Tomasz Danel
Uniwersytet Jagiellonski
H-index: 7
Europe-Poland
Top articles of Tomasz Danel
Machine learning accelerates pharmacophore-based virtual screening of MAO inhibitors
Scientific Reports
2024/4/8
Tomasz Danel
H-Index: 4
Deep learning models capture histological disease activity in Crohn’s disease and ulcerative colitis with high fidelity
Journal of Crohn's and Colitis
2024/4/1
Relative molecule self-attention transformer
Journal of Cheminformatics
2024/1/3
Extended study on atomic featurization in graph neural networks for molecular property prediction
Journal of Cheminformatics
2023/9/19
Tomasz Danel
H-Index: 4
Łukasz Maziarka
H-Index: 4
Generative Models Should at Least Be Able to Design Molecules That Dock Well: A New Benchmark
Journal of Chemical Information and Modeling
2023/5/24
Tomasz Danel
H-Index: 4
Feature-Based Interpolation and Geodesics in the Latent Spaces of Generative Models
IEEE Transactions on Neural Networks and Learning Systems
2023/3/10
Docking-based generative approaches in the search for new drug candidates
2023/2/1
Tomasz Danel
H-Index: 4
ProGReST: Prototypical Graph Regression Soft Trees for Molecular Property Prediction
2023
Dawid Rymarczyk
H-Index: 2
Tomasz Danel
H-Index: 4
SONGs: Self-Organizing Neural Graphs
2023
Generation of new inhibitors of selected cytochrome P450 subtypes–In silico study
Computational and Structural Biotechnology Journal
2022/1/1
Tomasz Danel
H-Index: 4
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract)
Proceedings of the AAAI Conference on Artificial Intelligence
2022/6/28
Łukasz Maziarka
H-Index: 4
Tomasz Danel
H-Index: 4
Multitask Learning Using BERT with Task-Embedded Attention
2021/7/18
Łukasz Maziarka
H-Index: 4
Tomasz Danel
H-Index: 4
Comparison of atom representations in graph neural networks for molecular property prediction
2021/7/18
Deep convolutional neural network for preliminary in-field classification of lichen species
biosystems engineering
2021/4/1
Tomasz Danel
H-Index: 4
Processing of incomplete images by (graph) convolutional neural networks
2020/11/18
Spatial Graph Convolutional Networks
2020/11/17
Molecule Attention Transformer
arXiv preprint arXiv:2002.08264
2020/2/19
Mol-CycleGAN: a generative model for molecular optimization
Journal of Cheminformatics
2020/1/8
De Novo Drug Design with a Docking Score Proxy
Machine Learning for Molecules Workshop at NeurIPS
2020
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