Research output per year
Research output per year
Personal profile
Research
My research field deals with structure and properties of materials' surfaces. I am using quantum mechanical methods for calculation of the interaction of the atoms, and machine learning methods for speeding up the computations.
Teaching
I teach the course: Computational Physics (10 ECTS), which is an introductory physics course at the post-graduate level. In the course, the students are presented with methods for simulating molecules, atomic clusters, and solid state matter. The course further introduce the students to a range of machine learning methods, including deep learning of interatomic interactions.
Keywords
- Solid state physics
- Surface physics
- Surface physics
Areas of expertise
- Theoretical surface science
- Machine learning-based potentials
Fingerprint
Dive into the research topics where Bjørk Hammer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
-
Augmentation of Universal Potentials for Broad Applications
Pitfield, J., Brix, F., Tang, Z., Slavensky, A. M., Rønne, N., Christiansen, M. P. V. & Hammer, B., Feb 2025, In: Physical Review Letters. 134, 5, 056201.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access -
Accelerating structure search using atomistic graph-based classifiers
Slavensky, A. M. & Hammer, B., Jul 2024, In: Journal of Chemical Physics. 161, 1, 014713.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
2 Citations (Scopus) -
Cascading symmetry constraint during machine learning-enabled structural search for sulfur-induced Cu(111)- ( 43 × 43 ) surface reconstruction
Brix, F., Verner Christiansen, M. P. & Hammer, B., May 2024, In: Journal of Chemical Physics. 160, 17, 174107.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
2 Citations (Scopus) -
Efficient ensemble uncertainty estimation in Gaussian processes regression
Christiansen, M. P. V., Ronne, N. & Hammer, B., Dec 2024, In: Machine Learning: Science and Technology. 5, 4, 045029.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Open Access1 Citation (Scopus) -
Generative diffusion model for surface structure discovery
Rønne, N., Aspuru-Guzik, A. & Hammer, B., Dec 2024, In: Physical Review B. 110, 23, 235427.Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review
Activities
-
NNF Komite for Natur og Tekniske Videnskaber
Hammer, B. (Participant)
2020 → 2025Activity: Presentations, memberships, ownership and other activities › Other
-
Uniblender ApS
Hammer, B. (Participant)
2017 → …Activity: Presentations, memberships, ownership and other activities › Employment and shares in external organisations
-
Fundamentals of catalysis by surfaces
Hammer, B. (Lecturer)
12 Sept 2008Activity: Presentations, memberships, ownership and other activities › Lecture and oral contribution
-
Chemistry at surfaces
Hammer, B. (Lecturer)
27 Aug 2008Activity: Presentations, memberships, ownership and other activities › Lecture and oral contribution
-
Oxygen chemisorption on reduced rutile TiO2(110)
Hammer, B. (Lecturer)
29 Jun 2008Activity: Presentations, memberships, ownership and other activities › Lecture and oral contribution
Prizes
-
-
Lundbeckfondens Forskerpris for Yngre Forskere: Computersimuleringer af Nanokatalyse
Hammer, B. (Recipient), 2 Nov 2007
Prize: Prizes, scholarships, distinctions
-
pris
Pedersen, B. L. (Recipient), Iversen, B. B. (Recipient), Jensen, H. M. (Recipient), Catalano, J. (Recipient), Hinge, M. (Recipient), Chen, M. (Recipient), Lesher, C. (Recipient), Tegner, C. (Recipient), Ulrich, T. (Recipient), Nagel, T. (Recipient), Karoff, C. (Recipient), Linderoth, T. R. (Recipient), Lauritsen, J. V. (Recipient), Dong, M. (Recipient), Lock, N. (Recipient), Sutherland, D. (Recipient), Skibsted, J. (Recipient), Christensen, M. (Recipient), Overgaard, J. (Recipient), Bremholm, M. (Recipient), Birkedal, H. (Recipient), Jensen, T. R. (Recipient), Daasbjerg, K. (Recipient), Zelikin, A. N. (Recipient), Hammer, B. (Recipient), Hornekær, L. (Recipient), Balling, P. (Recipient), Julsgaard, B. (Recipient) & Miwa, J. (Recipient), 2017
Prize: Prizes, scholarships, distinctions