Search

5 results in Keywords: predictive modeling

Theoretical and Computational Chemistry

Automated Framework for Developing Predictive Machine Learning Models for Data-Driven Drug Discovery

Bruno J. Neves, José T. Moreira-Filho, Arthur C. Silva, Joyce V. V. B. Borba, Melina Mottin, Vinicius Alves, Rodolpho C. Braga, Eugene Muratov, Carolina Andrade

Version 1 posted 07 May 2020

795

Downloads

1

Citations

Theoretical and Computational Chemistry

Multi-Label Classification Models for the Prediction of Cross-Coupling Reaction Conditions

Michael Maser, Alexander Cui, Serim Ryou, Travis DeLano, Yisong Yue, Sarah Reisman

Version 1 posted 15 October 2020

660

Downloads

Theoretical and Computational Chemistry

Multi-task ADME/PK Prediction at Industrial Scale: Leveraging Large and Diverse Experimental Datasets

Moritz Walter, Jens Markus Borghardt, Lina Humbeck, Miha Skalic

Version 1 posted 12 January 2024

886

Downloads

Theoretical and Computational Chemistry

Mutexa: A Computational Ecosystem for Intelligent Protein Engineering

Zhongyue Yang, Qianzhen Shao, Yaoyukun Jiang, Christopher Jurich, Xinchun Ran, Reecan Juarez, Bailu Yan, Sebastian Stull, Anvita Gollu, Ning Ding

Version 1 posted 08 June 2023

547

Downloads

Materials Science

Generative AI-Driven Molecular Design: Combining Predictive Models and Reinforcement Learning for Tailored Molecule Generation

Miriam Nnadili, Andrew Okafor, Teslim Olayiwola, David Akinpelu, Jose Romagnoli

Version 1 posted 17 November 2023

335

Downloads