Drug Discovery | Material Science Faster and more diverse de novo molecular optimization with double-loop reinforcement learning using augmented SMILES. June 17, 2023
Drug design | Pharmaceutical research Fine-tuning of a generative neural network for designing multi-target compounds. May 28, 2021
Other Compound dataset and custom code for deep generative multi-target compound design. May 28, 2021
Environmental Science | Geospatial Science An automated deep learning convolutional neural network algorithm applied for soil salinity distribution mapping in Lake Urmia, Iran. March 15, 2021
Environmental Science | Geographic Information Systems | Natural Hazards Flash-Flood Potential Mapping Using Deep Learning, Alternating Decision Trees and Data Provided by Remote Sensing Sensors. January 7, 2021
Chemistry | Pharmacology Memory-assisted reinforcement learning for diverse molecular de novo design. December 9, 2020
Chemistry | Pharmaceutical Sciences REINVENT 2.0: An AI Tool for De Novo Drug Design. October 29, 2020
Medicinal Chemistry | Pharmacology Prediction of Promiscuity Cliffs Using Machine Learning. September 3, 2020
Chemistry | Computer Science Exploring the GDB-13 chemical space using deep generative models. March 29, 2019
Computational Chemistry | Pharmacology Application of Generative Autoencoder in De Novo Molecular Design. December 18, 2018
Drug Discovery | Pharmaceutical research The rise of deep learning in drug discovery. November 12, 2018