RNA Folding

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NuFold: A Revolutionary Leap in RNA Tertiary Structure Prediction
ByAnchal Negi February 1, 2025October 22, 2026

RNA, often overshadowed by its protein counterpart, plays an essential role in the molecular machinery of life. Predicting RNA’s three-dimensional (3D) structure is a vital challenge in understanding its function, but it’s a task riddled with complexities. Enter NuFold, an innovative RNA structure prediction method that promises to advance our understanding of RNA folding mechanisms….

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AI | Algorithm | Bioinformatics | Drug Discovery | News | Paper Summary | RNA | Structural Biology | Tools | Trending

RNAfold: Leveraging Variational Autoencoders for Accurate RNA Tertiary Structure Prediction
ByAnshika Gupta June 26, 2024October 22, 2026

In drug development, the accurate prediction of RNA structures plays a pivotal role. Leveraging the power of machine learning, particularly Variational Autoencoders (VAEs), has emerged as a game-changer in this domain. Recent advancements by Quantori LLC, Cambridge, USA researchers have showcased the superiority of VAE models in RNA folding, surpassing traditional methods with remarkable precision….

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AI | Bioinformatics | Machine Learning | News | Paper Summary | RNA-Seq | Structural Biology | Tools | Trending

Cracking the RNA Inverse Folding Puzzle with RiboDiffusion’s Generative Diffusion Approach
ByAnshika Gupta April 28, 2024October 22, 2026

Molecular biology scientists have been captivated by the complex way RNA folds. A recent study by Beihang and Nanjing University researchers in China introduces the RiboDiffusion model. This new method looks at predicting protein structure at the atomic level and is more advanced than existing methods like StructGNN and GVP-GNN. RiboDiffusion: A Game Changer Designing…

Read More Cracking the RNA Inverse Folding Puzzle with RiboDiffusion’s Generative Diffusion Approach
AI | Bioinformatics | Drug Discovery | News | Paper Summary | Structural Biology | Trending

Achieving RNA’s AlphaFold Moment: How Close Are We?
BySwasti Tyagi September 26, 2023February 6, 2024

AlphaFold’s breakthrough in solving the protein structure prediction problem has ignited enthusiasm to apply similar methods to predict the 3D structures of RNAs. However, achieving this feat presents significant challenges. A review paper titled ‘When will RNA get its AlphaFold moment?’ recently published in Nucleic Acids Research, discusses, in-depth, the various challenges faced by scientists over the…

Read More Achieving RNA’s AlphaFold Moment: How Close Are We?
AI | Bioinformatics | Computational Models | Drug Discovery | Machine Learning | News | Paper Summary | Structural Biology | Trending

Meet DRfold: A Novel Method to Predict RNA Tertiary Structures with Unprecedented Accuracy
ByPrachi Khare September 21, 2023October 22, 2026

RNAs are essential components of physiological activities, however, accurately modeling their structures has long posed a challenge due to their complex structures. The National University of Singapore researchers introduced DRfold, an innovative technique to predict RNA complex 3D structures. By simultaneously learning local frame rotations and geometric constraints from experimentally solved RNA structures, DRfold addresses…

Read More Meet DRfold: A Novel Method to Predict RNA Tertiary Structures with Unprecedented Accuracy
AI | Bioinformatics | COVID-19 | Covid-19 News | Drug Discovery | News | Paper Summary | SARS-CoV-2 | Structural Biology | Tools | Trending

Brock Researchers Develop AI-Powered Tool ‘DAPTEV’ to Design New Aptamer Drugs for COVID-19
ByNeegar Naushaba Iqbal August 5, 2023October 22, 2026

Traditional drug discovery and development methods are quite expensive, cumbersome, and prone to the biases of experts. A revolution in the field of drug development has emerged in the form of aptamers. Aptamers are single-stranded oligonucleotides (DNA/RNA) capable of binding to biomolecules with high affinity as well as specificity. However, the conventional process of aptamer…

Read More Brock Researchers Develop AI-Powered Tool ‘DAPTEV’ to Design New Aptamer Drugs for COVID-19

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RNA Folding

NuFold: A Revolutionary Leap in RNA Tertiary Structure Prediction

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