Florian Häse

According to our database, Florian Häse authored at least 9 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

On scientific understanding with artificial intelligence.

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

CoRR, 2022

Bayesian optimization with known experimental and design constraints for chemistry applications.

Riley J. Hickman, Matteo Aldeghi, Florian Häse, Alán Aspuru-Guzik

CoRR, 2022

2021

Olympus: a benchmarking framework for noisy optimization and experiment planning.

Florian Häse, Matteo Aldeghi, Riley J. Hickman, Loïc M. Roch, Melodie Christensen, Elena Liles, Jason E. Hein, Alán Aspuru-Guzik

Mach. Learn. Sci. Technol., September, 2021

Golem: An algorithm for robust experiment and process optimization.

Matteo Aldeghi, Florian Häse, Riley J. Hickman, Isaac Tamblyn, Alán Aspuru-Guzik

CoRR, 2021

Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation.

Riley J. Hickman, Florian Häse, Loïc M. Roch, Alán Aspuru-Guzik

CoRR, 2021

2020

Self-referencing embedded strings (SELFIES): A 100% robust molecular string representation.

Mario Krenn, Florian Häse, AkshatKumar Nigam, Pascal Friederich, Alán Aspuru-Guzik

Mach. Learn. Sci. Technol., 2020

Gryffin: An algorithm for Bayesian optimization for categorical variables informed by physical intuition with applications to chemistry.

Florian Häse, Loïc M. Roch, Alán Aspuru-Guzik

CoRR, 2020

2019

SELFIES: a robust representation of semantically constrained graphs with an example application in chemistry.

Mario Krenn, Florian Häse, AkshatKumar Nigam, Pascal Friederich, Alán Aspuru-Guzik

CoRR, 2019

2018

ChemOS: Orchestrating autonomous experimentation.

Florian Häse, Christoph Kreisbeck, Teresa Tamayo-Mendoza, Lars P. E. Yunker, Jason E. Hein, Alán Aspuru-Guzik

Sci. Robotics, 2018