Riley J. Hickman

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Bias Correction

Experimental Conditions

Probabilistic Model

Top Venues

Mach. Learn. Sci. Technol.

Comput. Phys. Commun.

Publications

Riley J. Hickman, Matteo Aldeghi, Florian Häse, Alán Aspuru-Guzik
Bayesian optimization with known experimental and design constraints for chemistry applications. CoRR (2022)
Gary Tom, Riley J. Hickman, Aniket Zinzuwadia, Afshan Mohajeri, Benjamín Sánchez-Lengeling, Alán Aspuru-Guzik
Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS. 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)
AkshatKumar Nigam, Robert Pollice, Matthew F. D. Hurley, Riley J. Hickman, Matteo Aldeghi, Naruki Yoshikawa, Seyone Chithrananda, Vincent A. Voelz, Alán Aspuru-Guzik
Assigning Confidence to Molecular Property Prediction. CoRR (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)
Robert A. Lang, Riley J. Hickman, Tao Zeng
VHEGEN: A vibronic Hamiltonian expansion generator for trigonal and tetragonal polyatomic systems. Comput. Phys. Commun. 247 (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)