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Chimia
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December 30, 2019
Data-driven Chemical Reaction Prediction and Retrosynthesis
Vishnu H Nair, Philippe Schwaller, Teodoro Laino
Digital Discovery
|
June 14, 2023
Designing catalysts with deep generative models and computational data. A case study for Suzuki cross coupling reactions
Oliver Schilter, Alain Vaucher, Philippe Schwaller, et al.
Digital Discovery
|
August 18, 2025
Tango*: constrained synthesis planning using chemically informed value functions
Daniel Armstrong, Zlatko Jončev, Jeff Guo, et al.
Journal of the American Chemical Society
|
February 7, 2025
A Holistic Data-Driven Approach to Synthesis Predictions of Colloidal Nanocrystal Shapes
Ludovic Zaza, Bojana Ranković, Philippe Schwaller, et al.
Nature Communications
|
September 26, 2020
Transfer learning enables the molecular transformer to predict regio- and stereoselective reactions on carbohydrates
Giorgio Pesciullesi, Philippe Schwaller, Teodoro Laino, et al.
Digital Discovery
|
November 28, 2023
Alchemical analysis of FDA approved drugs
Markus Orsi, Daniel Probst, Philippe Schwaller, et al.
Digital Discovery
|
April 17, 2023
Enhancing diversity in language based models for single-step retrosynthesis
Alessandra Toniato, Alain C Vaucher, Philippe Schwaller, et al.
Chemical Science
|
August 10, 2018
"Found in Translation": predicting outcomes of complex organic chemistry reactions using neural sequence-to-sequence models
Philippe Schwaller, Théophile Gaudin, Dávid Lányi, et al.
Drug Discovery Today
|
February 7, 2020
Exploring chemical space using natural language processing methodologies for drug discovery
Hakime Öztürk, Arzucan Özgür, Philippe Schwaller, et al.
Nature Communications
|
April 4, 2025
A multi-modal transformer for predicting global minimum adsorption energy
Junwu Chen, Xu Huang, Cheng Hua, et al.
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of 6
Search research articles
Search
Showing results (11-20 of 56) with videos related to
Sort By:
Page
of 6
Chimia
|
December 30, 2019
Data-driven Chemical Reaction Prediction and Retrosynthesis
Vishnu H Nair, Philippe Schwaller, Teodoro Laino
Digital Discovery
|
June 14, 2023
Designing catalysts with deep generative models and computational data. A case study for Suzuki cross coupling reactions
Oliver Schilter, Alain Vaucher, Philippe Schwaller, et al.
Digital Discovery
|
August 18, 2025
Tango*: constrained synthesis planning using chemically informed value functions
Daniel Armstrong, Zlatko Jončev, Jeff Guo, et al.
Journal of the American Chemical Society
|
February 7, 2025
A Holistic Data-Driven Approach to Synthesis Predictions of Colloidal Nanocrystal Shapes
Ludovic Zaza, Bojana Ranković, Philippe Schwaller, et al.
Nature Communications
|
September 26, 2020
Transfer learning enables the molecular transformer to predict regio- and stereoselective reactions on carbohydrates
Giorgio Pesciullesi, Philippe Schwaller, Teodoro Laino, et al.
Digital Discovery
|
November 28, 2023
Alchemical analysis of FDA approved drugs
Markus Orsi, Daniel Probst, Philippe Schwaller, et al.
Digital Discovery
|
April 17, 2023
Enhancing diversity in language based models for single-step retrosynthesis
Alessandra Toniato, Alain C Vaucher, Philippe Schwaller, et al.
Chemical Science
|
August 10, 2018
"Found in Translation": predicting outcomes of complex organic chemistry reactions using neural sequence-to-sequence models
Philippe Schwaller, Théophile Gaudin, Dávid Lányi, et al.
Drug Discovery Today
|
February 7, 2020
Exploring chemical space using natural language processing methodologies for drug discovery
Hakime Öztürk, Arzucan Özgür, Philippe Schwaller, et al.
Nature Communications
|
April 4, 2025
A multi-modal transformer for predicting global minimum adsorption energy
Junwu Chen, Xu Huang, Cheng Hua, et al.
Page
of 6