Alexei A. Lapkin

University of Cambridge, The Cambridge Centre for Advanced Research and Education in Singapore

论文数

13

总引用数

490

H-Index

8

关于

暂无简介。

研究焦点

Computer science13 · 490 次引用
Artificial intelligence8 · 442 次引用
Engineering9 · 335 次引用
Machine learning4 · 333 次引用
Data science4 · 216 次引用
Chemistry5 · 181 次引用
Biochemical engineering3 · 152 次引用
Organic chemistry3 · 150 次引用
Selection (genetic algorithm)2 · 149 次引用
Solvent1 · 139 次引用
Catalysis1 · 139 次引用
Workflow5 · 137 次引用

主要成就

8
H 指数
13
论文
490
总引用数
38
篇均引用
🏆 最高被引论文
Machine learning and molecular descriptors enable rational solvent selection in asymmetric catalysis
139 次引用 · 2019
📈 最高产年份: 2022 (3 论文)
🤝 主要合作者: 41
🏛 所属机构: University of Cambridge, The Cambridge Centre for Advanced Research and Education in Singapore

代表论文

  1. 1
    Machine learning and molecular descriptors enable rational solvent selection in asymmetric catalysis
    139 次引用 · 2019
  2. 2
    Automatic discovery and optimization of chemical processes
    108 次引用 · 2015
  3. 3
    Optimization of Formulations Using Robotic Experiments Driven by Machine Learning DoE
    76 次引用 · 2021
  4. 4
    A dynamic knowledge graph approach to distributed self-driving laboratories
    73 次引用 · 2024
  5. 5
    Automated pH Adjustment Driven by Robotic Workflows and Active Machine Learning
    29 次引用 · 2022
  6. 6
    Automated robotic platforms in design and development of formulations
    23 次引用 · 2021
  7. 7
    From Platform to Knowledge Graph: Distributed Self-Driving Laboratories
    12 次引用 · 2023
  8. 8
    Computer-aided design of formulated products: A bridge design of experiments for ingredient selection
    10 次引用 · 2022
  9. 9
    pHbot: Self‐Driven Robot for pH Adjustment of Viscous Formulations via Physics‐informed‐ML**
    7 次引用 · 2023
  10. 10
    pHbot: Self-Driven Robot for pH Adjustment of Viscous Formulations via Physics-informed-ML
    4 次引用 · 2023

主要合作者

LCLiwei Cao5 篇合著论文DRDanilo Russo4 篇合著论文NANicholas A. Jose2 篇合著论文SMSebastian Mosbach2 篇合著论文JJJayce Jian Wei Cheng2 篇合著论文SDSimon D. Rihm2 篇合著论文JMJens Meissner2 篇合著论文ACAniket Chitre2 篇合著论文MKMatthaeus Kopczynski2 篇合著论文JBJiaru Bai2 篇合著论文DWD. Walz2 篇合著论文MKMarkus Kraft2 篇合著论文KHKedar Hippalgaonkar2 篇合著论文KFKok Foong Lee2 篇合著论文RCRobert C. M. Querimit2 篇合著论文CJConnor J. Taylor2 篇合著论文WMWerner Mauer2 篇合著论文DKDogancan Karan2 篇合著论文JAJethro Akroyd2 篇合著论文APAlexander Pomberger2 篇合著论文
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