A novel framework based on explainable AI and genetic algorithms for designing neurological medicines

V Singh, SK Singh, R Sharma - Scientific Reports, 2024 - nature.com
The advent of the fourth industrial revolution, characterized by artificial intelligence (AI) as its
central component, has resulted in the mechanization of numerous previously labor …

Stack-AVP: A Stacked Ensemble Predictor Based on Multi-view Information for Fast and Accurate Discovery of Antiviral Peptides

P Charoenkwan, P Chumnanpuen… - Journal of Molecular …, 2024 - Elsevier
AVPs, or antiviral peptides, are short chains of amino acids capable of inhibiting viral
replication, preventing viral entry, or disrupting viral membranes. They represent a promising …

Bioactive Phyto-Compounds with Antimicrobial Effects and AI: Results of a Desk Research Study

S Mihaylova, A Tsvetkova, E Georgieva, D Vankova - Microorganisms, 2024 - mdpi.com
Resistance of microorganisms to antibiotics represents a formidable global challenge,
manifesting in intricate public health ramifications including escalated mortality rates and …

Topology-based protein classification: A deep learning approach

AS Hashemi, II Vaisman - Biochemical and Biophysical Research …, 2025 - Elsevier
Abstract Utilizing Artificial Intelligence (AI) in computational biology techniques could offer
significant advantages in alleviating the growing workloads faced by structural biologists …

A Thermal Runaway Early Warning Method for Electric Vehicles Based on Hybrid Neural Network Model

YM Cheng, DX Gao, FM Zhao, Q Yang - Journal of Electrical Engineering …, 2024 - Springer
New energy vehicle has gradually become a new trend in global transportation
development due to the renewable and environmentally friendly fuel they consume. At the …

Using explainable AI and genetic algorithms to drive the discovery of novel antiviral molecules

V Singh, R Sharma, S Kumar… - 2023 International …, 2023 - ieeexplore.ieee.org
The COVID-19 pandemic has prompted the scientific community to expedite therapeutic
drug discovery. The partnership between biomedical scientists and artificial intelligence (AI) …

Topology-Based Protein Classification Using Deep Learning

AS Hashemi - 2024 - search.proquest.com
Abstract Utilizing Artificial Intelligence (AI) in computational biology techniques could offer
significant advantages in alleviating the growing workloads faced by structural biologists …