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Publications by Hongming Chen

Molecular De-Novo Design Through Deep Reinforcement Learning

Journal of Cheminformatics
Computer GraphicsInformation SciencesLibraryTheoretical ChemistryComputer Science ApplicationsComputer-Aided DesignPhysical
2017English

Combining Structural and Bioactivity-Based Fingerprints Improves Prediction Performance and Scaffold Hopping Capability

Journal of Cheminformatics
Computer GraphicsInformation SciencesLibraryTheoretical ChemistryComputer Science ApplicationsComputer-Aided DesignPhysical
2019English

Matched Molecular Pair Analysis on Large Melting Point Datasets: A Big Data Perspective

ChemMedChem
Organic ChemistryMolecular MedicinePharmacologyBiochemistryToxicologyDrug DiscoveryPharmaceutics
2017English

Does ‘Big Data’ Exist in Medicinal Chemistry, and if So, How Can It Be Harnessed?

Future Medicinal Chemistry
Drug DiscoveryMolecular MedicinePharmacology
2016English

Exploring the GDB-13 Chemical Space Using Deep Generative Models

2018English

Randomized SMILES Strings Improve the Quality of Molecular Generative Models

2019English

A De Novo Molecular Generation Method Using Latent Vector Based Generative Adversarial Network

2019English

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