Research Articles
Overcoming Data Scarcity in Protein Engineering: AI-Driven Strategies for Success with Limited Experimental Data
This article provides researchers, scientists, and drug development professionals with a comprehensive framework for advancing protein engineering projects when experimental data is scarce.
Deep Learning for Protein Representation Encoding: From Sequence to Structure in Computational Biology
Protein representation learning (PRL) has emerged as a transformative force in computational biology, enabling data-driven insights into protein structure and function.
From Sequence to Therapy: Decoding Protein Structure-Function Relationships for Advanced Research and Drug Development
This article provides a comprehensive analysis of the protein sequence-structure-function relationship, a cornerstone of molecular biology with critical implications for biomedical research and therapeutic discovery.
Protein Data Characterization for Deep Learning: A Comprehensive Guide for Biomedical Research and Drug Discovery
This article provides a comprehensive overview of modern protein data characterization for deep learning applications.
The Unseen Power of an Ancient Microbe: How Methanosarcina mazei Is Revolutionizing Biotechnology and Medicine
Discover how Methanosarcina mazei, an ancient methanogenic archaeon, is transforming biotechnology and medicine through its unique metabolic capabilities and genetic tools.
Lighting Up Plant Health: How Size-Tuned Nano-Probes Detect Hidden Diseases
Revolutionary near-infrared imaging technology using size-tuned nanoprobes to detect plant diseases before visible symptoms appear.
Building Better Bones: How Sea Coral and Signaling Proteins are Revolutionizing Bone Repair
Discover how combining marine coral scaffolds with bone morphogenetic proteins is creating a breakthrough in bone regeneration and healing.
The Genetic Spell-Checker: How Suppressor tRNAs Are Rewriting Disease-Causing DNA Errors
Discover how engineered suppressor tRNAs are correcting genetic errors and offering hope for thousands of inherited diseases caused by nonsense mutations.
Cracking Bacterial Code: How AI Predicts Drug Interactions with Positive Data Only
Discover how artificial intelligence is revolutionizing antibiotic discovery by predicting bacterial protein-compound interactions using only positive samples.
Silver and Silk: The Ancient Duo Revolutionizing Modern Wound Care
A groundbreaking fusion of natural silk and silver nanoparticles is setting a new standard for treating chronic wounds.