Florian Häse - Publications, H-index & Citations

Florian Häse

helmholtz-center munich - german research center for environmental health

21H指数

60论文数

4.4K被引数

收录论文 25

发表时间

Machine learning models to accelerate the design of polymeric long-acting injectables 加速聚合物长效注射剂设计的机器学习模型

NATURE COMMUNICATIONS

IF15.7

2023-01-10

OAAI

Bannigan, Pauric; Bao, Zeqing; Hickman, Riley J.; Aldeghi, Matteo; Hase, Florian; Aspuru-Guzik, Alan; Allen, Christine

Bayesian optimization with known experimental and design constraints for chemistry applications

DIGITAL DISCOVERY

IF5.6

2022-01-01

OAAI

Hickman, Riley J.; Aldeghi, Matteo; Hase, Florian; Aspuru-Guzik, Alan

Data-science driven autonomous process optimization

COMMUNICATIONS CHEMISTRY

IF6.2

2021-08-02

127

OAAI

Christensen, 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.

Machine learning directed drug formulation development 机器学习指导的药物制剂开发

ADVANCED DRUG DELIVERY REVIEWS

IF17.6

2021-08-01

123

PREAI

Bannigan, Pauric; Aldeghi, Matteo; Bao, Zeqing; Hase, Florian; Aspuru-Guzik, Alan; Allen, Christine

Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge Gryffin: 一种基于专家知识的分类变量贝叶斯优化算法

APPLIED PHYSICS REVIEWS

IF11.6

2021-07-15

OAAI

Haese, Florian; Aldeghi, Matteo; Hickman, Riley J.; Roch, Loic M.; Aspuru-Guzik, Alan

Olympus: a benchmarking framework for noisy optimization and experiment planning

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-07-12

OAAI

Hase, Florian; Aldeghi, Matteo; Hickman, Riley J.; Roch, Loic M.; Christensen, Melodie; Liles, Elena; Hein, Jason E.; Aspuru-Guzik, Alan

Machine-learned potentials for next-generation matter simulations 下一代物质模拟的机器学习潜力

NATURE MATERIALS

IF38.5

2021-05-27

299

PREAI

Friederich, Pascal; Hase, Florian; Proppe, Jonny; Aspuru-Guzik, Alan

Automated design of superconducting circuits and its application to 4-local couplers

NPJ QUANTUM INFORMATION

IF8.3

2021-03-11

OAAI

Menke, Tim; Hase, Florian; Gustavsson, Simon; Kerman, Andrew J.; Oliver, William D.; Aspuru-Guzik, Alan

A feasible approach for automatically differentiable unitary coupled-cluster on quantum computers

CHEMICAL SCIENCE

IF7.4

2021-01-01

OAAI

Kottmann, Jakob S.; Anand, Abhinav; Aspuru-Guzik, Alan

Golem: an algorithm for robust experiment and process optimization

CHEMICAL SCIENCE

IF7.4

2021-01-01

OAAI

Aldeghi, Matteo; Hase, Florian; Hickman, Riley J.; Tamblyn, Isaac; Aspuru-Guzik, Alan

Designing and understanding light-harvesting devices with machine learning 使用机器学习设计和理解集光设备

NATURE COMMUNICATIONS

IF15.7

2020-09-11

OAAI

Hase, Florian; Roch, Loic M.; Friederich, Pascal; Aspuru-Guzik, Alan

Self-driving laboratory for accelerated discovery of thin-film materials 加速发现薄膜材料的自动驾驶实验室

SCIENCE ADVANCES

IF12.5

2020-05-15

373

OAAI

MacLeod, 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.

From Absorption Spectra to Charge Transfer in Nanoaggregates of Oligomers with Machine Learning

ACS NANO

IF16

2020-04-27

PREAI

Roch, Loic M.; Saikin, Semion K.; Hase, Florian; Friederich, Pascal; Goldsmith, Randall H.; Leon, Salvador; Aspuru-Guzik, Alan

Beyond Ternary OPV: High-Throughput Experimentation and Self-Driving Laboratories Optimize Multicomponent Systems

ADVANCED MATERIALS

IF26.8

2020-02-12

176

OAAI

Langner, Stefan; Hase, Florian; Perea, Jose Dario; Stubhan, Tobias; Hauch, Jens; Roch, Loic M.; Heumueller, Thomas; Aspuru-Guzik, Alan; Brabec, Christoph J.

Oscillatory Active-Site Motions Correlate with Kinetic Isotope Effects in Formate Dehydrogenase

ACS CATALYSIS

IF13.1

2019-10-25

OAAI

Pagano, 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.

Next-Generation Experimentation with Self-Driving Laboratories 下一代自动驾驶实验室实验

TRENDS IN CHEMISTRY

IF13.6

2019-06-01

202

PREAI

Hase, Florian; Roch, Loic M.; Aspuru-Guzik, Alan

How machine learning can assist the interpretation of ab initio molecular dynamics simulations and conceptual understanding of chemistry

CHEMICAL SCIENCE

IF7.4

2019-01-01

OAAI