Physics-guided, physics-informed, and physics-encoded neural networks in scientific computing

SA Faroughi, N Pawar, C Fernandes, M Raissi… - arXiv preprint arXiv …, 2022 - arxiv.org
Recent breakthroughs in computing power have made it feasible to use machine learning
and deep learning to advance scientific computing in many fields, including fluid mechanics …

[HTML][HTML] Web phishing detection using web crawling, cloud infrastructure and deep learning framework

LM Abdulrahman, SH Ahmed, ZN Rashid… - Journal of Applied …, 2023 - jastt.org
The pandemic of COVID-19 obliges citizens to follow the “work from home “scheme. The
Internet is also a powerful channel for social connections. The huge dependency of people …

[PDF][PDF] A survey of optical fiber communications: challenges and processing time influences

FQ Kareem, SR Zeebaree, HI Dino… - Asian Journal of …, 2021 - researchgate.net
Optical fibers are utilized widely for data transmission systems because of their capacity to
carry extensive information and dielectric nature. Network architectures utilizing multiple …

Physics-guided, physics-informed, and physics-encoded neural networks and operators in scientific computing: Fluid and solid mechanics

SA Faroughi, NM Pawar… - Journal of …, 2024 - asmedigitalcollection.asme.org
Advancements in computing power have recently made it possible to utilize machine
learning and deep learning to push scientific computing forward in a range of disciplines …

Performance analysis of enterprise cloud computing: a review

HS Malallah, R Qashi, LM Abdulrahman… - Journal of Applied …, 2023 - jastt.org
Cloud computing has swiftly established itself as the norm in its field as a result of the
advantages described above. In an attempt to reduce the amount of time spent on …

[PDF][PDF] SQL injection attacks prevention system technology

FQ Kareem, SY Ameen, AA Salih… - Asian Journal of …, 2021 - researchgate.net
The vulnerabilities in most web applications enable hackers to gain access to confidential
and private information. Structured query injection poses a significant threat to web …

[PDF][PDF] Deep learning approaches for intrusion detection

AA Salih, SY Ameen, SR Zeebaree… - Asian Journal of …, 2021 - academia.edu
Recently, computer networks faced a big challenge, which is that various malicious attacks
are growing daily. Intrusion detection is one of the leading research problems in network …

[HTML][HTML] Document Clustering in the Age of Big Data: Incorporating Semantic Information for Improved Results

SH Haji, A Al-zebari, A Sengur, S Fattah… - Journal of Applied …, 2023 - jastt.org
There has been a meteoric rise in the total amount of digital texts as a direct result of the
proliferation of internet access. As a direct result of this, document clustering has evolved …

[PDF][PDF] Secure data transfer over internet using image steganography

DM Abdullah, SY Ameen, N Omar… - Asian Journal of …, 2021 - researchgate.net
Whether it's for work or personal well-being, keeping secrets or private information has
become part of our everyday existence. Therefore, several researchers acquire an entire …

Discussing the Spectra of Physics-Enhanced Machine Learning via a Survey on Structural Mechanics Applications

M Haywood-Alexander, W Liu, K Bacsa, Z Lai… - arXiv preprint arXiv …, 2023 - arxiv.org
The intersection of physics and machine learning has given rise to a paradigm that we refer
to here as physics-enhanced machine learning (PEML), aiming to improve the capabilities …