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7 results in Authors: eva nittinger

Transformer Neural Network for Structure Constrained Molecular Optimization

Jiazhen He, Felix Mattsson, Marcus Forsberg, Esben Jannik Bjerrum, Ola Engkvist, eva nittinger, Christian Tyrchan, Werngard Czechtizky

Version 1 posted 15 April 2021

884

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Theoretical and Computational Chemistry

Review

Exhaustive local chemical space exploration using a transformer model

Alessandro Tibo, Jiazhen He, Jon Paul Janet, Eva Nittinger, Ola Engkvist

Version 2 posted 22 May 2024

1,313

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Theoretical and Computational Chemistry

Working Paper

Evaluation of Reinforcement Learning in Transformer-based Molecular Design

Jiazhen He, Alessandro Tibo, Jon Paul Janet, Eva Nittinger, Christian Tyrchan, Werngard Czechtizky, Ola Engkvist

Version 2 posted 10 July 2024

618

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Theoretical and Computational Chemistry

Working Paper

Transformer Neural Network-Based Molecular Optimization Using General Transformations

Jiazhen He, Eva Nittinger, Christian Tyrchan, Werngard Czechtizky, Atanas Patronov, Esben Jannik Bjerrum, Ola Engkvist

Version 1 posted 18 November 2021

765

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Theoretical and Computational Chemistry

Working Paper

Human-in-the-loop active learning for goal-oriented molecule generation

Yasmine Nahal, Janosch Menke, Julien Martinelli, Markus Heinonen, Mikhail Kabeshov, Jon Paul Janet, Eva Nittinger, Ola Engkvist, Samuel Kaski

Version 1 posted 08 August 2024

564

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Theoretical and Computational Chemistry

Working Paper

DockStream: A Docking Wrapper to Enhance De Novo Molecular Design

Jeff Guo, Jon Paul Janet, Matthias R. Bauer, Eva Nittinger, Kathryn A. Giblin, Kostas Papadopoulos, Alexey Voronov, Atanas Patronov, Ola Engkvist, Christian Margreitter

Version 1 posted 04 August 2021

893

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Theoretical and Computational Chemistry

Working Paper

Molecular Optimization by Capturing Chemist’s Intuition Using Deep Neural Networks

Jiazhen He, huifang you, Emil Sandström, eva nittinger, Esben Jannik Bjerrum, Christian Tyrchan, Werngard Czechtizky, Ola Engkvist

Version 2 posted 29 October 2020

1,873

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7 results in eva nittinger in Authors: eva nittinger

Transformer Neural Network for Structure Constrained Molecular Optimization

Exhaustive local chemical space exploration using a transformer model

Evaluation of Reinforcement Learning in Transformer-based Molecular Design

Transformer Neural Network-Based Molecular Optimization Using General Transformations

Human-in-the-loop active learning for goal-oriented molecule generation

DockStream: A Docking Wrapper to Enhance De Novo Molecular Design

Molecular Optimization by Capturing Chemist’s Intuition Using Deep Neural Networks

7 results in Authors: eva nittinger