Florian Häse

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 10

Top Topics

Finite Alphabet

Bias Correction

Global Optimization

Levenshtein Distance

Top Venues

Mach. Learn. Sci. Technol.

Publications

Riley J. Hickman, Matteo Aldeghi, Florian Häse, Alán Aspuru-Guzik
Bayesian optimization with known experimental and design constraints for chemistry applications. CoRR (2022)
Mario Krenn, Robert Pollice, Si Yue Guo, Matteo Aldeghi, Alba Cervera-Lierta, Pascal Friederich, Gabriel dos Passos Gomes, Florian Häse, Adrian Jinich, AkshatKumar Nigam, Zhenpeng Yao, Alán Aspuru-Guzik
On scientific understanding with artificial intelligence. CoRR (2022)
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)
Matteo Aldeghi, Florian Häse, Riley J. Hickman, Isaac Tamblyn, Alán Aspuru-Guzik
Golem: An algorithm for robust experiment and process optimization. CoRR (2021)
Riley J. Hickman, Florian Häse, Loïc M. Roch, Alán Aspuru-Guzik
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation. CoRR (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)
Mario Krenn, Florian Häse, AkshatKumar Nigam, Pascal Friederich, Alán Aspuru-Guzik
Self-referencing embedded strings (SELFIES): A 100% robust molecular string representation. Mach. Learn. Sci. Technol. 1 (4) (2020)
Mario Krenn, Florian Häse, AkshatKumar Nigam, Pascal Friederich, Alán Aspuru-Guzik
SELFIES: a robust representation of semantically constrained graphs with an example application in chemistry. CoRR (2019)
Florian Häse, Christoph Kreisbeck, Teresa Tamayo-Mendoza, Lars P. E. Yunker, Jason E. Hein, Alán Aspuru-Guzik
ChemOS: Orchestrating autonomous experimentation. Sci. Robotics 3 (19) (2018)