11.30 Marco Musto - Citrine.pdf

1、1Adhesives&Bonding Expo 2024Stuttgart,DE,5thDecemberAccelerating Formulation of Adhesives and Thermal Accelerating Formulation of Adhesives and Thermal Interfaces with AIInterfaces with AIMarco MustoCitrine Informatics.Senior Research ScientistOverview of Citrine3AI FOR PRODUCT DEVELOPMENT,PRODUCTIO

2、N,AND SALES Founded in 2013 Global team across Americas&EU Corporate&academic clients/collaborators Cloud-based SaaS materials informatics platformConfidential4Confidentialglobal global ChemicalsChemicalscompaniescompaniesglobal global Adhesives&Sealants Adhesives&Sealants companiescompaniesglobal g

3、lobal Personal Care&BeautyPersonal Care&Beautycompaniescompanies4 4 2 of the top 10of the top 10of thetop 10OUR CLIENTS ARE GETTING RESULTS WITH AI TODAYConfidentialREMOVING PFAS FROM ADHESIVES5The ProblemAccelerate product development in response to regulatory demandsUnable to achieve critical brea

4、kthroughs using internal resourcesPressure sensitive adhesive excluding PFAS,same performanceThe ProcessLaunched a pilot project in first month to reach autonomyIn the following 2 months,single user generated 25 new models autonomously.Within first quarter,assessed millions of ingredient combination

5、s,The OutcomeFirst breakthrough candidate identified in 4 monthsCustomer planned data integration alongside rapid enterprise expansionCustomer team estimates to have saved 2 years of R&D work on a project that would typically be 5 years.A global materials conglomerate successfully reformulated an ad

6、hesive to exclude PFAS and saved 2 yearsof R&D work on a 5-year project.ConfidentialFROM ZERO DATA TO ON-TARGET LOCALIZED FORMULATIONS IN 5 MONTHS6The ProblemStarting from scratch with new locally-sourced ingredients on new processing equipment.No historical data available.Hit the same performance c