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6 results in Keywords: Generative AI

Theoretical and Computational Chemistry

REINVENT4: Modern AI–Driven Generative Molecule Design

Hannes Loeffler, Jiazhen He, Alessandro Tibo, Jon Paul Janet, Alexey Voronov, Lewis Mervin, Ola Engkvist

Version 1 posted 06 November 2023

4,851

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2

Citations

Theoretical and Computational Chemistry

Avoiding Reward Hacking in Multi-Objective Molecular Design: A Data-Driven Generative Strategy with a Reliable Design Framework

Tatsuya Yoshizawa, Shoichi Ishida, Tomohiro Sato, Masateru Ohta, Teruki Honma, Kei Terayama

Version 1 posted 20 June 2024

101

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Biological and Medicinal Chemistry

NGT: Generative AI with Synthesizability Guarantees Identifies Potent Inhibitors for a G-protein Associated Melanocortin Receptor in a Tera-scale vHTS Screen

Saulo de Oliveira, Aryan Pedawi, Victor Kenyon, Henry van den Bedem

Version 2 posted 08 May 2024

303

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Materials Science

Molecular analysis and design using multimodal generative artificial intelligence via multi-agent modeling

Isabella Stewart, Markus Buehler

Version 1 posted 16 April 2024

292

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Theoretical and Computational Chemistry

Optimal Molecular Design: Generative Active Learning Combining REINVENT with Absolute Binding Free Energy Simulations

Hannes Loeffler, Shunzhou Wan, Marco Klähn, Agastya Bhati, Peter Coveney

Version 1 posted 26 April 2024

818

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Theoretical and Computational Chemistry

Dissecting Errors in Machine Learning for Retrosynthesis: A Granular Metric Framework and Transformer-Based Model for More Informative Predictions

Arihanth Srikar Tadanki, H. Surya Prakash Rao, U. Deva Priyakumar

Version 1 posted 01 July 2024

31

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