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1687 Publications visible to you, out of a total of 1687
A Fully Hyperbolic Neural Model for Hierarchical Multi-class Classification

Abstract

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Authors: Federico López, Michael Strube

Date Published: 2020

Publication Type: InProceedings

pyMMAX2: Deep Access to MMAX2 Projects from Python

Abstract

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Author: Mark-Christoph Müller

Date Published: 2020

Publication Type: InProceedings

Reconstructing Manual Information Extraction with DB-to-Document Backprojection: Experiments in the Life Science Domain

Abstract

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Authors: Mark-Christoph Müller, Sucheta Ghosh, Maja Rey, Ulrike Wittig, Wolfgang Müller, Michael Strube

Date Published: 2020

Publication Type: InProceedings

Evaluation of Coreference Resolution Systems Under Adversarial Attacks

Abstract

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Authors: Haixia Chai, Wei Zhao, Steffen Eger, Michael Strube

Date Published: 2020

Publication Type: InProceedings

RASPD+: Fast Protein-Ligand Binding Free Energy Prediction Using Simplified Physicochemical Features

Abstract (Expand)

The virtual screening of large numbers of compounds against target protein binding sites has become an integral component of drug discovery workflows. This screening is often done by computationally … docking ligands into a protein binding site of interest, but this has the drawback of a large number of poses that must be evaluated to obtain accurate estimates of protein-ligand binding affinity. We here introduce a fast pre-filtering method for ligand prioritization that is based on a set of machine learning models and uses simple pose-invariant physicochemical descriptors of the ligands and the protein binding pocket. Our method, Rapid Screening with Physicochemical Descriptors + machine learning (RASPD+), is trained on PDBbind data and achieves a regression performance that is better than that of the original RASPD method and traditional scoring functions on a range of different test sets without the need for generating ligand poses. Additionally, we use RASPD+ to identify molecular features important for binding affinity and assess the ability of RASPD+ to enrich active molecules from decoys.

Authors: Stefan Holderbach, Lukas Adam, B. Jayaram, Rebecca C. Wade, Goutam Mukherjee

Date Published: 2020

Publication Type: Journal

Structure-Kinetic-Relationship Reveals the Mechanism of Selectivity of FAK Inhibitors Over PYK2

Abstract

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Authors: Benedict-Tilman Berger, Marta Amaral, Daria B. Kokh, Ariane Nunes-Alves, Djordje Musil, Timo Heinrich, Martin Schröder, Rebecca Neil, Jing Wang, Iva Navratilova, Joerg Bomke, Jonathan M. Elkins, Susanne Müller, Matthias Frech, Rebecca C. Wade, Stefan Knapp

Date Published: 2020

Publication Type: Journal

Long-term evolution of a magnetic massive merger product

Abstract

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Authors: F. R. N. Schneider, S. T. Ohlmann, Ph Podsiadlowski, F. K. Röpke, S. A. Balbus, R. Pakmor

Date Published: 2020

Publication Type: Journal

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