LIACS Thesis Repository
These webpages contain theses and reports by students affiliated with the various bachelor and master programmes offered at the Leiden Institute of Advanced Computer Science
(LIACS),
the computer science and artificial intelligence department of Leiden University.
Note: this thesis repository might be incomplete for certain programmes and years.
Bachelor Data Science and Artificial Intelligence
The following thesis was written by a student in the 2025-2026 class of the Bachelor Data Science and Artificial Intelligence programme at Leiden University.
Thesis details
| Title | How Effective are Simple Machine Learning Models in Accurately Predicting Structural Properties of 2D Perovskites Directly from Crystal Structure Data? |
| Student | Jonas, D. (Dani) |
| Programme | Bachelor Data Science and Artificial Intelligence |
| Year | 2025-2026 |
| Supervisors | Bariatti, dr. F. (Francesco) Knobbe, dr. A.J. (Arno) dr. F. Grozema (third supervisor) |
| Thesis | Open Thesis PDF |
Citation details
Jonas, D. (Dani), How Effective are Simple Machine Learning Models in Accurately Predicting Structural Properties of 2D Perovskites Directly from Crystal Structure Data?, Thesis Bachelor Data Science and Artificial Intelligence, LIACS, Leiden University, 2026.