Simon Viet Johansson
Simon Viet Johansson
Industrial Ph.D student, AstraZeneca AB & Chalmers University of Technology
Verified email at student.chalmers.se
Title
Cited by
Cited by
Year
Molecular sets (MOSES): a benchmarking platform for molecular generation models
D Polykovskiy, A Zhebrak, B Sanchez-Lengeling, S Golovanov, O Tatanov, ...
Frontiers in pharmacology 11, 2020
762020
Randomized SMILES strings improve the quality of molecular generative models
J Arús-Pous, SV Johansson, O Prykhodko, EJ Bjerrum, C Tyrchan, ...
Journal of cheminformatics 11 (1), 1-13, 2019
602019
A de novo molecular generation method using latent vector based generative adversarial network
O Prykhodko, SV Johansson, PC Kotsias, J Arús-Pous, EJ Bjerrum, ...
Journal of Cheminformatics 11 (1), 1-13, 2019
422019
AI-assisted synthesis prediction
S Johansson, A Thakkar, T Kogej, E Bjerrum, S Genheden, T Bastys, ...
Drug Discovery Today: Technologies, 2020
72020
Artificial intelligence and automation in computer aided synthesis planning
A Thakkar, S Johansson, K Jorner, D Buttar, JL Reymond, O Engkvist
Reaction chemistry & engineering 6 (1), 27-51, 2021
12021
Uncertainty quantification in drug design
LH Mervin, S Johansson, E Semenova, KA Giblin, O Engkvist
Drug Discovery Today, 2020
12020
Improving Deep Generative Models with Randomized SMILES
J Arús-Pous, S Johansson, O Prykhodko, EJ Bjerrum, C Tyrchan, ...
International Conference on Artificial Neural Networks, 747-751, 2019
12019
Comparison between SMILES‑based differential neural computer and recurrent neural network architectures for de novo molecule design
S Johansson, O Ptykhodko, J Arús‑Pous, O Engkvist, H Chen
ChemRxiv, 2019
12019
Differentiable Neural Computers for in silico molecular design: Benchmarks of architectures in generative modeling of molecules
O PRYKHODKO, S JOHANSSON
2019
Additional methods
J Arús-Pous, S Johansson, O Prykhodko, EJ Bjerrum, C Tyrchan, ...
ratio 2, 1,564,030, 0
Supplementary methods
J Arús-Pous, S Johansson, O Prykhodko, EJ Bjerrum, C Tyrchan, ...
ratio 2, 1,564,030, 0
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Articles 1–11