AI Science Tools

Top AI tools revolutionizing scientific research and accelerating discoveries.

Ever found yourself overwhelmed by the sheer volume of data in scientific research? Trust me, I’ve been there. The digital age brings a flood of information that sometimes feels impossible to manage. That's where AI tools come in, revolutionizing how we handle scientific data.

I've delved into the quest of finding the absolute best AI tools for science. From data analysis to predictive modeling, AI is reshaping research methodologies. It’s like having a powerful assistant that never needs a coffee break!

Imagine being able to process datasets in minutes that would otherwise take days. Or having algorithms that identify patterns you might miss. That's the kind of efficiency and accuracy we’re talking about.

In this article, I'll share insights on top-rated AI tools that can streamline your scientific endeavors. Whether you’re a seasoned researcher or a curious newbie, these tools can elevate your work to the next level.

The best AI Science Tools

  1. 31. Eplant Treetag

  2. 32. Insight AI for analyzing experimental data

  3. 33. DrugCard for automated medical literature screening

  4. 34. Cradle Bio for analyzing experimental data

  5. 35. Rapidai

  6. 36. Llmpeople

  7. 37. Safewaters

  8. 38. Protocol Pal

  9. 39. Tinkercad

  10. 40. Wikivec

  11. 41. Foqus

  12. 42. Cebra

  13. 43. Elythea

  14. 44. Question AI

  15. 45. Perfusion for studying drug effects in cell cultures

53 Listings in AI Science Tools Available

31 . Eplant Treetag

ePlant TreeTag monitors trees by providing real-time data on water, growth, lean, carbon, and environmental conditions.

The ePlant TreeTag is a monitoring system that forms part of ePlant's innovative technology. It is designed to help users understand and care for their trees by providing real-time, laboratory-quality data on various aspects such as water, growth, lean, carbon, and environmental conditions. The system utilizes state-of-the-art wireless plant health monitors and AI to process collected data into actionable insights. By monitoring critical variables like water uptake, hydration status, growth patterns, stability, carbon sequestration, and environmental conditions such as temperature, humidity, and light, ePlant TreeTag enables users to make informed decisions and enhance their tree care practices, ultimately contributing to sustainable and efficient tree management.

Pros
  • Helps nurture trees efficiently
  • Saves on property damage costs
  • Prevents unwanted tree removal
  • Prevents unnecessary replanting
  • Potential cost-saving feature
  • Promotes sustainable practices
  • Employs world-class horticultural knowledge
  • Monitors stability, humidity, temperature, light
  • Monitors contraction and growth
  • App offers multiple monitoring capabilities
  • Alerts for over-watering
  • Detects water requirements
  • Laboratory-quality diagnostic data
  • TreeTag monitoring system
  • Real-time tree health monitoring
Cons
  • Expensive
  • No mention of accuracy
  • Needs constant connection
  • No multi-tree support
  • Requires dedicated app
  • Limited time offer
  • No worldwide shipping
  • Pre-order status
  • No desktop interface
  • No API integration

32 . Insight AI

Best for analyzing experimental data

Insightai.dev is a platform that offers various scientific tools and capabilities. Here are some key features of Insightai.dev:

  • Variant Integration: It integrates more than 400 million human variants through the "My Variant" feature.
  • Gene Database: The platform incorporates over 22 million genes for more than 22 thousand species with the "MyGene" feature.
  • PubMed Search: Users can access more than 36 million peer-reviewed biomedical articles from over 30,000 journals using the Insight PubMed feature.
  • Drug Discovery Enhancement: Insight aids in drug discovery by predicting potential drug candidates, reducing the time and resources required for experimental testing by 50%.
  • Literature Search: Researchers can save time as Insight generates one-click scientific summaries by searching through peer-reviewed articles, leading to a time-saving of 75%.

In summary, Insightai.dev provides a comprehensive platform with features such as variant integration, gene databases, literature search capabilities, and support for drug discovery processes. These tools aim to streamline scientific research by providing easy access to relevant information and aiding in the drug development process .

33 . DrugCard

Best for automated medical literature screening

DrugCard is a tool that offers a solution for local literature screening in pharmaceutical research and development. It streamlines the screening process by using advanced natural language processing algorithms to analyze and extract important information from scientific literature. DrugCard allows for regular screenings to stay updated with the latest research, provides real-time notifications, and ensures transparency with detailed reports on screened literature. This tool revolutionizes local literature screening by saving time and resources, providing access to up-to-date information, and offering cost-effective solutions.

Pros
  • 50-70% time saved on screening
  • 99% accuracy of keywords recognition of average scanned texts
  • Three to five times more hits discovered
Cons
  • No specific cons mentioned in the available documents

34 . Cradle Bio

Best for analyzing experimental data

Cradle is a groundbreaking AI tool designed to assist biologists in designing improved proteins efficiently. It leverages powerful prediction algorithms and AI design suggestions to enable biologists to visualize, analyze, and predict the potential of protein candidates, ultimately saving time and enhancing the quality of protein designs. Cradle continuously improves its design suggestions through feedback from wet lab experiments and can generate high-quality candidates with just one click, revolutionizing the field of protein design.

35 . Rapidai

RapidAI streamlines radiology workflows with advanced tools for more efficient and accurate medical image analysis.

RapidAI is a software platform that aims to streamline radiology workflows by offering advanced tools for medical image analysis and interpretation. It provides solutions for various diagnostic imaging modalities and is designed to assist radiologists in interpreting images more efficiently and accurately, ultimately improving patient care and outcomes.

36 . Llmpeople

llmpeople enables interactive exploration of 3D models using OpenAI API for an immersive educational experience.

llmpeople is a web-based platform that enables users to interact with 3D models through the integration of the OpenAI API. It focuses on providing a dynamic and immersive experience by allowing users to explore and manipulate 3D models to gain a deeper understanding of their details, textures, and dimensions. Users can rotate, zoom, and manipulate the models from different angles, enabling them to examine the objects from various perspectives. By utilizing the OpenAI API, llmpeople enhances the interactivity and responsiveness of the 3D models to ensure a smooth user experience. The platform collects data and adheres to a data processing policy to comply with data privacy regulations, offering users a visually stimulating environment to interact with 3D models for educational or recreational purposes.

37 . Safewaters

SafeWatersAI predicts shark attack risks using AI, supporting water safety and ocean conservation.

SafeWatersAI is an application driven by artificial intelligence and deep learning algorithms to predict the risk of shark attacks. It aims to assist individuals such as swimmers, surfers, and beach-goers in making informed decisions about water activities. Additionally, SafeWatersAI allocates 5% of its profits towards ocean conservation and cleanup efforts, showcasing a commitment to environmental protection. The app utilizes historical data alongside deep learning algorithms and artificial intelligence to forecast and predict the risk of shark attacks with an accuracy rate of 89%. SafeWatersAI also offers features like real-time risk assessment, publishes research findings, and provides an API for data integration into other applications.

If you are interested in supporting the development of SafeWatersAI, you can contribute to their ongoing Kickstarter campaign.

Pros
  • Available Android and IOS
  • Predicts risk under conditions
  • Data-based decision making
  • Useful for swimmers and surfers
  • Alerts for favorite beaches
  • Risk assessment on the go
  • Contribution towards cleanup efforts
  • Newsletter for updates
  • API development for integration
  • Publishes research efforts
  • Supports ocean conservation
  • Provides real-time forecasts
  • Predicts shark attack risk
  • 89% Accuracy
Cons
  • No desktop version
  • Accuracy rate not 100%
  • Subject to prediction error
  • Available only on mobile
  • Not yet launched
  • Relies on historical data

38 . Protocol Pal

Protocol Pal optimizes lab workflows, detects procedure risks, and enhances research accuracy using AI.

Protocol Pal is an AI-powered tool designed to support researchers and scientists in various lab tasks. It functions as an automated guide to streamline lab workflows and protocols. Users can upload and organize their lab procedures on the platform. The tool utilizes advanced machine learning algorithms to detect risks or inconsistencies in procedures, offering guidance for improvement. Protocol Pal was developed by @BasamAlasaly, @oceanexplains, and @tkruer with the aim of optimizing lab procedures for researchers. It assists in optimizing workflows by analyzing user-inputted procedures and identifying potential issues to enhance efficiency. Researchers can save time by automating protocol procedures and receiving guidance for optimization through Protocol Pal. The tool enhances research accuracy and reproducibility by identifying errors in procedures. It adapts to specific lab environments by learning from user inputs and can be accessed on GitHub for contributions and enhancement by developers globally.

Pros
  • Saves time in lab
  • Improves research accuracy
  • Improves research reproducibility
  • Biotechnology friendly
  • GitHub availability
  • Facilitates lab procedure troubleshooting
  • Enhances lab experience
  • Optimizes lab workflows
  • Adapts to specific laboratories
  • Streamlines laboratory workflows
  • Encourages developer collaboration
  • Open-source platform
  • Identifies potential inconsistencies
  • Upload and organize procedures
  • Automates lab procedures
Cons
  • Cannot predict laboratory hazards
  • Can not predict laboratory hazards
  • Relies on community contributions
  • No specific troubleshooting features
  • May require coding knowledge
  • Lacks multi-language support
  • Limited third-party integration
  • Limited UI/UX design
  • No offline version
  • Lacks detailed documentation

39 . Tinkercad

Tinkercad enables free online 3D design, electronics simulation, and coding for users of all ages and skill levels.

Tinkercad is a user-friendly web application for 3D design, electronics, and coding, utilized by millions worldwide. It is free to use and accessible online without any downloads. Tinkercad promotes hands-on learning experiences, suitable for users of all ages and skill levels. The platform includes features like 3D design capabilities, electronics simulations, introductory coding tools, and an intuitive interface. It is designed for educators, students, hobbyists, and designers, offering a safe and ad-free environment for creative exploration and learning. Tinkercad encourages project-based learning and provides a safe space for users to develop STEM skills and confidence.

40 . Wikivec

Wikivec lets users chat with GPTs on diverse topics, offering insightful and user-friendly content.

Wikivec is a platform that allows users to communicate with GPTs easily. It covers a wide range of topics such as artificial intelligence, computer science, religion & spirituality, history & culture, programming & development, science & technology, classics & literature, education & learning, health & wellness, business & economics, psychology & self-help, biographies & memoirs, kids & young adult, fantasy & science fiction, mystery & thriller, technology & innovation, data science & analytics, philosophy & ethics, art & design, travel & adventure, and law. Users can access this platform through the links provided for creating and chatting. The content is designed to provide insights and resources on various subjects in a user-friendly manner.

Pros
  • Find and chat with GPTs with ease.
Cons
  • No specific cons or disadvantages of using Wikivec were identified in the document.

41 . Foqus

Foqus integrates, analyzes, and optimizes processes in energy, environment, and chemical industries, streamlining complex systems modeling.

Foqus is a software tool that is used for process integration, analysis, and optimization of coupled systems. It provides capabilities for integrating different simulation tools, performing uncertainty analysis, and optimizing processes. Foqus aims to streamline the process of model integration and analysis for complex systems in various industries such as energy, environment, and chemical processing.

Pros
  • 1. Simplifies workflow
  • 2. Provides useful plugins
  • 3. Supports iterative analysis
  • 4. Offers a smooth user experience
Cons
  • The document does not contain any specific cons of using Foqus.

42 . Cebra

CEBRA compresses time series data, revealing hidden structures in behavioral and neural data without external labeling.

CEBRA is a machine-learning method designed to compress time series data effectively, revealing hidden structures in data variability. It excels in analyzing both behavioral and neural data simultaneously, demonstrating the ability to decode activity from the visual cortex of the mouse brain to reconstruct viewed videos. The method employs non-linear techniques that merge behavioral and neural data, offering deep insights into brain activity beyond traditional linear models. CEBRA's versatility allows it to be applied to diverse datasets, including calcium imaging and electrophysiology, across various sensory and motor tasks. One of its key features is label-free decoding, enabling the reconstruction of complex kinematic features and visual experiences without external labeling. Additionally, CEBRA supports multi-session analysis, facilitating the exploration of consistent latent spaces for robust hypothesis testing, and enables rapid, high-accuracy decoding of natural movies from the visual cortex to enhance the understanding of neural representation.

Pros
  • Rapid High-Accuracy Decoding: Empowers high-speed precise decoding of natural movies from the visual cortex advancing our understanding of neural representation.
  • Multi-Session Analysis: Facilitates the exploration of consistent latent spaces in single and multi-session datasets for robust hypothesis testing.
  • Flexible Application: Suitable for diverse datasets including calcium imaging and electrophysiology and across various sensory and motor tasks.
  • Non-Linear Embedding Techniques: Leverages advanced non-linear methods to merge behavioral and neural data revealing dynamic neural activity.
  • Label-Free Decoding: Provides the ability to decode complex kinematic features and reconstruct visual experiences without the need for external labeling.
Cons
  • No cons available in the provided documents.
  • No specific cons or missing features of using Cebra were mentioned in the provided documentation.

43 . Elythea

Elythea identifies high-risk pregnancies, offering 85% accurate predictions and integrates with EHR systems for easy use.

Elythea is a machine learning tool designed to identify expecting mothers at high risk for pregnancy complications. It focuses on complications such as postpartum hemorrhage, preterm labor, preeclampsia, eclampsia, and failed vaginal birth after cesarean (VBAC). The tool integrates with Electronic Health Record (EHR) systems, analyzes patient demographics and medical history, and offers evidence-based recommendations with up to 85% prediction accuracy. Elythea aims to simplify healthcare provider's lives by streamlining early intervention and targeting preventable pregnancy complications.

Pricing

Paid plans start at $120/month and include:

  • 24/7 Maternal Concierge Care
  • Unlimited Wrap-Around Care
  • Early Identification of complications
  • Personalized Care team of specialists
  • Automated Engagement through Digital Care Managers
  • 24/7 Specialist Care
Pros
  • Integrates with EHR systems
  • Minimizes administrative effort
  • Seeks to contain healthcare costs
  • Experienced team
  • Used globally in clinical studies
  • 0.85 AUC ROC score
  • 85% prediction accuracy
  • Utilizes 300+ million data points
  • Offers evidence-based recommendations
  • Identifies risks early in pregnancy
  • Analyzes medical history
  • Analyzes patient demographics
  • Focuses on various complications
  • Reduces pregnancy-related deaths
  • Identifies high-risk pregnancies
Cons
  • Potential for false positives
  • Unclear data protection measures
  • Prediction not 100% reliable
  • Accessible to medical professionals only
  • Only serves pregnant women
  • Requires extensive patient history
  • No mobile application mentioned
  • Dependent on EHR integration
  • Accuracy only up to 85%
  • Limited to specific pregnancy complications

44 . Question AI

Question AI solves homework with AI, providing 98% accurate step-by-step explanations in over 100 languages.

Question AI is an AI-powered homework helper that provides detailed, step-by-step explanations for solving homework questions in subjects like math, chemistry, biology, physics, literature, and history. It offers an impressive 98% accuracy rate and supports over 100 languages. Users can access Question AI 24/7 and take advantage of various input options, such as typing, uploading a document, or snapping a photo of the homework question, to receive assistance anytime. The tool is designed to enhance learning experiences, unlock academic potential, and contribute to academic success.

Pros
  • Unmatched Accuracy: Leverages powerful AI learning models for solutions with 98% accuracy.
  • Multilingual Support: Capable of answering questions in over 100 different languages.
  • 24/7 Accessibility: Ensures assistance is available around the clock, whenever it's needed.
  • Detailed Solutions: Provides comprehensive, step-by-step explanations for a deeper understanding.
  • Flexible Input Options: Offers multiple ways to submit questions for AI-powered homework help.
Cons
  • No cons available in the provided document
  • No information provided about the limitations or cons of using Question AI in the documents.

45 . Perfusion

Best for studying drug effects in cell cultures
Perfusion refers to the process by which blood flows through the circulatory system to deliver essential nutrients and oxygen to various organs and tissues. This process is vital for maintaining the health of cells, facilitating metabolic activities, and ensuring the removal of waste products. Effective perfusion is crucial for the proper functioning of the body's systems, as it directly impacts tissue viability and overall physiological stability. In clinical practice, medical technologies such as perfusion imaging are employed to visualize and assess blood flow in specific areas, which is particularly important in diagnosing conditions like heart disease and stroke. By understanding and monitoring perfusion, healthcare professionals can make informed decisions regarding treatment options, ultimately contributing to better patient outcomes. Thus, the significance of perfusion extends beyond mere circulation; it is a cornerstone of maintaining health and managing various medical conditions.