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     <title><![CDATA[NUST Institutions Library Catalogue Search for 'an:&quot;119496&quot;']]></title>
     <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?q=ccl=an%3A%22119496%22&amp;format=rss</link>
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     <description><![CDATA[ Search results for 'an:&quot;119496&quot;' at NUST Institutions Library Catalogue]]></description>
     <opensearch:totalResults>28</opensearch:totalResults>
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     <item>
       <title>
    Design and Techno-Economic Analysis of Net Zero Energy Buildings using Energy Simulations /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607190</link>
        
       <description><![CDATA[









	   <p>By Ahmed, Shoaib . 
	   
                        . 73p.
                        
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=607190">Place Hold on <em>Design and Techno-Economic Analysis of Net Zero Energy Buildings using Energy Simulations /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607190</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Modelling and Energy Consumption Analysis of an Industrial Building and passive techniques to reduce energy consumption, A case study in Pakistan /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607192</link>
        
       <description><![CDATA[









	   <p>By Manzar, Malak . 
	   
                        . 64p.
                        
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=607192">Place Hold on <em>Modelling and Energy Consumption Analysis of an Industrial Building and passive techniques to reduce energy consumption, A case study in Pakistan /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607192</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Design and Optimization of a Savonius Hydrokinetic Turbine Using Upstream Bluff Bodies /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607246</link>
        
       <description><![CDATA[









	   <p>By Muneeb-Ur-Rehman. 
	   
                        . 106p.
                        
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=607246">Place Hold on <em>Design and Optimization of a Savonius Hydrokinetic Turbine Using Upstream Bluff Bodies /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607246</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Design and Development of a Desiccant Assisted Microwave–Convection Food Dryer /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607452</link>
        
       <description><![CDATA[









	   <p>By Usama, Muhammad . 
	   
                        . 241p.
                        , 30% of the world’s agricultural production is lost in post-harvest stage due to the perishability of
agricultural food items. To alleviate this problem, food can be dried to prolong its shelf life.
However, there is a trade-off between product quality and energy cost for most dehydration
methods. The objective of this study was to develop a food drying method that could deliver
product quality that was competitive with highly eco-hazardous and energy intensive methods
while being more energy efficient. To meet this objective, a solar thermal regenerated liquid
desiccant dehumidification system was designed and manufactured. It was connected to a
Microwave-Convection heating chamber to house the food items to be dried. To reduce energy
consumption even further, it was theorized that instead of operating the Desiccant-MicrowaveConvection drying process consistently, the process could be divided into three stages; starting
with high temperature Convection drying, followed by Microwave-Convection drying at a reduced
temperature, followed by Desiccant assisted Convection drying at an even lower temperature.
The Desiccant-Microwave-Convection dryer was experimentally tested to dry potato slices. The
combined process delivered 81.6% shorter drying time compared to Convective Drying and 27.8%
shorter drying time compared to Microwave Drying. The process was also found to consume
66.1%, 10% and 5% lower energy compared to Convective Drying, Microwave drying and
combined Microwave-Convection drying respectively. It was also found to retain 87.8% of the
original food’s color. When the process was divided into three stages with sequentially reducing
temperatures, the cascaded configuration resulted in 22.2% reduction in energy consumption
compared to using Desiccant-Microwave-Convection drying continuously and preserved 92.5%
of the potatoes’ original color, which is comparable to Freeze Drying.
The findings of this study are encouraging and can be used to further develop desiccant based
hybrid drying techniques for a range of food items.
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=607452">Place Hold on <em>Design and Development of a Desiccant Assisted Microwave–Convection Food Dryer /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607452</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Effectiveness of passive design measures under future climate change for residential building in a humid subtropical region /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607927</link>
        
       <description><![CDATA[









	   <p>By Waseem, Hafiz Muhammad. 
	   
                        . 66p.
                        , Subtropical regions have suffered from the severe effects of climate change over the past few
decades. To counteract the rising ambient temperature, indoor cooling demands have also risen.
The high annual energy consumption of buildings is often offset by the adoption of passive cooling
strategies, which are adapted to preserve indoor comfort. Passive design measures (PDM) are
crucial in reducing buildings' annual energy consumption. Its continued efficacy in the face of
future climate change, however, depends critically on the careful selection of appropriate passive
design measures. This research simulates the effects of five passive design measures (front green
wall, ventilation 24 hours, window louvers, combination of window louvers and overhangs, and
C8 which is the combination of front green wall, night ventilation, and shading devices) for a house
in the subtropical city Islamabad. Energy simulations are computed for typical metrological/base
year as well as future weather files for 2050 and 2080. Results reveal that the combination of a
front green wall (FGW), shading, and night ventilation (C8) has the maximum capacity to reduce
the effect of future energy consumption. As the climatic conditions get more extreme in the future,
C8 gives more effective results. C8’s annual energy consumption results reduces by 25%, 27%,
and 30% when compared to non-passive results of TMY, 2050, and 2080 weather files
respectively. Whereas, the effect of ventilation decreases, as it provides a 5.8%, 3%, and 2.7%
decrease in annual mean energy consumption when compared with non-passive results of TMY,
2050, and 2080 results respectively. In the last section, the impact of different components of the
most optimum PDM combination was also analyzed. Optimum values of leaf area index, louvers
blade width &amp; thickness &amp; shading area all contributes to give overall better results.
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=607927">Place Hold on <em>Effectiveness of passive design measures under future climate change for residential building in a humid subtropical region /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=607927</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    The impact of climate adaptation measures on the thermal comfort of residential buildings in Pakistan /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608645</link>
        
       <description><![CDATA[









	   <p>By Abdullah. 
	   
                        . 65p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608645">Place Hold on <em>The impact of climate adaptation measures on the thermal comfort of residential buildings in Pakistan /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608645</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Analysis of the effect of passive measures on the energy consumption and zero-energy prospects of residential buildings in Pakistan /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608659</link>
        
       <description><![CDATA[









	   <p>By ANWAR , MUHAMMAD WASIM . 
	   
                        . 64p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608659">Place Hold on <em>Analysis of the effect of passive measures on the energy consumption and zero-energy prospects of residential buildings in Pakistan /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608659</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Impact of Climate Change on the Future Energy Demand and Energy Efficiency of Buildings in Pakistan /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608665</link>
        
       <description><![CDATA[









	   <p>By  Hamza ,Ameer. 
	   
                        . 59p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608665">Place Hold on <em>Impact of Climate Change on the Future Energy Demand and Energy Efficiency of Buildings in Pakistan /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608665</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Design and Analysis of a High Altitude Platform (HAP) for Providing Backhaul Connectivity /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608674</link>
        
       <description><![CDATA[









	   <p>By REHMAN , ABDUR . 
	   
                        . 122p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608674">Place Hold on <em>Design and Analysis of a High Altitude Platform (HAP) for Providing Backhaul Connectivity /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608674</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Computational Analysis of Heat Wave and its Mitigation in an Urban Microclimate /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608692</link>
        
       <description><![CDATA[









	   <p>By Mohsin , Moiz . 
	   
                        . 63p, ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608692">Place Hold on <em>Computational Analysis of Heat Wave and its Mitigation in an Urban Microclimate /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608692</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Spacer Design for Membrane Distillation Module Using CFD /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608743</link>
        
       <description><![CDATA[









	   <p>By Aitzaz ,Ali . 
	   
                        . 48p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608743">Place Hold on <em>Spacer Design for Membrane Distillation Module Using CFD /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608743</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Effectiveness of Passive Adaptation Measures Against Climate Change for Building Thermal Performance  /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608745</link>
        
       <description><![CDATA[









	   <p>By  Sajjad , Talha. 
	   
                        . 61p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608745">Place Hold on <em>Effectiveness of Passive Adaptation Measures Against Climate Change for Building Thermal Performance  /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608745</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Effectiveness of Passive Adaptation Measures Against Climate Change for Buildings in Hot, Humid and Desert Climate /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608746</link>
        
       <description><![CDATA[









	   <p>By  Saeed , Owais. 
	   
                        . 75p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608746">Place Hold on <em>Effectiveness of Passive Adaptation Measures Against Climate Change for Buildings in Hot, Humid and Desert Climate /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608746</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Numerical Analysis of Novel Savonius type Hydrokinetic Turbine /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608752</link>
        
       <description><![CDATA[









	   <p>By Khan ,Zain Ullah . 
	   
                        . 72p. ;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608752">Place Hold on <em>Numerical Analysis of Novel Savonius type Hydrokinetic Turbine /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608752</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Buckling Analysis of Composite Cylindrical Shells with Multiple Cutouts /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608812</link>
        
       <description><![CDATA[









	   <p>By Raja ,Adil Abid . 
	   
                        . 57p .;
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608812">Place Hold on <em>Buckling Analysis of Composite Cylindrical Shells with Multiple Cutouts /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608812</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Numerical Analysis on 3D Microfluidic Paper Based Analytical Device /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608922</link>
        
       <description><![CDATA[









	   <p>By Abid, Zeeshan . 
	   
                        . 56p.
                        , Paper-based microfluidics are microfluidic devices that consist of a series of hydrophilic
cellulose or nitrocellulose fibers that transport fluid from an inlet through the porous medium to
a desired outlet or region of the device, by means of capillary action. Paper is abundant and
compatible with many chemical/biochemical/medical applications, it is easy to use, disposable,
equipment free, and its high surface area improves detection limits for colorimetric method, its
ability to store reagents in active form within the fiber network. It provides a novel system for
fluid handling and fluid analysis for a variety of applications including health diagnostics,
environmental monitoring as well as food testing. It has been used from spot tests for metals and
paper chromatography to lateral flow immunoassays and later now as multilayered (µPADs).
Different technologies has been adopted in past for fabrication of (µPADs). The fundamental
principle underlying these fabrication techniques is to pattern hydrophilic-hydrophobic contrast
on a sheet of paper in order to create micron-scale (i.e., hundreds to thousands of micrometers)
capillary channels on paper. Their widespread adoption has been limited by slow flow rates of
fluid passing through it, shelf life of enzyme/reagent stored on paper, coffee ring effect in which
there is non-uniform distribution of reagent due to hydrophobic boundary, theoretical modeling
which accurately depicts behavior of fluid flow through multilayered µPADs considering all
design parameters, non-homogenous paper causes anisotropic properties. In counter to that in
this present work, numerical analysis of impact of various design parameters on the performance
of single and multilayered paper based microfluidic analytical devices (µPADs) is performed, in
order to find effect of different design parameters on velocity of fluid e.g. porosity, permeability,
capillary angle, gap height, surface tension, dynamic viscosity, paper thickness, paper width etc.
Based on the results of numerical analysis, it is concluded that permeability, gap height,
interfacial tension, paper thickness are directly proportional with the velocity of fluid and the
remaining design parameters dynamic viscosity, capillary angle are inversely proportional with
the velocity of fluid, porosity doesn’t affect velocity value. Whatman filter paper grade 4 is
recommended for single layered and multilayered microPADs, because velocity of fluid is found
to be 1.3 mm/s in case of single layered microPADs. Maximum gap height that is beneficial for
velocity enhancement in multilayered microPADs is 400 µm. Optimum value of paper width is
found to be 0.02m for enhanced velocity. Based on these findings one can manufacture paper
material of certain desired properties to get favorable results and can also fabricate multilayered
microPADs while keeping gap height behavior under consideration.
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=608922">Place Hold on <em>Numerical Analysis on 3D Microfluidic Paper Based Analytical Device /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=608922</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Effects of various parameters on Net-Zero Energy Buildings design /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=609072</link>
        
       <description><![CDATA[









	   <p>By Riaz, M Wasiq . 
	   
                        . 63p.
                        , Due to increase in climate change and urbanization, Net Zero Energy Buildings are one of the most
effective solutions in energy and building sectors. Techniques to decrease the cooling and heating
loads have been applied to buildings for centuries such as vernacular design. The challenge
researchers are facing in the current weather scenario is to retrofit different energy efficiency
measures to decrease energy load. These measures can be passive or active measures. In previous
research, energy refurbishment using more than five energy efficiency measures lacks for sub
tropic humid regions. The use of cork as insulation and heat pumps as energy efficiency measures
has not been performed before for sub tropic humid region. In this research, a building is modeled
with climatic data of Islamabad. It is later calibrated with mean bias error and calibration signature.
After the verification of simulated building, six energy efficiency measures are applied such as
insulation on external wall, insulation on roof, improvement of transparent objects, insulation on
ground floor, change of HVAC system and solar PV panels. First passive measures are applied to
the model and then active measures. Each energy efficiency measure is chosen on the basis of
availability, net present value and discounted payback time. The main concept behind the research
is to decrease the primary energy consumption of the building and excess energy can be exported.
After the implementation of EEM, it was observed that parameter with high effect on primary
energy consumption is as insulation on external with lowest effect that was of insulation on ground.
Solar panels are modeled in such a way that it provides excess energy for net metering. The
challenge to decrease the primary energy consumption can be solved by these measures. The policy
makers, engineers and architects can benefit from this research to further research on weather like
Islamabad that is sub tropic humid.
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=609072">Place Hold on <em>Effects of various parameters on Net-Zero Energy Buildings design /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=609072</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Numerical Analysis of Aerodynamic Characteristics of Multi-Pod Hyperloop System /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=609138</link>
        
       <description><![CDATA[









	   <p>By Mirza, M Omer . 
	   
                        . 103p.
                        , The Hyperloop system is a new and innovative mode of transportation, in which high-speed
pods move through near-vacuum tubes. In this study, a multi-pod Hyperloop system was
analyzed using numerical simulations at different values of distance between the pods (i.e., 2L to
4L). The numerical simulations were conducted using an unsteady, compressible solver with the
Reynolds-average Naiver Stokes model to determine the effect of distance between the pods on
the aerodynamic characteristics and pressure wave behaviour in the Hyperloop system.
Moreover, the aerodynamic drag and pressure wave characteristics were determined theoretically
based on the quasi-one-dimensional conditions to compare them to the numerical results. The
flow conditions around the pods were divided into three different flow regimes based on the
speed of the pods. In the flow regime 1 ( ), the compression waves develop into
normal shock waves for the second pod without the occurrence of the choking of the flow at the
throat. However, no shock wave occurs for the first pod due to the interaction of the low-pressure
expansion wave and high-pressure compression wave at the tail of the first pod. Moreover,
increasing the distance between the pods results in smoothening of the pressure distribution
around the pods. In the flow regime 2 ( ), choking happens at the throat of the
second pod and an oblique shock wave starts to appear within the tail section of the pod.
Moreover, no chocking is observed for the tail section of the first pod, due to the low-pressure
expansion wave and high-pressure compression wave between the two pods. Increasing the
distance between the pods delays the interaction of the two waves, but overall due to the highpressure value at the tail of the first pod, no shockwave phenomenon is observed. In the flow
regime 3 ( ), the oblique shock wave at the tail of the second pod is
swept to the larger length and finally achieves a constant pressure value. Whereas an oblique
Page 11 of 103
shock wave starts to appear at the tail section of the first pod. Another major change that is
observed is the decrease in the drag force value with the increase in the distance between the
pods at all pod speeds. Increasing the distance between the pods results in smooth interaction
between the trailing oblique shock wave of the first pod and the leading normal shock wave of
the second pod. This results in a lower pressure value at the tail end of the first pod and at the
head of the second pod, which results in a low value of pressure difference between the head and
tail sections of the pods and hence, a decrease in the total drag value. Based on this study, it is
found that increasing the distance between the pods delays the pressure waves interaction which
in turn results in a decrease in the total drag value. 
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=609138">Place Hold on <em>Numerical Analysis of Aerodynamic Characteristics of Multi-Pod Hyperloop System /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=609138</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    On the Predicted Effectiveness of Climate Change Adaptation Measures for Outdoor Thermal Comfort using CFD/






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=609551</link>
        
       <description><![CDATA[









	   <p>By Zeeshan Muhammad . 
	   
                        . 123,p;
                        
                         30,cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=609551">Place Hold on <em>On the Predicted Effectiveness of Climate Change Adaptation Measures for Outdoor Thermal Comfort using CFD/</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=609551</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    On the Predicted Effectiveness of Climate Change Adaptation Measures for Outdoor Thermal Comfort using CFD / 






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=610772</link>
        
       <description><![CDATA[









	   <p>By Zeeshan, Muhammad . 
	   
                        . 145p.
                        , The urban heat island (UHI) phenomenon has become a major concern for
urban sustainability in the wake of global warming and rapid urbanization. This has
resulted in increased heat stress and worsened outdoor thermal comfort in urban
microclimates. Vegetation, water bodies, and cool materials are one of the most
effective strategies to alleviate the adverse effects of rising outdoor temperatures.
Computational fluid dynamics (CFD) has established itself as a valuable tool to model
various urban physics phenomena and develop climate change and UHI mitigation
and adaptation strategies. However, there exist certain numerical modeling aspects
which require further insight. In this work, CFD simulations have been performed to
analyze the effect of more realistic vegetation modeling parameters. The vegetation
modeling parameters include the actual form drag coefficient and the variable tree
transpiration rate. In addition to that, thermal comfort effectiveness of different tree
species with its various morphological characteristics, cool materials’ albedo, and
water bodies have also been studied in individual and in combination for a real urban
area. The morphological characteristics/parameters include trunk height (HT), crown
diameter (CW), crown height (CH), and leaf area density (LAD). The wind flow and
heat transfer phenomena are simulated using the unsteady Reynolds-averaged Navier–
Stokes (URANS) approach.
The simulations were performed with proposed adaptation measures for a real
urban area having hot-humid climatic conditions under heat wave conditions. It has
been found that for the studied climatic conditions, the consideration of more realistic
values of these parameters can yield significant variation in the determination of
cooling potential and flow characteristics of applied vegetation. Of all the
morphological characteristics, LAD, crown height, and trunk height are found to be
most influential in providing thermal comfort. Water bodies promotes improved
thermal conditions and urban ventilation in spatial direction. Water and vegetation
interventions promote the cooling effect by resulting in low ambient air and surface
temperature i.e. 0.9 °C and 3.5 °C; 0.3 °C and 3 °C respectively when compared with
reference case. Cool materials, when applied simultaneously on both buildings and
ground, generate a more pronounced cooling effect than when applied separately on
ground or the buildings as it results in a large reduction of air and surface temperature
i.e., of 2 °C and 6 °C respectively. Furthermore, the impact becomes more significant
for collective application of these adaptation measures. Cool materials when combined
with vegetation and water results in large reduction i.e. 2.2 °C and 1.9 °C in air
temperature; and 5.9 °C and 9 °C in surface temperature was observed respectively
compared to the reference case. For air flow velocity, it is highest for combined cool
materials with water with peak effect at the time of highest solar irradiance. The
analysis shows that the proposed interventions can effectively decrease surrounding
temperature and promote airflow; thereby promoting thermal comfort conditions.
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=610772">Place Hold on <em>On the Predicted Effectiveness of Climate Change Adaptation Measures for Outdoor Thermal Comfort using CFD / </em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=610772</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Analysis of Enhanced Heat Transfer Characteristics of Geothermal Coaxial and Finned Borehole Heat Exchanger /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=610987</link>
        
       <description><![CDATA[









	   <p>By Ameen, Muhammad . 
	   
                        . 63p.
                        , Geothermal energy has been recognized as a reliable and continuous resource of
renewable energy. In the past, numerous investigations have been conducted to increase
the thermal performance of the coaxial borehole heat exchangers. Previous research
efforts have focused on parametric studies, incorporated the use of vortex generators
and multiple external chambers. While the effect of fins on various configurations, such
as U-tube, spiral tubes and horizontal type heat exchangers have been studied, there is
a lack of research on their impact on geothermal coaxial borehole heat exchangers. In
this study the effect of longitudinal fins on coaxial borehole heat exchanger (CBHE)
was evaluated using CFD software. Transient simulations were performed for the
period of 24 hours for cooling operation at different flow rates i.e 4L/min and 8L/min.
Fin lengths of 5mm, 10mm, 15mm and 20mm were evaluated to determine optimum
fin length. At optimum fin length of 15mm, it was observed that heat transfer rate per
unit length was increased by 18% at 4L/min and 22% in case of 8L/min flow rate which
indicates the increase in CBHE efficiency. This research establishes a foundation for
future investigations of finned ground heat exchangers which can contribute towards a
sustainable and efficient energy solution.

                         Soft Copy. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=610987">Place Hold on <em>Analysis of Enhanced Heat Transfer Characteristics of Geothermal Coaxial and Finned Borehole Heat Exchanger /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=610987</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Numerical Investigation of Non - Sinusoidal Pitching motion on Semi Active Flexible Flapping Hydrofoil /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=611041</link>
        
       <description><![CDATA[









	   <p>By Naseer, Hassan . 
	   
                        . 90p.
                        , The numerical investigation based on the effect of trapezoidal pitching motion along with
chordwise deformation on the energy extraction performance of semi active flapping
hydrofoil is performed. The effect of flexibility along the chord for semi active flapping
based on non – sinusoidal motion is not explored until now. Therefore, the incompressible
Navier – Stokes equation are solved using finite volume approach. The explicit Runge –
Kutta method are modelled for estimation of displacement, velocity and acceleration of
hydrofoil. Firstly, the optimal parameters are identified based on the pitching amplitude θ0
= 75o
and flapping frequency f* = 0.16 due to sinusoidal motion. Then the effect on power
extraction and efficiency due to non – sinusoidal motion (β) with variation in flapping
frequency (f*), pitching amplitude (θ0), and flexure affect (α) along the chord are performed
and compared with optimum efficiency achieved due to sinusoidal motion along with
respective rigid hydrofoil. The power extraction and efficiency based on the transformation
of pitching motion towards non – sinusoidal till β = 1.5 with flexible hydrofoil is greater
than the optimum efficiency based on rigid hydrofoil at non – optimal parameters (θ0 = 65
o
and f* = 0.14). However, the performance of hydrofoil due to chordwise flexure (α) and
non – sinusoidal motion (β) at optimum amplitude (θ0 = 75o
) remains lower than the
optimum efficiency except at β = 1.25 and α = 20%, where same as optimum efficiency is
achieved. Therefore, it is suggested that flexible hydrofoil with non – sinusoidal motion is
effectively contributing at non – optimal parameters θ0 = 65
o with 43.17% rise in efficiency
w.r.t rigid hydrofoil.

                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=611041">Place Hold on <em>Numerical Investigation of Non - Sinusoidal Pitching motion on Semi Active Flexible Flapping Hydrofoil /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=611041</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Numerical Investigation of Hexacopter Downwash Airflow Field at Various Flight Speeds and Heights for Agricultural Spraying Operation. /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=611382</link>
        
       <description><![CDATA[









	   <p>By Yawar Abbas, Muhammad . 
	   
                        . 64p. ;
                        , Multirotor Unmanned Aerial Vehicles (UAVs) as agricultural spraying drones have now become an integral part of the modern agricultural system. They are being used for spraying on the crops to protect the plants from different types of pests. When spray is distributed on the crops, it flows away from the target because of the wind field being created around the UAV. The downwash effect produced by the UAV significantly influences the spray deposition on crops. The downwash airfield generated by the hexacopter brings droplets to the crops, increasing the droplets’ deposition on the crops. Lattice Boltzmann Method was applied using CFD package XFlow to study the downwash field created by the hexacopter. The primary focus of the research is the downwash airflow field generated by the hexacopter that affects the motion distribution of droplets released from the sprayer at different flight speeds and altitudes. Previous research is limited to downwash effects on a drone with a wheelbase of 1000 mm. In this study, the downwash effect on a hexacopter drone with a spraying capacity of 30L and a wheelbase of 1900 mm is studied. We compared the results of our larger-wheelbase UAV with existing benchmarks. The UAV showed enhanced performance, achieving coverage and penetrable areas approximately double those of the benchmark. Based upon the results, the optimum flight height and flight velocity for spraying operation are 3 m and 4 ms-1 respectively under the condition of coverage and penetrable area.
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=611382">Place Hold on <em>Numerical Investigation of Hexacopter Downwash Airflow Field at Various Flight Speeds and Heights for Agricultural Spraying Operation. /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=611382</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Effectiveness of Passive Measures on Energy Efficiency and Carbon Production of Commercial Building in Various Climate Zones /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=612174</link>
        
       <description><![CDATA[









	   <p>By Hussain ,Rohan . 
	   
                        . 65p. ;
                        
                         Soft Copy . 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=612174">Place Hold on <em>Effectiveness of Passive Measures on Energy Efficiency and Carbon Production of Commercial Building in Various Climate Zones /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=612174</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Numerical Analysis of Blended Wing Body VTOL UAV: Investigating Aerodynamic Characteristics Under Various Pylon Configurations /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=612330</link>
        
       <description><![CDATA[









	   <p>By  Illahi ,Rabeyia Manzoor. 
	   
                        
                        
                         30cm.. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=612330">Place Hold on <em>Numerical Analysis of Blended Wing Body VTOL UAV: Investigating Aerodynamic Characteristics Under Various Pylon Configurations /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=612330</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Design of a Novel Spectral Learnable Dynamic Feature Map Semantic Segmentation Model /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=614793</link>
        
       <description><![CDATA[









	   <p>By Saleem, Mugheera . 
	   
                        . 131p.
                        , In Computer Vision models, downsampling is a strategy to compress contextual
information spatially while improving model flexibility by adding depth to the layer outputs.
Traditionally, downsampling ratios in segmentation models have been governed by the model
architecture and have remained fixed while being treated as a hyperparameter. Although some
research has been conducted to introduce learnable downsampling in image classification,
similar strategies have not been adopted in segmentation due to the issues in managing dynamic
feature maps while performing upsampling. AdaUNet is an efficient semantic segmentation
model with a novel encoder-decoder design. The encoder incorporates a differentiable stride
learning mechanism and spectral attention to adaptively determine downsampling rates,
reducing redundant spatial information and computational costs. The decoder uses a hypernetwork-based super-resolution model called Continuous Upsampling Filters (CUF) to
smoothly recover high-resolution outputs. This design allows AdaUNet to be the first
segmentation model that optimizes the size of the intermediate feature maps, reducing them by
up to 50 times compared to traditional fixed-pooling methods, drastically cutting FLOPs and
activation memory. On half-size image resolution of Cityscapes, AdaUNet achieves a 61.8%
mean IoU using just 7.4M parameters and 29.36 GFLOPs, outperforming models like
SegFormer and HRNet-V2. On the CamVid (256×256) dataset, the model scores a 72.33%
mean IoU with only 3.14 GFLOPs. Furthermore, a Cityscapes-pretrained AdaUNet surpasses
an ImageNet-1k pretrained (ResNet-101) DeepLabv3 model by 5% on CamVid while requiring
around 20 times fewer FLOPs and 8 times less parameters. The proposed model is highly
suitable for resource-constrained environments where high accuracy and low computational
cost are critical.
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=614793">Place Hold on <em>Design of a Novel Spectral Learnable Dynamic Feature Map Semantic Segmentation Model /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=614793</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Long-Term Temperature Forecasting using Deep Learning and Extreme Indices Computation /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=614826</link>
        
       <description><![CDATA[









	   <p>By Munir, Safdar . 
	   
                        . 105p.
                        , Climate change has intensified the demand for accurate long-term temperature forecasting,
particularly in highly vulnerable regions such as Pakistan, where rising temperatures and
extreme events threaten agriculture, water security, public health, and infrastructure.
Conventional climate models, including General Circulation Models (GCMs) and Regional
Climate Models (RCMs), provide essential large-scale projections but face constraints in
spatial resolution, computational cost, and applicability in data-scarce contexts. Recent
advances in deep learning offer powerful alternatives, capable of capturing complex nonlinear relationships and producing high-resolution forecasts that can also inform the
computation of extreme climate indices. This study integrates DL based forecasting with
extreme temperature index computation to generate actionable insights for adaptation
planning in Major Cities of Pakistan. Daily temperature data from the EC-EARTH3-VEG
climate model (converted to °C) were bias-corrected using quantile mapping under two
Shared Socioeconomic Pathways (SSP4.8 and SSP5.85). After data preprocessing multiple
deep learning models LSTM, CNN-LSTM, Transformer, Transformer XL and Deep
Ensemble with Monte Carlo (MC) Dropout, were trained on 1980–2040 data and evaluated
for 2040–2050 and then forecasted till 2100. Model was assessed using MAE, RMSE, R²
with MC dropout. Deep Ensemble outperformed all the single model (MAE = 0.4588;
RMSE = 0.751; R² = 0.992). Projections indicate a Tmax rise of ~2–4 °C and Tmin rise of
~1.5–3 °C by 2100. According to extreme climates indices calculation there continue to be
increases in warming, especially with regards to more heat waves that last longer in
addition to increases in the number of hot days and warm nights as well as fewer frost days.
The warming of nights more than the warming of days, closing the diurnal temperature
range. There is also more total precipitation which is distributed in a growing number of
days, and longer periods of rain which means that heavier rains are becoming less common,
which indicates the beginnings of a warmer, more humid, but drier and stressed climate.
The study highlights that DL Ensemble frameworks can deliver robust, long term
temperature projections and calculation of extreme indices for 25 major cities of Pakistan
and for sake of brevity only data of Lahore, Karachi, Quetta and Gilgit city shown in paper
reset are in appendix.
                         30cm. 
                        
       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=614826">Place Hold on <em>Long-Term Temperature Forecasting using Deep Learning and Extreme Indices Computation /</em></a></p>

						]]></description>
       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=614826</guid>
     </item>
	 
     <atom:link rel="search" type="application/opensearchdescription+xml" href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-search.pl?&amp;sort_by=&amp;format=opensearchdescription"/>
     <opensearch:Query role="request" searchTerms="" startPage="" />
     <item>
       <title>
    Cross-CvT: An Encoder-Decoder Multi-Level CrossAttentional Architecture for Semantic Segmentation /






</title>
       <dc:identifier>ISBN:</dc:identifier>
        
        <link>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=614839</link>
        
       <description><![CDATA[









	   <p>By Shah, Syed Muhammad Ammar . 
	   
                        . 100p.
                        , Convolutional Neural Network (CNN) based semantic segmentation algorithms have been
widely used in encoder-decoder framework for semantic segmentation due to their ability
to extract local information efficiently but lack the receptive field to handle long-range
dependencies, especially in shallow layers. Transformer-based algorithms have the
capability to extract global features due to their inherent attention mechanism but require
large amounts of data and computational power to perform at their full potential. Hybrid
CNN-Transformer algorithms are being explored to utilize the strengths of the approaches.
This work introduces one such algorithm called Cross-CvT, which is inspired by
Convolutional Vision Transformer (CvT) paradigm. The encoder adopts the standard CvT
design, employing convolutional patch embeddings and convolutional transformer blocks,
where each MLP feed-forward layer is replaced by an inverted residual block to introduce
local context. The decoder mirrors this design but uses learned upsampling through
transposed convolutions by replacing convolutional patch embeddings. Skip connections
link corresponding encoder and decoder stages, augmented by cross-attention modules that
allow decoder feature queries to attend to encoder outputs, enabling rich multi-scale feature
fusion. The proposed architecture preserves the transformer’s global context while
reintroducing CNN-like inductive biases for detailed high-resolution segmentation. We
evaluate Cross-CvT on the Cityscapes benchmark and achieved a mean Intersection over
Union score of 52.3%, which competes with the state-of-the-art approaches in the realm of
semantic segmentation, which highlights the effectiveness of the Cross-CvT design for
semantic segmentation.
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       </p>

<p><a href="http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-reserve.pl?biblionumber=614839">Place Hold on <em>Cross-CvT: An Encoder-Decoder Multi-Level CrossAttentional Architecture for Semantic Segmentation /</em></a></p>

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       <guid>http://catalogue.nust.edu.pk:8081/cgi-bin/koha/opac-detail.pl?biblionumber=614839</guid>
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