# BIOVIA Scientific AI Generative Artificial Intelligence for scientific R&D advances innovation and helps scientists make better decisions. ## (BIOVIA Scientific AI- Rich Text)The Intelligence Behind Scientific Success Unlock the potential of scientifically-aware Artificial Intelligence built to accelerate innovation and streamline workflows. **BIOVIA Scientific AI** integrates cutting-edge AI technologies, including Generative AI and large language models (LLMs), seamlessly into your scientific processes to deliver actionable insights and faster outcomes. ## Stay Ahead with Scientifically-Aware AI **BIOVIA Scientific AI** is natively incorporated across the BIOVIA product portfolio on the [**3D**EXPERIENCE platform](/products/biovia/3dexperience-biovia "3DEXPERIENCE BIOVIA"), offering Artificial Intelligence solutions purpose-built for scientists, computational modelers, and quality professionals. **Scientific AI** accelerates the cycle of **Design, Make, Test, Analyze,** helping to speed products to market. ## BIOVIA Scientific AI for DMTA [![Accelerating Design Make Test Analyze with Scientific AI > Dassault Systemes](https://www.3ds.com/assets/invest/2025-08/accelerate-dmta-with-scientific-ai_0.png)](https://www.3ds.com/assets/invest/2025-08/accelerate-dmta-with-scientific-ai_0.png) Accelerate the Design, Make, Test, Analyze cycle with BIOVIA Scientific AI ## (BIOVIA Scientific AI Highlight)Generative AI + Scientific Data Scientific AI transforms molecular, materials, and experimental data into generative knowledge in [3D UNIV+RSES](/industrial-ai/sustainability-research-innovation "Research at Speed and Innovate for Sustainability With Industrial AI") - driving breakthroughs, ensuring quality and compliance, and accelerating innovation from molecule to manufacturing. [BIOVIA 3DUNIVERSES](/media/22725) ## (BIOVIA Scientific AI - Circle List)Benefits of Integrated Scientific AI ## (BIOVIA Scientific AI circle)Accelerate Molecular Discovery ![](https://www.3ds.com/assets/invest/2025-08/icon-accelerate-molecular-grad.png) ## (BIOVIA Scientific AI circle)Optimize Experiments & Formulations ![](https://www.3ds.com/assets/invest/2025-08/icon-formula-substitute-grad.png) ## (BIOVIA Scientific AI circle)Increase QA Efficiency ![](https://www.3ds.com/assets/invest/2025-08/icon-accelerate-quality-assurance-grad.png) ## (BIOVIA Scientific AI circle)Automate Documentation ![](https://www.3ds.com/assets/invest/2025-08/icon-automate-documentation-grad.png) ## (BIOVIA Scientific AI circle)Your Data Stays Yours ![](https://www.3ds.com/assets/invest/2025-08/icon-security-access-grad.png) ## (BIOVIA Scientific AI Portfolio)Explore AI Solutions Across BIOVIA's Portfolio ## (BIOVIA Scientific AI Panel) Generative Lab Analyze, summarize, simplify, or expand experimental write-ups in [**BIOVIA ONE Lab**](/products/biovia/one-lab "BIOVIA ONE Lab") with **built-in Scientific AI**. Access even more options with the "ask anything" feature, such as a suggested pre-written procedure based on existing experimental parameters. Natural language processing can automatically extract and re-format data to increase scientific efficiency. ## SHD3 media template brick [Watch the video: Scientific AI | Research Assistant in Scientific Notebook ELN](https://youtu.be/SHcurbeSkrU) [ Explore ONE Lab ](/products/biovia/one-lab) ## (BIOVIA Scientific AI Panel)Generative Therapeutics Generate novel molecules with **AI and machine learning** against complex target product profiles, accelerating DMTA cycles. ## Scientific AI - Generative Therapeutics Design [Watch the video: Scientific AI - Generative Therapeutics Design](https://youtu.be/aqUhAdJOfm8) Combine Nobel Prize-winning **Generative AI** models with advanced physics-based methods for designing novel biologics, accelerating timelines and reducing costs. ## BIOVIA Scientific AI - Biologics video [Watch the video: BIOVIA Scientific AI - Generative Biologics](https://youtu.be/1HVXLPowcDs?si=QYdK4XiNogDifqBt) [ Explore Biotherapeutics Design ](/products/biovia/biotherapeutics-design-and-optimization) ## (BIOVIA Scientific AI Panel) Generative Chemistry **Simplify the Complexity of Chemical Synthesis** Small molecule discovery extends beyond identifying a target; defining the synthetic pathway is often just as complex. BIOVIA Reaction Planner utilizes powerful retrosynthetic analysis to transform this multifaceted challenge into a streamlined workflow. Turn complex chemical syntheses into a systematic, manageable process for your chemists. ## BIOVIA Scientific AI - Reaction Planner [Watch the video: BIOVIA Scientific AI - Reaction Planner](https://youtu.be/EK8iQX4M5Xg?si=JoghdjtEetEInHc9) [ Learn more about Retrosynthetic Analysis ](https://blog.3ds.com/brands/biovia/retrosynthetic-analysis-made-easy-with-biovia-reaction-planner/) ## (BIOVIA Scientific AI Panel)Generative Chemicals & Materials Leverage **Virtual Twins** to design and optimize novel chemicals, materials and processes for more sustainable products. An example is shown of the Battery Materials Modeler role available on **3D**EXPERIENCE. ## BIOVIA Battery Materials Scientist video [Watch the video: BIOVIA Battery Materials Scientist role video](https://youtu.be/RhzP2NcxOYY) [ Explore Materials Science & Engineering ](/products/biovia/materials-science-engineering) ## (BIOVIA Scientific AI Panel)Generative Formulated Products Create superior and sustainable formulated products and recipes with AI, and see real-time regulatory and ingredient feedback from **AI-powered Virtual Advisors**. ## BIOVIA Generative Formulations Media [Watch the video: BIOVIA Formulations with Virtual Advisor](https://youtu.be/Bge8faUndPI) [ Explore Generative AI for Formulations ](/products/biovia/formulation-design) ## (BIOVIA Scientific AI Panel)Customizable Virtual Advisors Incorporate proprietary data sets and customized parameters to create **completely unique Virtual Advisors** that scientists can access in their workflows. ## BIOVIA Machine Learning Workbench video [Watch the video: BIOVIA Machine Learning Workbench](https://youtu.be/IhnaNV9GBSI) ## (Scientific AI)Machine Learning Models Easily build, train, manage, and share machine learning models on the **3D**EXPERIENCE platform. Guided workflows simplify the process of training models and assessing their quality. ## BIOVIA Scientific AI Machine Learning Models [Watch the video: BIOVIA Scientific AI - Build Machine Learning Models](https://youtu.be/tleTwidwnMs?si=7dzXukrinhFj8nWW) ## (BIOVIA Scientific AI Panel)AI-Powered Quality Assurance Reduce risk and improve compliance by integrating advanced AI tools that proactively manage quality across processes. ## BIOVIA Scientific AI Quality [Watch the video: BIOVIA Scientific AI Quality](https://youtu.be/1qfYTX68NSA) [ Explore Quality Management ](/products/biovia/quality-management) ## (BIOVIA Scientific AI - Next Steps)The Future of Innovation is Now Enter a new era of cutting-edge scientific discovery with BIOVIA Scientific AI, designed to empower scientists and researchers to achieve breakthroughs faster. Take the first step to discover how our **AI-powered solutions** can transform your scientific workflows and enhance your competitive edge. [See BIOVIA Scientific AI in Action](/products/biovia/contact) [![BIOVIA Scientific AI > Dassault Systemes](https://www.3ds.com/assets/invest/2025-07/people-shaking-hands-meeting.jpg)](https://www.3ds.com/assets/invest/2025-07/people-shaking-hands-meeting.jpg) ## ## (BIOVIA Scientific AI)Start Your Journey ## (BIOVIA Scientific AI - FAQ)Generative AI for Science FAQs ## What are real-world examples of AI applications in science? AI is revolutionizing scientific research across disciplines by enabling faster, more accurate analysis and discovery. In drug development, generative AI models are used to design novel molecules, predict protein folding and optimize clinical trial design. One AI-designed drug, [Rentosertib](https://www.drugtargetreview.com/news/157365/first-ai-designed-drug-rentosertib-named-by-usan/), has already reached clinical trials. In chemistry and materials science, AI helps identify sustainable compounds, simulate reactions and accelerate formulation processes. In laboratories, large language models (LLMs) interpret experimental data, generate structured documentation and assist researchers through virtual scientific advisors. These examples demonstrate how AI not only enhances productivity but also unlocks insights that were previously inaccessible through traditional methods. ## How is generative AI used in science? Generative AI, also known as machine learning, is a powerful tool that has revolutionized the way we approach science and research. By using vast amounts of data to train algorithms, generative AI can analyze and interpret complex scientific data with incredible accuracy and speed. One of the main ways that generative AI is used in science is through LLMs, or Language Model Machines. These models are trained to understand and interpret text inputs, making them perfect for simplifying complex workflows by automating documentation. This means that researchers can spend less time on administrative tasks and more time on higher-value tasks such as analysis and experimentation. ## Is there a ChatGPT for science? Yes, there are several ChatGPT (Chatbots using Generative Pre-trained Transformer) models that have been developed specifically for scientific purposes. These models utilize the power of generative AI to assist researchers in various tasks such as data analysis, literature review and even hypothesis generation. One example is OpenAI's ChatGPT model which has been trained on a large corpus of scientific papers and can generate text based on user inputs. This allows researchers to quickly gather information and insights without having to manually search through numerous sources. Another example is AlphaFold, developed by DeepMind, which uses generative AI to predict protein structures with high accuracy. This has greatly improved the efficiency of protein research and drug development. [BIOVIA has partnered with AlphaFold and OpenFold ](https://blog.3ds.com/brands/biovia/unlocking-the-power-of-protein-folding-with-openfold-and-alphafold2-in-the-cloud/)to bring generative protein structure prediction into BIOVIA solutions, available now on **3D**EXPERIENCE. ## What is the best scientific generative AI? This is a difficult question to answer as each model has its own strengths and limitations. Some models may excel in certain tasks, while others may be better suited for different applications. For example, ChatGPT is good at generating text and can provide valuable insights for literature review and hypothesis generation. On the other hand, AlphaFold is specifically designed for protein research and may not be as useful for other scientific fields. Another factor to consider is the quality of data used to train these models. Models trained on large, diverse datasets are more likely to produce accurate and relevant results compared to those trained on smaller or biased datasets. Ultimately, the best generative AI for science will depend on the specific needs and goals of the researcher. It is important to carefully evaluate and select the appropriate AI tool for each task to ensure the most effective and reliable results. BIOVIA Scientific AI brings state-of-the-art generative AI tools to researchers, data scientists, computational chemists, lab analysts, and quality assurance specialists all in one unified platform. ## Is Generative AI used for Life Sciences? Generative AI is being used in various fields of life sciences such as drug discovery, protein design, and personalized medicine. In fact, many pharmaceutical companies are investing in this technology to accelerate and improve their research processes. Generative AI allows for the creation of novel molecules or proteins that may have potential therapeutic uses, saving time and resources compared to traditional methods. Additionally, it can also aid in predicting protein structures and functions, which is crucial for understanding diseases and developing targeted treatments. With the advancements in generative AI technology like BIOVIA Scientific AI, and its integration into platforms like **3D**EXPERIENCE, we can expect to see even more breakthroughs in the field of life sciences in the near future. ## (Contact Us - BIOVIA footer)Learn What BIOVIA Can Do for You Speak with a BIOVIA expert to learn how our solutions enable seamless collaboration and sustainable innovation at organizations of every size. [Book a quick chat](/products/biovia/contact) [Join a community](/products/biovia/user-communities) ## (BIOVIA footer)Get Started Courses and classes are available for students, academia, professionals and companies. Find the right BIOVIA training for you. [Find training](/products/biovia/training) ## (BIOVIA footer)Get Help Find information on software & hardware certification, software downloads, user documentation, support contact and services offering [Get support ](/support) [Get services](/products/biovia/services-offering) ![BIOVAI Scientific AI > Dassault Systemes](https://www.3ds.com/assets/invest/2025-08/scientific-ai-hero-banner.jpg) [ Book a quick chat ](/products/biovia/contact) [ Join a BIOVIA User Community ](/products/biovia/user-communities) [BIOVIA Scientific AI video banner](/media/21503) Portfolio Artificial Intelligence