Top 10 AI-powered tools transforming scientific research
Artificial intelligence (AI) usage is currently on the rise. It is not just being used in the field of coding, content creation, social media, but it is revolutionizing the way scientific research is done, streamlining everything from data analysis to literature review. Here we explore Top 10 AI-powered tools transforming scientific research that are transforming scientific discovery and making the lives of researchers easier.
DeepMind’s AlphaFold
Understanding protein structures is crucial for success in medicine and biology. Proteins are the key components of cells, enzymes, hormones, etc.
AlphaFold, developed by DeepMind, is an artificial intelligence (AI) tool that predicts the 3D structures of proteins with remarkable accuracy. This tool has helped researchers accelerate drug discovery and improve our understanding of diseases.
Learn more about AlphaFold https://www.deepmind.com/research/case-studies/alphafold
IBM Watson for Drug Discovery
IBM Watson’s AI capabilities allow researchers to sift through millions of scientific papers and clinical trial data. Its natural language processing (NLP) helps identify potential drug candidates and predict their effectiveness, reducing time spent on manual research.
Explore IBM Watson for Drug Discovery https://www.ibm.com/watson/health/
Arteries for Medical Imaging
Arteries uses AI to analyze medical images, providing real-time information that helps radiologists diagnose diseases faster and more accurately. It uses advanced algorithms that can detect subtle changes in tissues and organs that the human eye cannot see.
Discover Arterys AI solutions https://www.arterys.com/
BenchSci
It helps researchers locate antibodies, reagents, and other experimental resources, saving countless hours typically spent poring over research papers.
BenchSci simplifies the process of finding relevant experimental data by using machine learning to scan published research.
- Related Links: Visit BenchSci
BioXcel Therapeutics
BioXcel’s AI platform is a vital tool in the field of medicine. It focuses on drug repurposing and development, leveraging massive data sets to suggest new uses for existing drugs. This approach has already identified potential treatments for rare and hard-to-treat conditions.
Read about BioXcel Therapeutics https://www.bioxceltherapeutics.com/
Atomwise
Atomwise uses deep learning to predict how small molecules will interact with target proteins, thereby streamlining drug discovery processes. By running virtual screenings of billions of compounds, this tool has already facilitated collaborations for the development of new drugs.
Explore Atomwise https://www.atomwise.com/
Semantic Scholar
Semantic Scholar’s AI helps researchers find relevant papers quickly. It is able to understand the context of studies and suggest related work, thereby enhancing the literature review process.
Use Semantic Scholar https://www.semanticscholar.org/
LabGenius
LabGenius is an AI related to protein engineering. It automates the protein engineering process, combining AI, robotics, and synthetic biology. Its platform, EVA, designs and tests protein variants to optimize desired properties, accelerating progress in synthetic biology and biochemistry.
Learn about LabGenius – https://www.labgenius.com/
DataRobot
For researchers who need predictive analytics, DataRobot automates the creation of machine learning models. Scientists can use it to analyze complex data sets without needing extensive coding experience, leading to faster and more accurate information.
Visit DataRobot- https://www.datarobot.com/
H2O.ai
H2O.ai’s open-source platform provides researchers with AI tools for data analysis, predictive modeling, and statistical learning. With an easy-to-use interface and robust algorithms, H2O.ai helps scientists across many fields unlock the potential of their data
Explore H2O.ai – https://www.h2o.ai/
With AI continuing to evolve, the future of scientific research looks brighter, faster, and more efficient than ever.
Top 10 AI-powered tools transforming scientific research
Hi, I’m Hamid Ali, an MSc in Biotechnology and a passionate Lecturer of Biology with over 11 years of teaching experience. I have dedicated my career to making complex biological concepts accessible and engaging for students and readers alike.
Beyond the classroom, I’m an avid blogger, sharing insights, educational resources, and my love for science to inspire lifelong learning. When I’m not teaching or writing, I enjoy exploring new advancements in biotechnology and contributing to meaningful discussions in the scientific community.
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