Research

Papers and projects, grouped by area. For a complete, up-to-date list see Google Scholar.

Where a project has its own page, it includes an extended write-up with figures and details beyond the published paper.

Scientific Machine Learning

Benchmarking Compositional Generalisation for Machine Learning Interatomic Potentials

Amir Masoud Nourollah, Irtaza Khalid, Stefano Leoni, Steven Schockaert

NeurIPS 2026

Project page Paper Poster

Natural Language Processing

Large Language and Reasoning Models are Shallow Disjunctive Reasoners

Irtaza Khalid, Amir Masoud Nourollah, Steven Schockaert

ACL 2025

Paper

Computer Vision & Signal Processing

Quantifying Morphologies of Developing Neuronal Cells Using Deep Learning with Imperfect Annotations

Amir Masoud Nourollah, Hamid Hassanpour, Amin Zehtabian

2024

Paper

WhisperNetV2: SlowFast Siamese Network for Lip-Based Biometrics

Zakeri, Hassanpour, Khosravi, Nourollah

arXiv 2024

Paper