Skip to content
Technical University of Munich

Hilda Sandström

Visiting address: Dept. Chemie, Lichtenbergstr. 4, Room CH 63222

Chair of AI-based Materials Science (Prof. Rinke)

Postal address

James-Franck-Str. 1
85748 Garching b. München

Curriculum Vitae
Google Scholar Profile
ORCID ID

Research Interests

Computational chemistry, Molecular dynamics, Cheminformatics, Machine learning, Atmospheric chemistry, Astrochemistry

Teaching

https://campus.tum.de/ seems to be offline OR your plugin values are not valid.

Supervised Thesis

Dissertation by Hilda Sandström

Publications

SearchNote: This “quick search” only finds text in the shown fields, not in abstracts or keywords. The search term must have at least 3 letters.

2025

  • Bortolussi, Federica; Sandström, Hilda; Partovi, Fariba; Mikkilä, Joona; Rinke, Patrick; Rissanen, Matti: Technical note: Towards atmospheric compound identification in chemical ionization mass spectrometry with pesticide standards and machine learning. Atmospheric Chemistry and Physics 25 (1), 2025, 685-704 more… BibTeX Full text ( DOI )
  • Brean, James; Bortolussi, Federica; Rowell, Alex; Beddows, David C. S.; Weinhold, Kay; Mettke, Peter; Merkel, Maik; Kumar, Avinash; Barua, Shawon; Iyer, Siddharth; Karppinen, Alexandra; Sandström, Hilda; Rinke, Patrick; Wiedensohler, Alfred; Pöhlker, Mira; Dal Maso, Miikka; Rissanen, Matti; Shi, Zongbo; Harrison, Roy M.: Traffic-Emitted Amines Promote New Particle Formation at Roadsides. ACS ES&T Air 2 (8), 2025, 1704-1713 more… BibTeX Full text ( DOI )
  • Izquierdo-Ruiz, Fernando; Cable, Morgan L.; Hodyss, Robert; Vu, Tuan H.; Sandström, Hilda; Lobato, Alvaro; Rahm, Martin: Hydrogen cyanide and hydrocarbons mix on Titan. Proceedings of the National Academy of Sciences 122 (30), 2025 more… BibTeX Full text ( DOI )
  • Malaska, Michael J.; Sandström, Hilda; Hofmann, Amy E.; Hodyss, Robert; Rensmo, Linnea; van der Meulen, Mark; Rahm, Martin; Cable, Morgan L.; Lunine, Jonathan I.: Membrane-Spanning Molecular Lengths as an Agnostic Biosignature. Astrobiology 25 (5), 2025, 367-389 more… BibTeX Full text ( DOI )
  • Sandström, Hilda; Rinke, Patrick: Similarity-based analysis of atmospheric organic compounds for machine learning applications. Geoscientific Model Development 18 (9), 2025, 2701-2724 more… BibTeX Full text ( DOI )
  • Valiev, Rashid R.; Nasibullin, Rinat T.; Sandström, Hilda; Rinke, Patrick; Puolamäki, Kai; Kurten, Theo: Predicting intersystem crossing rate constants of alkoxy-radical pairs with structure-based descriptors and machine learning. Physical Chemistry Chemical Physics 27 (28), 2025, 14804-14814 more… BibTeX Full text ( DOI )

2024

  • Sandström, Hilda; Izquierdo-Ruiz, Fernando; Cappelletti, Marco; Dogan, Rana; Sharma, Siddhant; Bailey, Clara; Rahm, Martin: A Thermodynamic Landscape of Hydrogen Cyanide-Derived Molecules and Polymers. ACS Earth and Space Chemistry 8 (6), 2024, 1272-1280 more… BibTeX Full text ( DOI )

2023

  • Sandström, Hilda; Rissanen, Matti; Rousu, Juho; Rinke, Patrick: Data‐Driven Compound Identification in Atmospheric Mass Spectrometry. Advanced Science 11 (8), 2023 more… BibTeX Full text ( DOI )

2021

  • Sandström, Hilda; Rahm, Martin: The Beginning of HCN Polymerization: Iminoacetonitrile Formation and Its Implications in Astrochemical Environments. ACS Earth and Space Chemistry 5 (8), 2021, 2152-2159 more… BibTeX Full text ( DOI )

2020

2019

  • Lindblom, Anna; KK, Sriram; Müller, Vilhelm; Öz, Robin; Sandström, Hilda; Åhrén, Christina; Westerlund, Fredrik; Karami, Nahid: Interspecies plasmid transfer appears rare in sequential infections with extended-spectrum β-lactamase (ESBL)-producing Enterobacteriaceae. Diagnostic Microbiology and Infectious Disease 93 (4), 2019, 380-385 more… BibTeX Full text ( DOI )
To top