Edy Mariano

École Polytechnique Fédérale de Lausanne

Papers

1

Total Citations

25

H-Index

1

About

Edy Mariano is a leading figure at the intersection of data science and catalysis, driving the digital transformation of chemical discovery. As a key architect of the Swiss CAT+ initiative, Mariano co-heads a landmark ETH-domain infrastructure project that unites EPFL and ETH Zurich. Their major contribution is the creation of an integrated technology platform that fuses automated, high-throughput experimentation with advanced computational data analysis, effectively turning catalyst research into a data-driven science. This work, detailed in their highly cited 2023 paper "Swiss CAT+, a Data-driven Infrastructure for Accelerated Catalysts Discovery and Optimization" (25 citations), provides the scientific community with a powerful new tool to bypass traditional trial-and-error methods. By enabling rapid synthesis, testing, and machine-learning-guided optimization of catalytic materials, Mariano is accelerating the development of sustainable chemical processes. Their efforts are not only reducing the time from hypothesis to breakthrough but are also establishing a new paradigm for collaborative, open-access research in catalysis, positioning them as a pivotal innovator in the field.

Research Focus

Key Achievements

1
H-Index
1
Papers
25
Total Citations
25
Avg Citations/Paper
🏆 Most Cited Paper
Swiss CAT+, a Data-driven Infrastructure for Accelerated Catalysts Discovery and Optimization
25 citations · 2023
📈 Most Prolific Year: 2023 (1 Papers)
🤝 Key Collaborators: 12
🏛 Institutions: École Polytechnique Fédérale de Lausanne

Top Papers

  1. 1

Key Collaborators

Contact & Links

Available for collaboration
Content generated · 11 days ago