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Alexei A. Lapkin
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 6
Top Topics
Multiobjective Optimization
Gaussian Processes
Top Venues
J. Glob. Optim.
CoRR
J. Cheminformatics
Neural Comput. Appl.
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Publications
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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)