Riley J. Hickman

According to our database, Riley J. Hickman authored at least 7 papers between 2020 and 2022.

Collaborative distances:

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

2022

Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS.

Gary Tom, Riley J. Hickman, Aniket Zinzuwadia, Afshan Mohajeri, Benjamín Sánchez-Lengeling, 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

Assigning Confidence to Molecular Property Prediction.

AkshatKumar Nigam, Robert Pollice, Matthew F. D. Hurley, Riley J. Hickman, Matteo Aldeghi, Naruki Yoshikawa, Seyone Chithrananda, Vincent A. Voelz, Alán Aspuru-Guzik

CoRR, 2021

2020

VHEGEN: A vibronic Hamiltonian expansion generator for trigonal and tetragonal polyatomic systems.

Robert A. Lang, Riley J. Hickman, Tao Zeng

Comput. Phys. Commun., 2020