Publications by authors named "Alexander Hagg"

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Speed up Multi-Scale Force-Field Parameter Optimization by Substituting Molecular Dynamics Calculations with a Machine Learning Surrogate Model.
Robin Strickstrock, Alexander Hagg, Dirk Reith, Karl N Kirschner

Chemphyschem· October 2025

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Fine-tuning property domain weighting factors and the objective function in force-field parameter optimization.
Robin Strickstrock, Alexander Hagg, Marco Hülsmann, Karl N Kirschner, Dirk Reith

J Mol Graph Model· September 2025

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Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-Optimization.
Alexander Hagg, Martin L Kliemank, Alexander Asteroth, Dominik Wilde, Mario C Bedrunka

Evol Comput· September 2023

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Open-Source Machine Learning in Computational Chemistry.
Alexander Hagg, Karl N Kirschner

J Chem Inf Model· August 2023

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Determining Lennard-Jones Parameters Using Multiscale Target Data through Presampling-Enhanced, Surrogate-Assisted Global Optimization.
Max Müller, Alexander Hagg, Robin Strickstrock, Marco Hülsmann, Alexander Asteroth

J Chem Inf Model· April 2023

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Artificial Intelligence in Elite Sports-A Narrative Review of Success Stories and Challenges.
Fabian Hammes, Alexander Hagg, Alexander Asteroth, Daniel Link

Front Sports Act Living· July 2022

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