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Loïc Roch

10PUBLICATIONS

27CO-AUTHORS

Medical biochemistry - inorganic elements and compoundsChemical and thermal processes in energy and combustionReaction engineering (excl. nuclear reactions)Functional materialsOptical properties of materials

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Publications (10)

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|Jul 23, 2025

Best practices for multi-fidelity Bayesian optimization in materials and molecular research.

Víctor Sabanza-Gil, Riccardo Barbano, Daniel Pacheco Gutiérrez

|May 24, 2024

Combining Bayesian optimization and automation to simultaneously optimize reaction conditions and routes.

Oliver Schilter, Daniel Pacheco Gutierrez, Linnea M Folkmann

|Dec 04, 2023

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

Daniel Pacheco Gutierrez, Linnea M Folkmann, Hermann Tribukait

|Nov 03, 2020

ChemOS: Orchestrating autonomous experimentation.

Loïc M Roch, Florian Häse, Christoph Kreisbeck

|Sep 12, 2020

Designing and understanding light-harvesting devices with machine learning.

Florian Häse, Loïc M Roch, Pascal Friederich

|May 20, 2020

Self-driving laboratory for accelerated discovery of thin-film materials.

B P MacLeod, F G L Parlane, T D Morrissey

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Frequent Collaborators

5 joint publications

Alán Aspuru-Guzik

4 joint publications

Florian Häse

2 joint publications

Lars P E Yunker

1 joint publications

B P MacLeod

1 joint publications

F G L Parlane

1 joint publications

T D Morrissey

1 joint publications

K E Dettelbach

1 joint publications

R Moreira

1 joint publications

M B Rooney

1 joint publications

V Lai

Frequent Collaborators

5 joint publications

Alán Aspuru-Guzik

4 joint publications

Florian Häse

2 joint publications

Lars P E Yunker

1 joint publications

B P MacLeod

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