Other
Practical AI for Plastics Innovation: Lessons from R&D Leaders
This webinar will offer a grounded look at what it takes to move from interest in AI to adoption inside product development workflows.
Webinars
Upcoming Webinars
Unlocking Accelerated Product Development by Combining Computational Thermodynamics and Machine Learning
Thu, 10/15/26 @ 7am PT / 10am ET / 4pm CET
In this joint webinar, Thermo-Calc and CITRINE Informatics combine calculated and experimental data for a set of stainless steel alloys within a machine learning framework.
Resilient by Design: How AI Turns Volatility into Materials Advantage
Tue, 11/17/26 @ 7am PT / 10am ET / 4pm CET
This webinar will explore how AI can help technical teams identify strategically important raw materials, stress-test formulations against changing supply and cost constraints, and find credible alternatives faster.
Plastics
Using AI to Cut Costs and Maintain Flammability Compliance in PU Foams
In this webinar, we will walk through a case study demonstrating how AI can simultaneously optimize for cost, mechanical performance, and flame retardancy in PU foams, by integrating domain knowledge with AI-driven experimentation.
How AI is helping plastics companies remove problem ingredients and reduce costs
Artificial intelligence (AI) is emerging as the differentiator that helps leading companies reduce ingredient and processing costs, maintain and improve performance, and stay ahead of evolving regulations. Join this webinar to see how this happens through a PVC case study!
Productive Plastics Recycling with AI
AI is being used both in chemical and mechanical recycling to optimize processes and understand the additives needed to create a consistent product. In this webinar you will see how the Citrine Platform is used to adapt to varying feedstocks and optimize solvent-based recycling.
Increasing Polymer Sustainability Using AI
Attend this webinar to see how AI is being used to increase the sustainability of polymers by increasing recycled content, removing problem additives and optimizing the lifecycle.
AI Polymer Development – Reshaping an Industry
To meet shifts in customer and market demands, supply chain volatility, and emerging regulatory and sustainability initiatives, leaders in Polymers have adopted Artificial Intelligence (AI) to accelerate product ideation, deployment, and scaling.
Coatings, Adhesives and Sealants
AI-Powered Reformulation: Finding PFAS-Free, Lower-VOC Formulations Faster
In this webinar, we will use case studies from industry to illustrate how AI can be used to identify PFAS-free formulations and select surfactant blends for water-based products.
From Data Silos to AI Success: Lessons from Collano’s Journey
In this webinar, Raphael Schaller, CTO of Collano, shares how his team envisioned their data to make it usable for AI-driven materials discovery. He reflects on what he would do differently if starting over, and how adopting the Citrine Platform has accelerated learning, collaboration, and innovation across the organization.
AI for Paints and Coatings: Transforming R&D productivity during the shift to bio-based coatings
This webinar will demonstrate how product teams use the platform to screen new bio-based ingredients, optimize target properties in coatings, and cut reformulation time by 50-80%.
Accelerating Polyolefin-Based Adhesives Development with AI
To meet ever-shifting market, customer, and supply demands, leaders in the formulated adhesives industry have adopted artificial intelligence (AI) to accelerate new polyolefin development.
Join Citrine Informatics and Synthomer to learn how AI-driven R&D leverages historical data alongside expert domain knowledge to enable new product development.
The Value of AI in Paints and Coatings Application Engineering
Application engineering in the coatings and paints industry is undergoing a revolution, and at its core lies the integration of AI. Learn how leaders have adopted AI to increase the speed with which they can meet emerging needs of customers, unlocking new opportunities, more mature conversations, and secure more...
Personal Care and Cosmetics
AI Accelerating Personal Care Product Development and the Move to Plant-based Ingredients
This webinar will focus on how to use machine learning to accelerate your time-to-market with regulatory-compliant, plant-based formulations.
Accelerated Optimization of Product Properties Using AI
This webinar will explain how machine learning is being used by CPG companies to optimize formulations and how that is resulting in quicker time to market, reduced ingredient costs and better, sustainable products.
AI for Clean Beauty
Citrine Informatics' AI platform allows brands — from indies to multinationals — to create better, faster. From reformulations targeting greater biobased and sustainable content to time-sensitive on-trend product ideation, Citrine empowers brands to develop consumer-preferred products with precision.
Specialty Chemicals
Building Resilience with AI-Enabled R&D: How Stepan Responds Faster to Supply and Market Disruption
In this webinar, leaders from Stepan share how the company is using the Citrine AI Platform and materials informatics to strengthen R&D resilience and accelerate its response to changing market conditions.
Change is the only constant – Resilience in Lubricants through AI
Whether it is base oil price changes, additive restrictions or geopolitical trade disputes, the only constant is the need to be able to respond to change in an agile manner.
AI for Chemical Supply Chains to Overcome Disruptions
Supply chain disruptions — whether caused by tariffs, natural disasters, or market volatility — demand swift and strategic responses from specialty chemical companies. Citrine’s AI platform empowers organizations to adapt with agility.
Removing PFAS From Formulations Using AI
Learn how chemicals industry leaders are prioritizing exclusion of per- and polyfluoroalkyl substances from their product development, and leveraging the capabilities of artificial intelligence to quickly react to regulatory changes and position alternatives on the market.
AI for Catalysis – Overcoming Data Scarcity
In this webinar, Malcolm Davidson, Citrine’s Senior Data Solutions Engineer, will describe why AI is particularly suited to modeling catalytic reactions and give examples of how the Citrine Platform overcomes the challenge of data scarcity in catalysis projects.
Introducing AI to a Semiconductor Materials R&D Function
Hear from Vijay Narasimhan, Director of R&D collaborations at EMD Electronics, the Electronics business of Merck, KGaA, Darmstadt, Germany, interviewed by Greg Mulholland, CEO of Citrine Informatics, as he explains how AI was introduced to their central R&D function.
Food and Beverage
AI Optimization of Sensory Properties in a Plant-based Burger – and a Beer
Citrine Informatics' AI platform allows food and beverage companies — from indies to multinationals — to create better, faster. From reformulations reducing sugar, new product ideation with the latest hero ingredient, to process optimization, Citrine empowers brands to develop consumer-preferred products with precision.
Rapid AI-driven Reformulation: Replacing PFAS in Food Packaging with bio-based ingredients
Food retailers are demanding a phasing out of the use of PFAS in food packaging. Consumers are valuing sustainable products. Food and packaging companies need to rapidly reformulate packaging solutions using bio-based ingredients.
Accelerating Consumer Product Development with AI
As consumer product innovation organizations continue to navigate supply chain disruption, ever-increasing sustainability objectives, and global economic uncertainty, today’s consumer goods companies must confront these challenges while seeking growth and delighting customers.
Packaging
AI for Packaging
This webinar demonstrates how AI is used to accelerate the optimization of multi-layer packaging.
Additives and Ingredients
Using Machine Learning to Deepen Customer Conversations in Ingredient Application Engineering
Ingredient suppliers need to respond to customer requests quickly, but also in a nuanced, accurate way that deepens trust in their expertise. Many manufacturers are turning to Application Models to do this.
Hair Care: Hair We Go Again! Optimizing surfactant use in shampoos, using machine learning
We will explore how surfactant producers, contract manufactures, and brands can use machine learning to transition shampoo formulations to plant-based ingredients.
Reducing Costs and Increasing Margins – AI for Ingredients Manufacturers
This webinar will demonstrate how ingredient manufacturers are leveraging the Citrine Platform to optimize production costs, reduce carbon emissions, and minimize energy usage, all while showcasing superior functional performance.
Hear From Industry
Operationalizing AI in Polymer Development: How Syensqo Is Scaling Impact with the Citrine Platform
If your polymer workflows are slowed by complex compounding, limited extruder access, or trial‑and‑error experimentation, you’re not alone. Teams are increasingly finding practical, effective ways to bring AI into their development workflows.
Ready to roll – How Huntsman is rolling out and capturing value from AI
Huntsman Polyurethanes is a global leader in MDI-based polyurethanes. Having successfully pioneered the use of Citrine Informatics' AI platform in the Building Solutions division they are now rolling it out across the business.
Using AI to Increase Research and Development Efficiency – Hear From Saint-Gobain
Hear directly from Dr. Mojdeh Rastgoo-Lemaitre, R&D Digital Product Project Leader at Saint-Gobain as she talks with our Customer Success Principal, Libby vanBuskirk about how the Citrine Platform has increased R&D efficiency and how Saint-Gobain has been so successful at getting widespread enthusiastic use of the Citrine Platform.
How Not to Fail at AI – Transferable Lessons from the Chemical Industry
Join this panel discussion with the Research Director of Syensqo, David Thomas, Peter Van Herzele the BU head for coatings at Dorfner, and the COO of Citrine Informatics, Kyle Killebrew, and see how getting your first AI projects to succeed is the key to your entire AI initiative, why...
The Future of Consumer Packaging: Driving Sustainability with Machine Learning Technologies
Join us for an exclusive webinar, “The Future of Packaging: Driving Sustainability with Machine Learning Technologies,” where we delve into the transformative power of machine learning in optimizing packaging for consumer goods. Discover how cutting-edge AI technologies can simultaneously enhance sustainability, barrier performance, and cost-effectiveness.
Introducing AI to a Semiconductor Materials R&D Function
Hear from Vijay Narasimhan, Director of R&D collaborations at EMD Electronics, the Electronics business of Merck, KGaA, Darmstadt, Germany, interviewed by Greg Mulholland, CEO of Citrine Informatics, as he explains how AI was introduced to their central R&D function.
DataLab: Leading Requires Action
Leading Requires Action is an executive roundtable discussion on the value of implementing AI in product development and R&D, along with how the core challenges to do so are being tackled by the innovators in the materials and chemicals industries.
Join our panel of senior industry executives for a...
DataLab Webinar: The Path to Decarbonization in Materials and Chemicals
Join our DataLab webinar on February 16th with Citrine CEO, Greg Mulholland, and Dr. Julia Attwood, the Head of Sustainable Materials at BloombergNEF.
DataLab Webinar: Accelerating Sustainable Product Development with Materials Informatics
Join our DataLab webinar as Greg Mulholland of Citrine Informatics and Dr. Ashish Batra of Corteva discuss how to incorporate sustainability goals into R&D initiatives.
DataLab Webinar: The Sustainable Future of Agricultural Chemicals
In this webinar, we’re joined by Anantha Desikan, the Executive Vice President and Chief Innovation and Technology Officer at ICL, to discuss sustainability across the agricultural chemical and food supply chain.
DataLab Webinar: Cultural and Technological Transformation in Data-Driven R&D
In this webinar, learn about the founding, growth, and successes of the Data-Driven Design group within Exxon’s materials research and development organization.
Accelerating Polyolefin-Based Adhesives Development with AI
To meet ever-shifting market, customer, and supply demands, leaders in the formulated adhesives industry have adopted artificial intelligence (AI) to accelerate new polyolefin development.
Join Citrine Informatics and Synthomer to learn how AI-driven R&D leverages historical data alongside expert domain knowledge to enable new product development.
AI-driven Generative Material Design
Led by Jan Leuridan, SVP at Siemens Digital and Greg Mulholland, CEO at Citrine, this talk was recorded at Siemens Realize LIVE 2020.
Business Case and Concepts
Preparing Your Product Development Team for AI
In this webinar, we'll explore three mindset shifts that enable formulation and product development teams to realize value from AI sooner: why you don't need perfect data to begin, why useful models don't have to be perfect, and why failed experiments are often the fastest path to better formulations.
Smoothing the path to AI adoption
See how agentic AI workflows and advanced predictive models help teams move from product goal to recommended next experiment faster.
When R&D Meets AI: Compressing Materials Development Timelines
Join a conversation on how AI is changing the way leading materials and chemicals companies develop, reformulate, and commercialize products. We will focus on practical ways to make AI a growth and risk‑reduction tool in real R&D and business development organizations.
Transformative Capabilities: The next paradigm in materials AI
We don’t just lead the field of materials AI — we’re redefining it. Join us as we unveil the next paradigm in materials AI and what it means for the future of innovation.
Smart Data Practices for AI-driven Research and Development
Join us for an insightful webinar on “Smart Data Practices for AI-driven Research and Development,” where you’ll learn how to optimize your data strategies to harness the power of AI. AI is changing the research landscape and the role of those in product development. How data is captured will...
Introduction to Materials and Chemicals Informatics
Over the past 12 years, Citrine Informatics has specialized in materials and chemicals informatics, assisting companies like LyondellBasell, Eastman, and Grace in optimizing technical properties, processing parameters, ingredient costs, and sustainability. AI is now not a nice to have, but an essential tool in remaining competitive.
AI Leadership Playbook: Creating the Future of the Chemical Industry
Machine Learning and AI have proven their worth and have been used to accelerate product development, empower scientists, and reduce raw materials and production costs. This webinar will empower you with the questions you need to ask as a leader in the chemical industry.
How not to Fail at AI
Larger, chemical companies have been early adopters of AI and have seen significant success at accelerating R&D projects and optimizing processes. But, translating that into lasting business impact is the ultimate goal and getting widespread use of AI as a day-to-day “tool” is a harder challenge within existing structures.
DataLab: How to Prepare Chemicals and Materials Data and Teams for AI
Join Dr. Lenore Kubie and Dr. Robert Kieschke for a webinar discussing how teams can efficiently prepare their data as part of digital transformation initiatives.
How the Best Product Experts Learn From AI – as Well as Teach it
In this webinar we will show you both how the Citrine Platform learns from experts and how experts can learn from the AI Models they create to refine their domain knowledge and use it to better choose which experiments to take to the lab.
AI for Chemical Supply Chains to Overcome Disruptions
Supply chain disruptions — whether caused by tariffs, natural disasters, or market volatility — demand swift and strategic responses from specialty chemical companies. Citrine’s AI platform empowers organizations to adapt with agility.
Other
5 Cool Things To Do With The Citrine Platform
With > 580 different projects run on the Citrine Platform each month, companies using our platform are discovering new ways to gain value. In this webinar we will fly through 5 cool things you can do with the Citrine Platform.
Empowering the Next Generation: Teaching AI-Driven Materials Science with the Citrine Platform
Join this webinar to learn how to guide students in building AI models, interpreting results, designing experiments, and selecting optimal candidates for the lab. See the Citrine Platform and understand how easy it is to create an AI model without writing a single line of code.
Artificial Intelligence for Additive Manufacturing
Join our webinar with Dr. James Saal as he discusses how Artificial Intelligence cuts through the complexity of Additive Manufacturing. James will present case studies where Citrine’s technology has been used to solve AM challenges.
Accelerating Battery R&D with Materials Informatics: Electrolyte Formulation and Additive Selection
In this webinar, Dr. Jake Mohin will explore how AI & Materials Informatics can be applied to this domain to accelerate cell testing efforts in the face of high battery development demand.
Digital paradigms for material design: Use of AI and multi-scale physics-based simulation
This webinar will showcase the benefits of combining AI with physics-based simulations at different length scales, from atomic and molecular simulation to microstructural modelling tools and FEA.
Solidarity: Demonstrating Active Allyship
In this panel discussion, Citrine Informatics’ Director of People Operations, Ify Eva Edwards, sits down with other Diversity, Equity, and Belonging leaders to discuss the impact of solidarity.
Barriers to Belonging in Tech
In this panel discussion, Citrine Informatics sits down with Diversity, Equity, and Belonging leaders in Tech to discuss systemic and organizational barriers to experiencing belonging at work.
Panel Discussion: AI-Driven Polymer Development – Challenges and New Horizons
Join Citrine, NIST, Cal Poly, Dow and MIT for a panel discussion about the use of AI for polymers.
Feedback
If you would like to provide suggestions or express support for topics you’d like to see, please email us at content@citrine.io.