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Florian Häse

helmholtz-center munich - german research center for environmental health

21H-index
60Paper Count
4.4KCitation Count
Published Papers 25
Publication Date
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Machine learning models to accelerate the design of polymeric long-acting injectables
errNATURE COMMUNICATIONS
IF15.7
err2023-01-10
err66
errOAAI
errBannigan, Pauric; Bao, Zeqing; Hickman, Riley J.; Aldeghi, Matteo; Hase, Florian; Aspuru-Guzik, Alan; Allen, Christine
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
Data-science driven autonomous process optimization
errCOMMUNICATIONS CHEMISTRY
IF6.2
err2021-08-02
err127
errOAAI
errChristensen, Melodie; Yunker, Lars P. E.; Adedeji, Folarin; Hase, Florian; Roch, Loic M.; Gensch, Tobias; dos Passos Gomes, Gabriel; Zepel, Tara; Sigman, Matthew S.; Aspuru-Guzik, Alan; Hein, Jason E.
errShare
errSave
Machine learning directed drug formulation development
errADVANCED DRUG DELIVERY REVIEWS
IF17.6
err2021-08-01
err123
PREAI
errBannigan, Pauric; Aldeghi, Matteo; Bao, Zeqing; Hase, Florian; Aspuru-Guzik, Alan; Allen, Christine
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
Machine-learned potentials for next-generation matter simulations
errNATURE MATERIALS
IF38.5
err2021-05-27
err299
PREAI
errFriederich, Pascal; Hase, Florian; Proppe, Jonny; Aspuru-Guzik, Alan
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errSave
Automated design of superconducting circuits and its application to 4-local couplers
errNPJ QUANTUM INFORMATION
IF8.3
err2021-03-11
err21
errOAAI
errMenke, Tim; Hase, Florian; Gustavsson, Simon; Kerman, Andrew J.; Oliver, William D.; Aspuru-Guzik, Alan
errShare
errSave
A feasible approach for automatically differentiable unitary coupled-cluster on quantum computers
errCHEMICAL SCIENCE
IF7.4
err2021-01-01
err57
errOAAI
errKottmann, Jakob S.; Anand, Abhinav; 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
Designing and understanding light-harvesting devices with machine learning
errNATURE COMMUNICATIONS
IF15.7
err2020-09-11
err66
errOAAI
errHase, Florian; Roch, Loic M.; Friederich, Pascal; Aspuru-Guzik, Alan
errShare
errSave
Self-driving laboratory for accelerated discovery of thin-film materials
errSCIENCE ADVANCES
IF12.5
err2020-05-15
err373
errOAAI
errMacLeod, B. P.; Parlane, F. G. L.; Morrissey, T. D.; Hase, F.; Roch, L. M.; Dettelbach, K. E.; Moreira, R.; Yunker, L. P. E.; Rooney, M. B.; Deeth, J. R.; Lai, V; Ng, G. J.; Situ, H.; Zhang, R. H.; Elliott, M. S.; Haley, T. H.; Dvorak, D. J.; Aspuru-Guzik, A.; Hein, J. E.; Berlinguette, C. P.
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errSave
From Absorption Spectra to Charge Transfer in Nanoaggregates of Oligomers with Machine Learning
errACS NANO
IF16
err2020-04-27
err12
PREAI
errRoch, Loic M.; Saikin, Semion K.; Hase, Florian; Friederich, Pascal; Goldsmith, Randall H.; Leon, Salvador; Aspuru-Guzik, Alan
errShare
errSave
Beyond Ternary OPV: High-Throughput Experimentation and Self-Driving Laboratories Optimize Multicomponent Systems
errADVANCED MATERIALS
IF26.8
err2020-02-12
err176
errOAAI
errLangner, Stefan; Hase, Florian; Perea, Jose Dario; Stubhan, Tobias; Hauch, Jens; Roch, Loic M.; Heumueller, Thomas; Aspuru-Guzik, Alan; Brabec, Christoph J.
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errSave
Oscillatory Active-Site Motions Correlate with Kinetic Isotope Effects in Formate Dehydrogenase
errACS CATALYSIS
IF13.1
err2019-10-25
err33
errOAAI
errPagano, Philip; Guo, Qi; Ranasinghe, Chethya; Schroeder, Evan; Robben, Kevin; Hase, Florian; Ye, Hepeng; Wickersham, Kyle; Aspuru-Guzik, Alan; Major, Dan T.; Gakhar, Lokesh; Kohen, Amnon; Cheatum, Christopher M.
errShare
errSave
Next-Generation Experimentation with Self-Driving Laboratories
errTRENDS IN CHEMISTRY
IF13.6
err2019-06-01
err202
PREAI
errHase, Florian; Roch, Loic M.; Aspuru-Guzik, Alan
errShare
errSave
How machine learning can assist the interpretation of ab initio molecular dynamics simulations and conceptual understanding of chemistry
errCHEMICAL SCIENCE
IF7.4
err2019-01-01
err87
errOAAI
errHase, Florian; Galvan, Ignacio Fdez.; Aspuru-Guzik, Alan; Lindh, Roland; Vacher, Morgane
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errSave
Phoenics: A Bayesian Optimizer for Chemistry
errACS CENTRAL SCIENCE
IF10.4
err2018-08-24
err243
errOAAI
errHase, Florian; Roch, Loic M.; Kreisbeck, Christoph; Aspuru-Guzik, Alan
errShare
errSave
ChemOS: Orchestrating autonomous experimentation
errSCIENCE ROBOTICS
IF27.5
err2018-06-20
err118
PREAI
errRoch, Loic M.; Hase, Florian; Kreisbeck, Christoph; Tamayo-Mendoza, Teresa; Yunker, Lars P. E.; Hein, Jason E.; Aspuru-Guzik, Alan
errShare
errSave
Chimera: enabling hierarchy based multi-objective optimization for self-driving laboratories
errCHEMICAL SCIENCE
IF7.4
err2018-01-01
err105
errOAAI
errHase, Florian; Roch, Loic M.; Aspuru-Guzik, Alan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Christoph J. Brabec
H-index: 149 · Papers: 1.2K
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 933
M
Matthew S. Sigman
H-index: 99 · Papers: 576
R
Robert E. Blankenship
H-index: 76 · Papers: 488
C
Curtis P. Berlinguette
H-index: 73 · Papers: 337
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