Phillip M. Maffettone - Publications, H-index & Citations

Phillip M. Maffettone

university of oxford

10H指数

36论文数

1.7K被引数

收录论文 12

发表时间

When can we trust structural models derived from pair distribution function measurements?

FARADAY DISCUSSIONS

IF3.1

2025-01-01

OAAI

Maffettone, Phillip M.; Fletcher, William J. K.; Nicholas, Thomas C.; Deringer, Volker L.; Allison, Jane R.; Smith, Lorna J.; Goodwin, Andrew L.

Flexible formulation of value for experiment interpretation and design

MATTER

IF17.5

2024-02-01

PREAI

Carbone, Matthew R.; Kim, Hyeong Jin; Fernando, Chandima; Yoo, Shinjae; Olds, Daniel; Joress, Howie; DeCost, Brian; Ravel, Bruce; Zhang, Yugang; Maffettone, Phillip M.

What is missing in autonomous discovery: open challenges for the community 自主发现中缺少什么: 社区面临的开放挑战

DIGITAL DISCOVERY

IF5.6

2023-01-01

OAAI

Maffettone, Phillip M.; Friederich, Pascal; Baird, Sterling G.; Blaiszik, Ben; Brown, Keith A.; Campbell, Stuart I.; Cohen, Orion A.; Davis, Rebecca L.; Foster, Ian T.; Haghmoradi, Navid; Hereld, Mark; Joress, Howie; Jung, Nicole; Kwon, Ha-Kyung; Pizzuto, Gabriella; Rintamaki, Jacob; Steinmann, Casper; Torresi, Luca; Sun, Shijing

Machine-learning for designing nanoarchitectured materials by dealloying

COMMUNICATIONS MATERIALS

IF9.6

2022-11-09

OAAI

Zhao, Chonghang; Chung, Cheng-Chu; Jiang, Siying; Noack, Marcus M.; Chen, Jiun-Han; Manandhar, Kedar; Lynch, Joshua; Zhong, Hui; Zhu, Wei; Maffettone, Phillip; Olds, Daniel; Fukuto, Masafumi; Takeuchi, Ichiro; Ghose, Sanjit; Caswell, Thomas; Yager, Kevin G.; Chen-Wiegart, Yu-chen Karen

Delivering real-time multi-modal materials analysis with enterprise beamlines

CELL REPORTS PHYSICAL SCIENCE

IF7.3

2022-11-01

OAAI

Maffettone, Phillip M.; Campbell, Stuart; Hanwell, Marcus D.; Wilkins, Stuart; Olds, Daniel

Machine learning enabling high-throughput and remote operations at large-scale user facilities

DIGITAL DISCOVERY

IF5.6

2022-01-01

OAAI

Konstantinova, Tatiana; Maffettone, Phillip M.; Ravel, Bruce; Campbell, Stuart I.; Barbour, Andi M.; Olds, Daniel

Constrained non-negative matrix factorization enabling real-time insights of in situ and high-throughput experiments

APPLIED PHYSICS REVIEWS

IF11.6

2021-11-11

OAAI

Maffettone, Phillip M.; Daly, Aidan C.; Olds, Daniel

Deep learning for visualization and novelty detection in large X-ray diffraction datasets

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-07-09

OAAI

Banko, Lars; Maffettone, Phillip M.; Naujoks, Dennis; Olds, Daniel; Ludwig, Alfred

Crystallography companion agent for high-throughput materials discovery 用于高通量材料发现的晶体学伴侣

NATURE COMPUTATIONAL SCIENCE

IF18.3

2021-04-19

OAAI

Maffettone, Phillip M.; Banko, Lars; Cui, Peng; Lysogorskiy, Yury; Little, Marc A.; Olds, Daniel; Ludwig, Alfred; Cooper, Andrew, I

Gaming the beamlines-employing reinforcement learning to maximize scientific outcomes at large-scale user facilities

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-03-25

OAAI

Maffettone, Phillip M.; Lynch, Joshua K.; Caswell, Thomas A.; Cook, Clara E.; Campbell, Stuart, I; Olds, Daniel

Combining machine learning and high-throughput experimentation to discover photocatalytically active organic molecules

CHEMICAL SCIENCE

IF7.4

2021-01-01

OAAI

Li, Xiaobo; Maffettone, Phillip M.; Che, Yu; Liu, Tao; Chen, Linjiang; Cooper, Andrew I.

A mobile robotic chemist 移动机器人化学家

NATURE

IF48.5

2020-07-08

766

PREAI

Burger, Benjamin; Maffettone, Phillip M.; Gusev, Vladimir V.; Aitchison, Catherine M.; Bai, Yang; Wang, Xiaoyan; Li, Xiaobo; Alston, Ben M.; Li, Buyi; Clowes, Rob; Rankin, Nicola; Harris, Brandon; Sprick, Reiner Sebastian; Cooper, Andrew I.

研究方向