ΠΊΡΠ΅ΡΠΈΡΡΠΈΠΊΠ° ΡΡΠΈΠΌΡΠ»ΠΈΡΡΡΡΠΈΡ
ΡΠ΅ΠΏΠ°ΡΠ°ΡΠΈΠ²Π½ΡΠ΅ ΠΏΡΠΎΡΠ΅ΡΡΡ ΡΠ²ΠΎΠΉΡΡΠ² Π»Π°Π·Π΅ΡΠΎΠ² ΠΈ LED, ΠΈΡ
Π²Π»ΠΈΡΠ½ΠΈΠ΅ Π½Π° Π·Π°ΠΆΠΈΠ²Π»Π΅Π½ΠΈΠ΅ ΠΊΠΎΠΆΠ½ΡΡ
ΡΠ°Π½ ΠΈ Π³ΡΡΠ΄ΠΈΠ½Ρ ΠΏΠΎΡΠ»Π΅ ΡΡΠ΅ΡΠ½ΠΎΡΠΎΠΌΠΈΠΈ, ΡΡΠΈΡΡΠΎΡΠΈΡΡ ΠΈ ΠΌΠΈΠΊΡΠΎΡΠΈΡΠΊΡΠ»ΡΡΠΈΡ.ΠΠ°ΠΊΠ»ΡΡΠ΅Π½ΠΈΠ΅. ΠΡΡΠΊΠ°Π·ΡΠ²Π°Π΅ΡΡΡ ΠΌΠ½Π΅Π½ΠΈΠ΅, ΡΡΠΎ ΡΠ²Π΅ΡΠΎΠ΄ΠΈΠΎΠ΄Π½ΠΎΠ΅ ΠΈΠ·Π»ΡΡΠ΅Π½ΠΈΠ΅ ΡΠ²Π»ΡΠ΅ΡΡΡ Π°Π»ΡΡΠ΅ΡΠ½Π°ΡΠΈΠ²Π° Π»Π°Π·Π΅ΡΠΎΠ². ΠΡΠΏΠΎΠ»ΡΠ·ΠΎΠ²Π°Π½ΠΈΠ΅ ΡΠ²Π΅ΡΠΎΠ΄ΠΈΠΎΠ΄Π½ΠΎΠ³ΠΎ ΠΈΠ·Π»ΡΡΠ΅Π½ΠΈΡ ΡΠ΅Π»Π΅ΡΠΎΠΎΠ±ΡΠ°Π·Π½ΠΎ Π² ΠΊΠΎΠΌΠΏΠ»Π΅ΠΊΡΠ½ΠΎΠΌ Π»Π΅ΡΠ΅Π½ΠΈΠΈ Ρ
ΠΈΡΡΡΠ³ΠΈΡΠ΅ΡΠΊΠΈΡ
Π±ΠΎΠ»Π΅Π·Π½Π΅ΠΉ.Goal. To study the experience of using Light Emitting Diode (LED) in surgery and other areas of medicine.Methods and methodology. The methodological basis is the analysis of literature, synthesis of the results of experimental and clinical studies, as well as a modern interpretation of the mechanisms of action of low-intensity laser radiation and LED effects on the body. Special attention is paid to the experience of clinical and morphological studies LED of impacts at the Republican specialized center of surgery named academician V. Vahidov of the Ministry of health of the Republic of Uzbekistan.Results. Comparative features of LED and lasers, such as stimulation of reparative processes, their influence on healing of skin wounds and sternum after sternotomy, red blood cells and microcirculation are discussed.Conclusion. It has been suggested that LED is a worthy alternative to lasers. Their use is advisable in complex treatment of surgical diseases
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