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11 results in Keywords: Molecular Transformer

Theoretical and Computational Chemistry

Working Paper

Carbohydrate Transformer: Predicting Regio- and Stereoselective Reactions Using Transfer Learning

Giorgio Pesciullesi, Philippe Schwaller, Teodoro Laino, Jean-Louis Reymond

Version 1 posted 05 March 2020

880

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Citations

Theoretical and Computational Chemistry

Working Paper

Levenshtein Augmentation Improves Performance of SMILES Based Deep-Learning Synthesis Prediction

Dean Sumner, Jiazhen He, Amol Thakkar, Ola Engkvist, Esben Jannik Bjerrum

Version 2 posted 06 July 2020

1,016

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Citations

Theoretical and Computational Chemistry

Working Paper

Completion of Partial Reaction Equations

Alain C. Vaucher, Philippe Schwaller, Teodoro Laino

Version 1 posted 24 November 2020

667

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Citations

Organic Chemistry

Working Paper

Multistep retrosynthesis combining a disconnection aware triple transformer loop with a route penalty score guided tree search

David Kreutter, Jean-Louis Reymond

Version 2 posted 29 March 2023

722

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Citations

Theoretical and Computational Chemistry

Working Paper

Language models can identify enzymatic active sites in protein sequences

Yves Gaetan Nana Teukam, Loïc Kwate Dassi, Matteo Manica, Daniel Probst, Philippe Schwaller, Teodoro Laino

Version 3 posted 02 February 2023

2,572

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Theoretical and Computational Chemistry

Working Paper

Predicting Enzymatic Reactions with a Molecular Transformer

David Kreutter, Philippe Schwaller, Jean-Louis Reymond

Version 2 posted 10 May 2021

1,031

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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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Theoretical and Computational Chemistry

Working Paper

Molecular Transformer-aided Biocatalysed Synthesis Planning

Daniel Probst, Matteo Manica, Yves Gaëtan Nana Teukam, Alessandro Castrogiovanni, Federico Paratore, Teodoro Laino

Version 1 posted 24 May 2021

983

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Citations

Theoretical and Computational Chemistry

Working Paper

A Sequence-to-Sequence Transformer Model for Disconnection Aware Retrosynthesis

Andrea Byekwaso, Alain C. Vaucher, Philippe Schwaller, Alessandra Toniato, Teodoro Laino

Version 1 posted 08 December 2021

447

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Biological and Medicinal Chemistry

Working Paper

UnCorrupt SMILES: a novel approach to de novo design

Linde Schoenmaker, Olivier J. M. Béquignon, Willem Jespers, Gerard J. P. van Westen

Version 2 posted 14 November 2022

501

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11 results in Molecular Transformer in Keywords: Molecular Transformer

Carbohydrate Transformer: Predicting Regio- and Stereoselective Reactions Using Transfer Learning

Levenshtein Augmentation Improves Performance of SMILES Based Deep-Learning Synthesis Prediction

Completion of Partial Reaction Equations

Multistep retrosynthesis combining a disconnection aware triple transformer loop with a route penalty score guided tree search

Language models can identify enzymatic active sites in protein sequences

Predicting Enzymatic Reactions with a Molecular Transformer

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

Molecular Transformer-aided Biocatalysed Synthesis Planning

A Sequence-to-Sequence Transformer Model for Disconnection Aware Retrosynthesis

UnCorrupt SMILES: a novel approach to de novo design

11 results in Keywords: Molecular Transformer