Publications

2025

ABSTRA: An Empirical Framework for Evaluating LLM-Generated Scientific Hypotheses
A. Mahmud, A. Abdel Rehim, G. Reader, and R. King
In Progress, 2025
Graph-based Complexity and Computational Capabilites of Proteinoid Spike Systems
S. Sharma, A. Mahmud, G. Tarabella, P. Mougoyannis, and A. Adamatzky
arXiv:2504.10362, Apr. 2025
arXiv

2024

Information-theoretic language of proteinoid gels: Boolean gates and QR codes
S. Sharma, A. Mahmud, G. Tarabella, M. Panagiotis, and A. Adamatzky
arXiv:2405.19337, May 2024
arXiv
LLM-assisted Science for Knowledge Discovery
Y. Zhang, Sumeer A. Khan A. Mahmud, F. Abrahao, J. Salazar, S. Huck, M. Levin, Jesper, J. Frey, J. Dunnmon, J. Evans, A. Bundy, S. Dzeroski, and H. Zenil
Submitted to Nature Communication, 2024
arXiv

2023

Extension of Transformational Machine Learning: Classification Problems in Drug Discovery
A. Mahmud, O. Orhobor, and R. D. King
arXiv:2309.16693, Sep. 2023
arXiv
Expanding Merlin-Arthur Classifiers: Interpretable Neural Networks through Interactive Proof Systems
S. Wäldchen, B. Turan, A. Mahmud, K. Sharma, M. Zimmer, and S. Pokutta
Poster presented at the Berlin Mathematics Research Center (MATH+), 2023
Morphological and functional complexity of proteinoid microspheres
S. Sharma, A. Mahmud, G. Tarabella, M. Panagiotis, and A. Adamatzky
arXiv:2306.11458, Jun. 2023
arXiv
The Poetics of Existential Crossroads: Navigating Modernity through Kiarostami's Cinema
A. Mahmud
Journal Of The History Of Ideas, 2023
JHI

2022

A complexity perspective on fluid mechanics
S. Sharma, G. Marcucci, and A. Mahmud
arXiv:2212.00153, Dec. 2022
arXiv