Author

Dominic Phillips

Maxwell Institute for Mathematical SciencesORCID 0000-0002-5707-4778Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Antonia S. J. S. MeyiD· 1 shared Carsten KöttingiD· 1 shared Emiliano IppolitiiD· 1 shared Klaus Bernhard GerwertiD· 1 shared Marvin ScherloiD· 1 shared Paolo CarloniiD· 1 shared Ricarda KünneiD· 1 shared Till RudackiD· 1 shared

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2025-2025 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBiophysics

Antonia S. J. S. MeyORCID

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1 paper

Recent·Most cited

BiophysicsbioRxivPreprintJul 23, 2025

IR spectroscopy: from experimental spectra to high-resolution structural analysis by integrating simulations and machine learning

Marvin Scherlo, Dominic Phillips, Ricarda Künne…·Till Rudack

The paper predicts high-accuracy vibrational spectra from molecular structures using simulations and evaluates methods for IR-based structure determination.

DOI 10.1101/2025.07.23.665767

deep learningstatistical model

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