Research output per year
Research output per year
Personal profile
Education/Academic qualification
Physics, PHD, University of Cambridge
Award Date: Jul 20 2019
Computer Science, MS, University of Cambridge
Award Date: Oct 24 2015
Physics, BS, Imperial College London
Award Date: Aug 1 2014
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Dive into the research topics where Alice Elisabeth Anastasia Allen, is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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Machine Learning Potentials with the Iterative Boltzmann Inversion: Training to Experiment
Matin, S., Allen, A. E. A., Smith, J., Lubbers, N., Jadrich, R. B., Messerly, R., Nebgen, B., Li, Y. W., Tretiak, S. & Barros, K., Feb 13 2024, In: Journal of Chemical Theory and Computation. 20, 3, p. 1274-1281 8 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Toward transferable empirical valence bonds: Making classical force fields reactive
Allen, A. E. A. & Csányi, G., Mar 28 2024, In: Journal of Chemical Physics. 160, 12, 124108.Research output: Contribution to journal › Article › peer-review
Open Access -
Molecular dynamics of high pressure tin phases: Empirical and machine learned interatomic potentials
Cusentino, M. A., Nebgen, B., Barros, K. M., Smith, J. S., Shimanek, J. D., Allen, A., Thompson, A. P., Fensin, S. J. & D. Lane, J. M., Sep 26 2023, In: AIP Conference Proceedings. 2844, 1, 320002.Research output: Contribution to journal › Conference article › peer-review
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Machine learning of material properties: Predictive and interpretable multilinear models
Allen, A. E. A. & Tkatchenko, A., Apr 2022, In: Science Advances. 8, 18, eabm7185.Research output: Contribution to journal › Article › peer-review
Open Access27 Scopus citations -
Atomic permutationally invariant polynomials for fitting molecular force fields
Allen, A. E. A., Dusson, G., Ortner, C. & Csányi, G., Jun 1 2021, In: Machine Learning: Science and Technology. 2, 2, 025017.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations