Carl Poelking
Orcid: 0000-0001-8945-2027
According to our database1,
Carl Poelking authored at least 9 papers
between 2015 and 2025.
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Bibliography
2025
Mapping the space of protein binding sites with sequence-based protein language models.
Bioinform., 2025
2023
Embracing assay heterogeneity with neural processes for markedly improved bioactivity predictions.
CoRR, 2023
2022
A multilevel generative framework with hierarchical self-contrasting for bias control and transparency in structure-based ligand design.
Nat. Mac. Intell., December, 2022
BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale.
Mach. Learn. Sci. Technol., December, 2022
3D pride without 2D prejudice: Bias-controlled multi-level generative models for structure-based ligand design.
CoRR, 2022
Meaningful machine learning models and machine-learned pharmacophores from fragment screening campaigns.
CoRR, 2022
2020
2019
Noisy, sparse, nonlinear: Navigating the Bermuda Triangle of physical inference with deep filtering.
CoRR, 2019
2015
The (Non-)Local Density of States of Electronic Excitations in Organic Semiconductors
PhD thesis, 2015