Concepedia

Julia Westermayr

JW

13

Publications

796

Citations

13

H-Index

2020

Active since

Affiliations

University of Warwick(Current)

University of Vienna

Leipzig University

Technische Universität Berlin

Lawrence Berkeley National Laboratory

Julia Westermayr is an author at University of Warwick specializing in engineering, computational chemistry, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningComputational ChemistryPhysicsChemistryBiophysicsMolecular DesignNatural SciencesQuantum Chemistry

Publications per year

2020–2025

13

Publications

13

Combining SchNet and SHARC: The SchNarc Machine Learning Approach for Excited-State Dynamics

Julia Westermayr, Michael Gastegger, Philipp Marquetand · The Journal of Physical Chemistry Letters · 2020 · 201 citations · Full text

Quantum Dynamic, Engineering, Machine Learning +20

Roadmap on Machine learning in electronic structure

Heather J. Kulik, Thomas Hammerschmidt, Jonathan Schmidt et al. · Electronic Structure · 2022 · 175 citations · Full text

Artificial Intelligence, Materials Science, Engineering +12

A practical guide to machine learning interatomic potentials – Status and future

Ryan Jacobs, Dane Morgan, Siamak Attarian et al. · Current Opinion in Solid State and Materials Science · 2025 · 105 citations · Full text

Engineering, Machine Learning, Data Science +5

High-throughput property-driven generative design of functional organic molecules

Julia Westermayr, Joe Gilkes, Rhyan Barrett et al. · Nature Computational Science · 2023 · 69 citations · Full text

Deep learning study of tyrosine reveals that roaming can lead to photodamage

Julia Westermayr, Michael Gastegger, Dóra Vörös et al. · Nature Chemistry · 2022 · 54 citations · Full text

Photochemistry, Deep Learning Study, Photodynamic Therapy +6

Rows per page

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