This document outlines a project plan for constructing roads and sidewalks in an urban development called La Planicie in Junin, Peru. It provides details of the project scope, estimated costs totaling over 1 million soles, and a 3 month schedule showing the planned progress of different items like paving, sidewalks, drainage, and utilities. The bulk of the work is scheduled for the second and third months.
this report was made by 3rd stage students of University of Duhok/ College of Engineering - Architecture Department in Duhok city of Northern Iraq. as part of the academic studies of the first semester year of 2016/2017.
JLL Grand Rapids Office Insight & Statistics - Q3 2019Harrison West
While rent growth has leveled off in the Grand Rapids office market, vacancies compressed further in the third quarter. Average asking rents are $18.74 per square foot across the market, while market-wide vacancy currently sits at 8.5 percent, down 1.7 percent over the same period. The high-profile Warner Building development delivered fully-leased in August, adding 118,000 square feet to the downtown Class A inventory.
The project is currently in an under-construction stage with the possession scheduled to be in possession on Oct 21. Sector 48 is bordered by important roads that render smooth connectivity to other major places of the city. There are also hospitals, schools, malls, banks and parks in the area.
this report was made by 3rd stage students of University of Duhok/ College of Engineering - Architecture Department in Duhok city of Northern Iraq. as part of the academic studies of the first semester year of 2016/2017.
JLL Grand Rapids Office Insight & Statistics - Q3 2019Harrison West
While rent growth has leveled off in the Grand Rapids office market, vacancies compressed further in the third quarter. Average asking rents are $18.74 per square foot across the market, while market-wide vacancy currently sits at 8.5 percent, down 1.7 percent over the same period. The high-profile Warner Building development delivered fully-leased in August, adding 118,000 square feet to the downtown Class A inventory.
The project is currently in an under-construction stage with the possession scheduled to be in possession on Oct 21. Sector 48 is bordered by important roads that render smooth connectivity to other major places of the city. There are also hospitals, schools, malls, banks and parks in the area.
Quantifying the impact of micro vehicles on trips, vehicle miles traveled (VMT) and the present value of transportation. Presentation at the second Micromobility Summit, Techfestival, Copenhagen, September 5, 2018.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Quantifying the impact of micro vehicles on trips, vehicle miles traveled (VMT) and the present value of transportation. Presentation at the second Micromobility Summit, Techfestival, Copenhagen, September 5, 2018.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
