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Theoretical and Computational Chemistry

Working Paper

Neural Template Extraction - Learning the Language of SMIRKS

Amol Thakkar, Teodoro Laino

Version 1 posted 23 May 2024

121

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Organic Chemistry

Working Paper

Unbiasing Retrosynthesis Language Models with Disconnection Prompts

Amol Thakkar, Alain Vaucher, Andrea Byekwaso, Philippe Schwaller, Alessandra Toniato, Teodoro Laino

Version 1 posted 20 September 2022

777

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2

Citations

Theoretical and Computational Chemistry

Working Paper

‘Ring Breaker’: Neural Network Driven Synthesis Prediction of the Ring System Chemical Space

Amol Thakkar, Nidhal Selmi, Jean-Louis Reymond, Ola Engkvist, Esben Jannik Bjerrum

Version 3 posted 21 April 2020

1,763

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Theoretical and Computational Chemistry

Working Paper

Retrosynthetic Accessibility Score (RAscore) - Rapid Machine Learned Synthesizability Classification from AI Driven Retrosynthetic Planning

Amol Thakkar, Veronika Chadimova, Esben Jannik Bjerrum, Ola Engkvist, Jean-Louis Reymond

Version 1 posted 30 September 2020

810

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2

Citations

Theoretical and Computational Chemistry

Working Paper

Datasets and Their Influence on the Development of Computer Assisted Synthesis Planning Tools in the Pharmaceutical Domain

Amol Thakkar, Thierry Kogej, Jean-Louis Reymond, Ola Engkvist, Esben Jannik Bjerrum

Version 1 posted 27 September 2019

1,188

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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

949

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1

Citations

Theoretical and Computational Chemistry

Working Paper

AiZynthFinder: A Fast Robust and Flexible Open-Source Software for Retrosynthetic Planning

Samuel Genheden, Amol Thakkar, Veronika Chadimova, Jean-Louis Reymond, Ola Engkvist, Esben Jannik Bjerrum

Version 1 posted 15 June 2020

2,161

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Organic Chemistry

Working Paper

Data-driven Reaction Template Fingerprints

Anubhab Chakraborty, Amol Thakkar, Alain C. Vaucher, Teodoro Laino

Version 1 posted 22 November 2022

414

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1

Citations

Theoretical and Computational Chemistry

Working Paper

Standardizing chemical compounds with language models

Miruna T. Cretu, Alessandra Toniato, Amol Thakkar, Amin Debabeche, Teodoro Laino, Alain C. Vaucher

Version 2 posted 10 March 2023

928

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1

Citations

Theoretical and Computational Chemistry

Working Paper

Artificial Applicability Labels for Improving Policies in Retrosynthesis Prediction

Esben Jannik Bjerrum, Amol Thakkar, Ola Engkvist

Version 1 posted 11 May 2020

576

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1

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Refine Search

11 results in Amol Thakkar in Authors: Amol Thakkar

Neural Template Extraction - Learning the Language of SMIRKS

Unbiasing Retrosynthesis Language Models with Disconnection Prompts

‘Ring Breaker’: Neural Network Driven Synthesis Prediction of the Ring System Chemical Space

Retrosynthetic Accessibility Score (RAscore) - Rapid Machine Learned Synthesizability Classification from AI Driven Retrosynthetic Planning

Datasets and Their Influence on the Development of Computer Assisted Synthesis Planning Tools in the Pharmaceutical Domain

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

AiZynthFinder: A Fast Robust and Flexible Open-Source Software for Retrosynthetic Planning

Data-driven Reaction Template Fingerprints

Standardizing chemical compounds with language models

Artificial Applicability Labels for Improving Policies in Retrosynthesis Prediction

11 results in Authors: Amol Thakkar