Deep Learning for Sequence-to-Expression Models in Strain Optimization
Deep learning is a subset of machine learning that uses neural networks with multiple layers (deep neural networks) to learn complex patterns from large datasets. […]
Bioinformatics
Artificial Intelligence (AI): Its Role In Biotechnology And Biochemical Engineering
Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think, learn, and make decisions in a way that […]
Intuence: What Is It?
Intuence is a next-generation data-analysis platform designed to accelerate insights by leveraging advanced data analytics and artificial intelligence (AI). It is tailored to facilitate the […]
The weighted gene co-expression network analysis (WGCNA) model
Weighted Gene Co-expression Network Analysis (WGCNA) is a widely used method for analyzing the relationships between genes based on their expression profiles. It is particularly […]
What is ultra-large virtual screening?
Ultra-large virtual screening refers to the use of computational techniques to rapidly evaluate a vast number of compounds or molecules to identify potential candidates for […]
Using serverless data portals for making data FAIR
Using serverless data portals to make data FAIR (Findable, Accessible, Interoperable, and Reusable) involves leveraging serverless computing technologies to create data infrastructure that supports the […]
What is The Globus Platform?
The Globus Platform is a cloud-based data management and collaboration platform designed to facilitate secure, efficient, and scalable sharing, access, and management of large-scale data. […]
Knowledge Graphs: What On Earth Are They About?
A knowledge graph is a structured representation of information that maps out relationships between concepts, entities, and data points in a way that’s easily interpretable […]
Decoding Protein Function: Genetic Active Site Search (GASS) as a Tool for Identifying Binding Sites
Understanding the function of proteins is paramount in elucidating biological processes and developing targeted therapeutics. An essential aspect of protein function is the identification of […]
Revolutionizing Protein Structure Prediction with AlphaFold2
Understanding the three-dimensional (3D) structure of proteins is crucial for deciphering their functions and developing targeted therapies for various diseases. Historically, predicting protein structures has […]
The Sequence Alignment Methods Used in Bioinformatics
In bioinformatics, there are several sequence alignment methods used to compare and align biological sequences, such as DNA, RNA, and protein sequences. Here are five […]
The Value of Entrez in Bioinformatics
Entrez is a powerful search and retrieval system provided by the National Center for Biotechnology Information (NCBI), which is part of the United States National […]
Making a GenBank Entry – Nucleic Acid Sequence Information
A GenBank entry follows a specific format that contains essential information about a DNA or RNA sequence along with associated metadata. Here is a detailed […]
Mass Spectrometry – Its Use in Biotechnology
Mass spectrometry (MS) is a powerful analytical technique used to determine the mass-to-charge ratio (m/z) of ions in a sample. It is based on the […]
The Differences Between Global and Focal Alignments in Bioinformatics
Global and local alignments are two types of sequence alignment methods used in bioinformatics. They differ in how they align two sequences and what information […]
Phylogenetic Analysis
Phylogenetic analysis is a scientific method used to study and infer the evolutionary relationships among organisms or sequences based on their shared characteristics, such as […]
Machine Learning in Chemical and Biochemical Engineering
Machine learning (ML) has emerged as a powerful tool in chemical and biochemical engineering, revolutionizing various aspects of research, development, and industrial processes. By leveraging […]