Loïc M. Roch

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 5

Top Topics

Theoretical Framework

Bias Correction

Main Contribution

Optimization Scheme

Top Venues

Mach. Learn. Sci. Technol.

Publications

Florian Häse, Matteo Aldeghi, Riley J. Hickman, Loïc M. Roch, Melodie Christensen, Elena Liles, Jason E. Hein, Alán Aspuru-Guzik
Olympus: a benchmarking framework for noisy optimization and experiment planning. Mach. Learn. Sci. Technol. 2 (3) (2021)
Riley J. Hickman, Florian Häse, Loïc M. Roch, Alán Aspuru-Guzik
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation. CoRR (2021)
Pascal Friederich, Salvador León, José Darío Perea, Loïc M. Roch, Alán Aspuru-Guzik
The influence of sorbitol doping on aggregation and electronic properties of PEDOT: PSS: a theoretical study. Mach. Learn. Sci. Technol. 2 (1) (2021)
Florian Häse, Loïc M. Roch, Alán Aspuru-Guzik
Gryffin: An algorithm for Bayesian optimization for categorical variables informed by physical intuition with applications to chemistry. CoRR (2020)
Florian Häse, Matteo Aldeghi, Riley J. Hickman, Loïc M. Roch, Melodie Christensen, Elena Liles, Jason E. Hein, Alán Aspuru-Guzik
Olympus: a benchmarking framework for noisy optimization and experiment planning. CoRR (2020)