Hermann Tribukait

Materials Acceleration Platforms: On the way to autonomous experimentation

Martha M. Flores‐Leonar, L.M. Mejía-Mendoza, Andrés Aguilar‐Granda et al. · Current Opinion in Green and Sustainable Chemistry · 2020 · 164 citations

Engineering, Materials Engineering, Materials Science +8

Accelerated exploration of heterogeneous CO2 hydrogenation catalysts by Bayesian-optimized high-throughput and automated experimentation

Adrián Ramírez, Erwin Lam, Daniel Pacheco Gutiérrez et al. · Chem Catalysis · 2024 · 37 citations · Full text

Natural Sciences, Chemical Engineering, Chemistry +16

Equipping data-driven experiment planning for Self-driving Laboratories with semantic memory: case studies of transfer learning in chemical reaction optimization

Riley J. Hickman, Jurgis Ruža, Hermann Tribukait et al. · Reaction Chemistry & Engineering · 2023 · 18 citations

Computing, Chemistry, Computer Science +16

Equipping data-driven experiment planning for Self-driving Laboratories with semantic memory: case studies of transfer learning in chemical reaction optimization

Riley J. Hickman, Jurgis Ruža, Hermann Tribukait et al. · ChemRxiv · 2022 · 15 citations · Full text

Computing, Chemistry, Computer Science +16

How to Accelerate R&D and Optimize Experiment Planning with Machine Learning and Data Science

Daniel Pacheco Gutiérrez, Linnea M. Folkmann, Hermann Tribukait et al. · CHIMIA International Journal for Chemistry · 2023 · 15 citations · Full text

Computing, Data Science, Visualization +17