Alexei A. Lapkin

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 7

Top Topics

Gaussian Processes

Top Venues

J. Glob. Optim.

J. Cheminformatics

J. Chem. Inf. Model.

Publications

Daniel S. Wigh, Joe Arrowsmith, Alexander Pomberger, Kobi C. Felton, Alexei A. Lapkin
ORDerly: Data Sets and Benchmarks for Chemical Reaction Data. J. Chem. Inf. Model. 64 (9) (2024)
Jan G. Rittig, Kobi C. Felton, Alexei A. Lapkin, Alexander Mitsos
Gibbs-Duhem-Informed Neural Networks for Binary Activity Coefficient Prediction. CoRR (2023)
Sushen Zhang, Vassilios S. Vassiliadis, Zhimian Hao, Liwei Cao, Alexei A. Lapkin
Heuristic optimisation of multi-task dynamic architecture neural network (DAN2). Neural Comput. Appl. 35 (6) (2023)
Jan Raphael Seidenberg, Ahmad A. Khan, Alexei A. Lapkin
Boosting autonomous process design and intensification with formalized domain knowledge. Comput. Chem. Eng. 169 (2023)
Eric Bradford, Artur M. Schweidtmann, Alexei A. Lapkin
Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm. J. Glob. Optim. 71 (2) (2018)
Eric Bradford, Artur M. Schweidtmann, Alexei A. Lapkin
Correction to: Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm. J. Glob. Optim. 71 (2) (2018)
Philipp-Maximilian Jacob, Tian Lan, Jonathan M. Goodman, Alexei A. Lapkin
A possible extension to the RInChI as a means of providing machine readable process data. J. Cheminformatics 9 (1) (2017)