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  1. Article

    Open Access

    Active learning streamlines development of high performance catalysts for higher alcohol synthesis

    Develo** efficient catalysts for syngas-based higher alcohol synthesis (HAS) remains a formidable research challenge. The chain growth and CO insertion requirements demand multicomponent materials, whose com...

    Manu Suvarna, Tangsheng Zou, Sok Ho Chong, Yuzhen Ge in Nature Communications (2024)

  2. No Access

    Article

    Embracing data science in catalysis research

    Accelerating catalyst discovery and development is of paramount importance in addressing the global energy, sustainability and healthcare demands. The past decade has witnessed significant momentum in harnessi...

    Manu Suvarna, Javier Pérez-Ramírez in Nature Catalysis (2024)

  3. Article

    Open Access

    Language models and protocol standardization guidelines for accelerating synthesis planning in heterogeneous catalysis

    Synthesis protocol exploration is paramount in catalyst discovery, yet kee** pace with rapid literature advances is increasingly time intensive. Automated synthesis protocol analysis is attractive for swiftl...

    Manu Suvarna, Alain Claude Vaucher, Sharon Mitchell, Teodoro Laino in Nature Communications (2023)