367 research outputs found
Electrodeposition of copper on copper single crystal (100) face in presence of chloride ions
Observations of copper electrodeposits on to the (100) plane of copper was made from highly purified solutions of copper sulphate containing known concentration of hydrochloric acid from 10−10 to 10−1 m/L. In pure solutions at current densities of 5 and 10 mA/cm.2 layers and pyramids were noticed. In the presence of hydrochloric acid of concentration 10−9 to 10−5 m/L there is a gradual decrease of distance between successive steps. At 10−4 m/L of HCl there was the breaking of layers giving rise to ridge type of growth. With the increase of concentration to 3·5×10−3 m/L pyramids appear again. On increasing the concentration of HCl to 10−2 m/L there was the formation of triangular pyramids of cuprous chloride and on still increasing the concentration, polycrystalline type of deposit was noticed. The transition from layer to ridge, ridge to pyramids and to polycrystalline deposit occurs at all c.d. studied but the critical concentration of HCl needed for the transition depends upon the current density.
Communicated by Prof. M. Santappa,f.a.sc
Growth of Cu2Cl2 and Cu2Br2 on single crystal faces and polycrystalline copper during dissolution in CuSO4 + H2SO4
Cu2Cl2 and Cu2Br2 precipitate and crystallise in the form of triangular pyramids and dendrites when Cu is immersed in aerated, acid CuSO4 solution containing HC1 or HBr. The critical concentration of HC1 or HBr for this precipitation depends on the surface of the copper: Poly-crystalline < (110) < (100) < (111). In the deaerated solution there is no precipitation of Cu2Cl or Cu2Br2 even at a high concentration of HC1 or HBr when only preferential etching occurs
Seat of the Joshi Effect in A.C. Silent Discharges
Some experiments on the positive and negative Joshi effects in 'sleeve' discharge tubes containing iodine vapour and hydrogen gas have been performed to Study the effect of illuminating the different parts of each discharge tube successively by a narrow
beam of strong light. The results of these experiments are given in the piper with an account of the experimental arrangements. The results have shown that the Joshi effect (positive and negative) is associated predominantly with the regions of the electrodes.
The role of the discharge column of the lube in the production of the Joshi effect, if any, is, however, regarded as uncertain.
The effect of stray light affecting the electrodes after being scattered from the illuminated part of the discharge tube is considered in discussing the experimental results
of Agashe
Context Aware Query Rewriting for Text Rankers using LLM
Query rewriting refers to an established family of approaches that are
applied to underspecified and ambiguous queries to overcome the vocabulary
mismatch problem in document ranking. Queries are typically rewritten during
query processing time for better query modelling for the downstream ranker.
With the advent of large-language models (LLMs), there have been initial
investigations into using generative approaches to generate pseudo documents to
tackle this inherent vocabulary gap. In this work, we analyze the utility of
LLMs for improved query rewriting for text ranking tasks. We find that there
are two inherent limitations of using LLMs as query re-writers -- concept drift
when using only queries as prompts and large inference costs during query
processing. We adopt a simple, yet surprisingly effective, approach called
context aware query rewriting (CAR) to leverage the benefits of LLMs for query
understanding. Firstly, we rewrite ambiguous training queries by context-aware
prompting of LLMs, where we use only relevant documents as context.Unlike
existing approaches, we use LLM-based query rewriting only during the training
phase. Eventually, a ranker is fine-tuned on the rewritten queries instead of
the original queries during training. In our extensive experiments, we find
that fine-tuning a ranker using re-written queries offers a significant
improvement of up to 33% on the passage ranking task and up to 28% on the
document ranking task when compared to the baseline performance of using
original queries
Query Understanding in the Age of Large Language Models
Querying, conversing, and controlling search and information-seeking
interfaces using natural language are fast becoming ubiquitous with the rise
and adoption of large-language models (LLM). In this position paper, we
describe a generic framework for interactive query-rewriting using LLMs. Our
proposal aims to unfold new opportunities for improved and transparent intent
understanding while building high-performance retrieval systems using LLMs. A
key aspect of our framework is the ability of the rewriter to fully specify the
machine intent by the search engine in natural language that can be further
refined, controlled, and edited before the final retrieval phase. The ability
to present, interact, and reason over the underlying machine intent in natural
language has profound implications on transparency, ranking performance, and a
departure from the traditional way in which supervised signals were collected
for understanding intents. We detail the concept, backed by initial
experiments, along with open questions for this interactive query understanding
framework.Comment: Accepted to GENIR(SIGIR'23
Performance Comparison of Geographic LAR1 with On-demand AODV and DSR Routing Protocols for MANETs
MANET is a self organizing, infrastructure-less network, that consist number of low power mobile nodes connected by wireless radio frequency signals. These nodes in this dynamic environment move freely in any direction, which leads to change in network topology. It is very difficult to recharge or replace the battery of the nodes. To maximize the battery life and lifetime of the network, the nodes are required to be energy conserved. The mobile node energy can be affected by the performance of the routing protocol. We have considered three routing protocols, one is location based protocol - LAR1 and the other two are non location based protocols - AODV and DSR. The energy performance metrics, routing power and residual energy in all the three modes –transmitting, receiving and idle mode are evaluated using these routing protocols in Mobile Ad-hoc Networks and also other performance metrics in application layer are evaluated, which are throughput, end-to-end delay and average jitter. The simulation is carried out by using EXata -5.4
Complex Dynamics and Synchronization of Delayed-Feedback Nonlinear Oscillators
We describe a flexible and modular delayed-feedback nonlinear oscillator that
is capable of generating a wide range of dynamical behaviours, from periodic
oscillations to high-dimensional chaos. The oscillator uses electrooptic
modulation and fibre-optic transmission, with feedback and filtering
implemented through real-time digital-signal processing. We consider two such
oscillators that are coupled to one another, and we identify the conditions
under which they will synchronize. By examining the rates of divergence or
convergence between two coupled oscillators, we quantify the maximum Lyapunov
exponents or transverse Lyapunov exponents of the system, and we present an
experimental method to determine these rates that does not require a
mathematical model of the system. Finally, we demonstrate a new adaptive
control method that keeps two oscillators synchronized even when the coupling
between them is changing unpredictably.Comment: 24 pages, 13 figures. To appear in Phil. Trans. R. Soc. A (special
theme issue to accompany 2009 International Workshop on Delayed Complex
Systems
The Radiation Transfer at a Layer of Magnetized Plasma With Random Irregularities
The problem of radio wave reflection from an optically thick plane monotonous
layer of magnetized plasma is considered at present work. The plasma electron
density irregularities are described by spatial spectrum of an arbitrary form.
The small-angle scattering approximation in the invariant ray coordinates is
suggested for analytical investigation of the radiation transfer equation. The
approximated solution describing spatial-and-angular distribution of radiation
reflected from a plasma layer has been obtained. The obtained solution has been
investigated numerically for the case of the ionospheric radio wave
propagation. Two effects are the consequence of multiple scattering: change of
the reflected signal intensity and anomalous refraction.Comment: 22 pages, 4 figure
Testing quantum correlations in a confined atomic cloud by scattering fast atoms
We suggest measuring one-particle density matrix of a trapped ultracold
atomic cloud by scattering fast atoms in a pure momentum state off the cloud.
The lowest-order probability of the inelastic process, resulting in a pair of
outcoming fast atoms for each incoming one, turns out to be given by a Fourier
transform of the density matrix. Accordingly, important information about
quantum correlations can be deduced directly from the differential scattering
cross-section. A possible design of the atomic detector is also discussed.Comment: 5 RevTex pages, no figures, submitted to PR
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