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R

Riley J. Hickman

university of toronto

17H-index
53Paper Count
1.5KCitation Count
Published Papers 22
Publication Date
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Machine learning-assisted exploration of multidrug-drug administration regimens for organoid arrays
errScience Advances
IF12.5
err2025-07-30
err0
PREAI
errIlya Yakavets; Sina Kheiri; Jennifer Cruickshank; Riley J. Hickman; Faeze Rakhshani; Matteo Aldeghi; Ella M. Rajaonson; Edmond W.K. Young; Alán Aspuru-Guzik; David W. Cescon; Eugenia Kumacheva
errShare
errSave
Anubis: Bayesian optimization with unknown feasibility constraints for scientific experimentation
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errRiley J. Hickman; Gary Tom; Yunheng Zou; Matteo Aldeghi ‡; Alán Aspuru-Guzik
errShare
errSave
ChemOS 2.0: An orchestration architecture for chemical self-driving laboratories
errMATTER
IF17.5
err2024-09-01
err8
PREAI
errSim, Malcolm; Vakili, Mohammad Ghazi; Strieth-Kalthoff, Felix; Hao, Han; Hickman, Riley J.; Miret, Santiago; Pablo-Garcia, Sergio; Aspuru-Guzik, Alan
errShare
errSave
The Dawn of a New Pharmaceutical Epoch: Can AI and Robotics Reshape Drug Formulation?
errADVANCED HEALTHCARE MATERIALS
IF9.6
err2024-08-18
err1
errOAAI
errBannigan, Pauric; Hickman, Riley J.; Aspuru-Guzik, Alan; Allen, Christine
errShare
errSave
Atlas: a brain for self-driving laboratories
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err0
errOAAI
errHickman, Riley J.; Sim, Malcolm; Pablo-Garcia, Sergio; Tom, Gary; Woolhouse, Ivan; Hao, Han; Bao, Zeqing; Bannigan, Pauric; Allen, Christine; Aldeghi, Matteo; Aspuru-Guzik, Alan
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errSave
Data-driven development of an oral lipid-based nanoparticle formulation of a hydrophobic drug
errDRUG DELIVERY AND TRANSLATIONAL RESEARCH
IF5.5
err2023-12-29
err6
errOAAI
errBao, Zeqing; Yung, Fion; Hickman, Riley J.; Aspuru-Guzik, Alan; Bannigan, Pauric; Allen, Christine
errShare
errSave
Revolutionizing drug formulation development: The increasing impact of machine learning
errADVANCED DRUG DELIVERY REVIEWS
IF17.6
err2023-11-01
err25
PREAI
errBao, Zeqing; Bufton, Jack; Hickman, Riley J.; Aspuru-Guzik, Alan; Bannigan, Pauric; Allen, Christine
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errSave
The Role of Experimental Noise in a Hybrid Classical-Molecular Computer to Solve Combinatorial Optimization Problems
errACS CENTRAL SCIENCE
IF10.4
err2023-07-14
err1
errOAAI
errKrasecki, Veronica K.; Sharma, Abhishek; Cavell, Andrew C.; Forman, Christopher; Guo, Si Yue; Jensen, Evan Thomas; Smith, Mackinsey A.; Czerwinski, Rachel; Friederich, Pascal; Hickman, Riley J.; Gianneschi, Nathan; Aspuru-Guzik, Alan; Cronin, Leroy; Goldsmith, Randall H.
errShare
errSave
Self-driving laboratories: A paradigm shift in nanomedicine development
errMATTER
IF17.5
err2023-04-01
err28
errOAAI
errHickman, Riley J.; Bannigan, Pauric; Bao, Zeqing; Aspuru-Guzik, Alan; Allen, Christine
errShare
errSave
Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS
errDIGITAL DISCOVERY
IF5.6
err2023-01-01
err15
errOAAI
errTom, Gary; Hickman, Riley J.; Zinzuwadia, Aniket; Mohajeri, Afshan; Sanchez-Lengeling, Benjamin; Aspuru-Guzik, Alan
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errSave
Equipping data-driven experiment planning for Self-driving Laboratories with semantic memory: case studies of transfer learning in chemical reaction optimization
errREACTION CHEMISTRY & ENGINEERING
IF3.1
err2023-01-01
err7
PREAI
errHickman, Riley J.; Ruza, Jurgis; Tribukait, Hermann; Roch, Loic M.; Garcia-Duran, Alberto
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errSave
Routescore: Punching the Ticket to More Efficient Materials Development
errACS CENTRAL SCIENCE
IF10.4
err2022-01-06
err9
errOAAI
errSeifrid, Martin; Hickman, Riley J.; Aguilar-Granda, Andres; Lavigne, Cyrille; Vestfrid, Jenya; Wu, Tony C.; Gaudin, Theophile; Hopkins, Emily J.; Aspuru-Guzik, Alan
errShare
errSave
Bayesian optimization with known experimental and design constraints for chemistry applications
errDIGITAL DISCOVERY
IF5.6
err2022-01-01
err23
errOAAI
errHickman, Riley J.; Aldeghi, Matteo; Hase, Florian; Aspuru-Guzik, Alan
errShare
errSave
Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge
errAPPLIED PHYSICS REVIEWS
IF11.6
err2021-07-15
err89
errOAAI
errHaese, Florian; Aldeghi, Matteo; Hickman, Riley J.; Roch, Loic M.; Aspuru-Guzik, Alan
errShare
errSave
Olympus: a benchmarking framework for noisy optimization and experiment planning
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-07-12
err54
errOAAI
errHase, Florian; Aldeghi, Matteo; Hickman, Riley J.; Roch, Loic M.; Christensen, Melodie; Liles, Elena; Hein, Jason E.; Aspuru-Guzik, Alan
errShare
errSave
Assigning confidence to molecular property prediction
errEXPERT OPINION ON DRUG DISCOVERY
IF4.9
err2021-06-15
err38
errOAAI
errNigam, AkshatKumar; Pollice, Robert; Hurley, Matthew F. D.; Hickman, Riley J.; Aldeghi, Matteo; Yoshikawa, Naruki; Chithrananda, Seyone; Voelz, Vincent A.; Aspuru-Guzik, Alan
errShare
errSave
A molecular computing approach to solving optimization problems via programmable microdroplet arrays
errMATTER
IF17.5
err2021-04-01
err11
errOAAI
errGuo, Si Yue; Friederich, Pascal; Cao, Yudong; Wu, Tony C.; Forman, Christopher J.; Mendoza, Douglas; Degroote, Matthias; Cavell, Andrew; Krasecki, Veronica; Hickman, Riley J.; Sharma, Abhishek; Cronin, Leroy; Gianneschi, Nathan; Goldsmith, Randall H.; Aspuru-Guzik, Alan
errShare
errSave
Data-Driven Strategies for Accelerated Materials Design
errACCOUNTS OF CHEMICAL RESEARCH
IF17.7
err2021-02-02
err212
errOAAI
errPollice, Robert; Gomes, Gabriel dos Passos; Aldeghi, Matteo; Hickman, Riley J.; Krenn, Mario; Lavigne, Cyrille; Lindner-D'Addario, Michael; Nigam, AkshatKumar; Ser, Cher Tian; Yao, Zhenpeng; Aspuru-Guzik, Alan
errShare
errSave
Golem: an algorithm for robust experiment and process optimization
errCHEMICAL SCIENCE
IF7.4
err2021-01-01
err19
errOAAI
errAldeghi, Matteo; Hase, Florian; Hickman, Riley J.; Tamblyn, Isaac; Aspuru-Guzik, Alan
errShare
errSave
VHEGEN: A vibronic Hamiltonian expansion generator for trigonal and tetragonal polyatomic systems
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2020-02-01
err7
errOAAI
errLang, Robert A.; Hickman, Riley J.; Zeng, Tao
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 933
L
Leroy Cronin
H-index: 99 · Papers: 1.4K
E
Eugenia Kumacheva
H-index: 87 · Papers: 346
N
Nathan C. Gianneschi
H-index: 69 · Papers: 375
C
Christine Allen
H-index: 69 · Papers: 355
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