Md. Manjurul Hussain, Ishtiak Mahmud
Trend analysis is one of the most important measurements in studying time series data. Both parametric and non-parametric tests are commonly used in trend analysis. Parametric tests require data to be independent and normally distributed. On the other hand, non-parametric trend tests require only th...
Ishtiak Mahmud, Mohtarima Begum Medha, M. Hasanuzzaman
Mahmudul Hasan, Kazi Faizul Azim, Aklima Begum, Noushin Anika Khan et al.
Marburg virus is known to cause a severe hemorrhagic fever (MHF) in both humans and non-human primates with high degree of infectivity and lethality. To date no approved treatment is available for Marburg virus infection. A study was employed to design a novel chimeric subunit vaccine against Marbur...
Ishtiak Mahmud, Sheikh Hefzul Bari, M. Tauhid Ur Rahman
Rainfall is one of the most important phenomena of the natural system. In Bangladesh, agriculture largely depends on the intensity and variability of rainfall. Therefore, an early indication of possible rainfall can help to solve several problems related to agriculture, climate change and natural ha...
Mahmudul Hasan, Kazi Faizul Azim, Md. Abdus Shukur Imran, Ishtiak Malique Chowdhury et al.
Multidrug-resistant Vibrio parahaemolyticus has become a significant public health concern. The development of effective drugs and vaccines against Vibrio parahaemolyticus is the current research priority. Thus, we aimed to find out effective drug and vaccine targets using a comprehensive genome-bas...
Ishtiak Mahmud, Nahid‐Al Masood, Atik Jawad
Md. Manjurul Hussain, Sheikh Hefzul Bari, Ishtiak Mahmud, Mohammad Istiyak Hossain Siddiquee
Time series of future streamflow plays a vital role in planning, designing, and management of the water resources system. There are many forecasting methods available and most of them are rather simple to the extent that they fail to perform adequately in capturing complex relationships between vari...
Md. Manjurul Hussain, Ishtiak Mahmud, Sheikh Hefzul Bari
The pyHomogeneity package is a pure python package for performing homogeneity tests. The homogeneity test is applied to detect one (or more) change-point/breakpoint in the time series or sequential data. It is one of the essential tests for time series data (e.g. financial time series, hydrology, cl...
Ishtiak Mahmud, Mohtarima Begum Medha, Md. Ziaur Rahman Khan
A dynamic pricing-based peer to peer electricity sharing among solar homes in an off-grid rural area is presented here. The price is based on the forecasted supply and demand gap. Recurrent neural networks have been used for forecasting. All the solar homes are categorized into different clusters an...
Mahmudul Hasan, Kazi Faizul Azim, Abdus Shukur Imran, Ishtiak Malique Chowdhury et al.
Abstract Multidrug-resistant Vibrio parahaemolyticus has become a significant threat to human health as well as aquaculture, prioritizing the development of effective drug and vaccine candidates. Hence, the study was designed to identify novel therapeutics using a comprehensive genome-based analysis...
Abu Sufian, Sakib Mahmud Khan, Ishtiak Ahmed, Niloy Saha
Road traffic accidents and overall safety issues are dreadfully integrated with the fragile transportation system of Bangladesh like many other developing countries in the world. Tragic trends of fatal personal injuries and property damages have become a regular phenomenon and only a through safety ...
Atik Jawad, Kazi Ishrak Ahmed, Ishtiak Mahmud, Nahid Al-Masood
The replacement of synchronous generators in the power grid with utility-scale Photovoltaic (PV) plants brings about major concerns regarding frequency stability. To address this issue, the Supercapacitor Energy Storage System (SCESS) offers a promising solution by providing rapid virtual inertia su...
Atik Jawad, Nahid Al-Masood, Ishtiak Mahmud
The increased penetration of photovoltaic (PV) systems into conventional grids affects the frequency stability of such grids substantially. Instead of depending on expensive external storage systems to address the stability concern, PV systems can take part in frequency regulation via the deloading ...
Md. Akhter Hossain Sarker, Ishtiak Mahmud
In recent years Environment pollution is the most concerned issue.Awareness growing to save the environment.In Bangladesh, burnt clay brick is the most commonly used building material.Which produce a significant amount of greenhouse gasses and also it destroys a huge amount of agricultural land ever...
Khandakar Mohammad Ishtiak, Safayat-Al-Imam, Nahyan Al Mahmud
In this work, the implementation of the novel quaternary algebra over the larger quaternary multiplexer and demuliplexer are performed. Both arbitrary multiplexer and demultiplexer are designed using the larger quaternary encoders and decoders respectively. This design validates the quaternary algeb...