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researcher

L. Roch

6 papers hereh-index 203.5k citations43 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • physics.app-ph2
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedPHOENICS: A universal deep Bayesian optimizer

8 citations · 13 across the 4 of their papers we have counts for

collaborators
Showing physics.app-phShow all

2 papers · 1 filter

physics.app-ph2019

Beyond Ternary OPV: High-Throughput Experimentation and Self-Driving Laboratories Optimize Multi-Component Systems

Stefan Langner, Florian Häse, José Darío Perea +6

Fundamental advances to increase the efficiency as well as stability of organic photovoltaics (OPVs) are achieved by designing ternary blends which represents a clear trend towards…

physics.app-ph2019

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

Benjamin P. MacLeod, Fraser G. L. Parlane, Thomas D. Morrissey +17

Discovering and optimizing commercially viable materials for clean energy applications typically takes over a decade. Self-driving laboratories that iteratively design, execute, an…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.