Takip et
Jeff Guo
Jeff Guo
epfl.ch üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
DockStream: a docking wrapper to enhance de novo molecular design
J Guo, JP Janet, MR Bauer, E Nittinger, KA Giblin, K Papadopoulos, ...
Journal of cheminformatics 13, 1-21, 2021
412021
Improving de novo molecular design with curriculum learning
J Guo, V Fialková, JD Arango, C Margreitter, JP Janet, K Papadopoulos, ...
Nature Machine Intelligence 4, 555-563, 2022
272022
Link-INVENT: generative linker design with reinforcement learning
J Guo, F Knuth, C Margreitter, JP Janet, K Papadopoulos, O Engkvist, ...
Digital Discovery 2 (2), 392-408, 2023
212023
Bayesian optimization for chemical reactions
J Guo, B Ranković, P Schwaller
Chimia 77 (1/2), 31-38, 2023
172023
Icolos: A workflow manager for structure based post-processing of de novo generated small molecules
JH Moore, MR Bauer, J Guo, A Patronov, O Engkvist, C Margreitter
Bioinformatics, 2022
102022
Augmented memory: Capitalizing on experience replay to accelerate de novo molecular design
J Guo, P Schwaller
arXiv preprint arXiv:2305.16160, 2023
42023
Sample efficient reinforcement learning with active learning for molecular design
M Dodds, J Guo, T Löhr, A Tibo, O Engkvist, JP Janet
Chemical Science 15 (11), 4146, 2024
32024
Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
J Guo, P Schwaller
arXiv preprint arXiv:2309.13957, 2023
22023
Augmented Memory: Sample-Efficient Generative Molecular Design with Reinforcement Learning
J Guo, P Schwaller
JACS Au, 2024
2024
TS-DiffuGen: An equivariant diffusion model for reaction transition state conformation generation
S Raffaud, J Guo, P Schwaller
NeurIPS 2023 Diffusion Workshop, 2023
2023
Improving de novo molecular design with curriculum learning (vol 4, pg 555, 2022)
J Guo, V Fialkova, JD Arango, C Margreitter, JP Janet, K Papadopoulos, ...
NATURE MACHINE INTELLIGENCE 4 (8), 731-731, 2022
2022
Author Correction: Improving de novo molecular design with curriculum learning
J Guo, V Fialková, JD Arango, C Margreitter, JP Janet, K Papadopoulos, ...
Nature Machine Intelligence 4 (8), 731-731, 2022
2022
Improving De Novo Molecular Design with Curriculum Learning
J Guo, V Fialková, JD Arango, C Margreitter, JP Janet, K Papadopoulos, ...
ChemRxiv, 2022
2022
Supplementary Information–Bayesian Optimization for Chemical Reactions
J Guo, B Rankovic, P Schwaller
Group ID U14164
LMG Brey, J Chen, SFY D'Ascoli, A Delmonaco, J Guo, X Huang, ...
LIAC
LMG Brey, J Chen, SFY D'Ascoli, A Delmonaco, J Guo, X Huang, ...
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Makaleler 1–16