Ayat-Allah specializes in the modeling and optimization of energy systems under current and future climate conditions impacted by climate change scenarios. Her research has been presented at conferences and published in peer-reviewed journals, with citations from esteemed organizations such as the United Nations Environment Programme (UNEP), the International Science Council, the Mediterranean Experts on Climate and Environmental Change (MedECC), and the Universidad Privada de Tacna (Faculty of Engineering, Research Unit, Tacna, Peru).
She holds a graduate degree from École Polytechnique, where her thesis, focused on the performance of grid-connected photovoltaic systems located on the roof of the Institut Universitaire de Technologie (IUT), Cachan, France, was conducted at CentraleSupélec–Université Paris-Saclay, within the Laboratoire de Génie Électrique et Électronique de Paris (GeePs), in collaboration with the Laboratoire des Signaux & Systèmes (L2S).
Ayat-Allah obtained her Ph.D. from the Institut Polytechnique de Paris (IP Paris) at the Laboratoire de Météorologie Dynamique (LMD) of École Polytechnique, Institut Pierre-Simon Laplace (IPSL). Her doctoral work contributed to the establishment of the Energy4Climate Interdisciplinary Center (E4C), a collaboration between IP Paris and École des Ponts ParisTech, supported by the MedOcean research contract. A summary of her thesis was published in La Revue de l'Énergie, edited by the French Energy Council.
During her studies, she participated in an exchange program at the École Européenne d'Ingénieurs en Génie des Matériaux (EEIGM), École Nationale Supérieure d’Électricité et de Mécanique (ENSEM), and the Faculty of Science and Technology (FST) at Lorraine University in Nancy.
Ayat-Allah serves on the editorial boards of several journals, including IOP Science - Environmental Research: Energy (EREN), the SAE International Journal of Sustainable Transportation, Energy, Environment, & Policy, and Frontiers in Water.
She took part in the 2024 Women and Science Month at École Polytechnique-IP Paris and participated to the ECOCLIM summer school at the Laboratoire de Physique des 2 Infinis Irène Joliot-Curie (IJClab), which operates under the auspices of the CNRS (National Centre for Scientific Research), Université Paris-Saclay, and Université Paris Cité.
Ayat-Allah is also a member of various networks, including AX École Polytechnique, EGU, ANH Academy, Acfas. Additionally, she contributes to several magazines, including La Jaune et la Rouge (Magazine of Alumni of École Polytechnique, France), L'Alternative Électrique.ca - Tout sur l'électrification des transports (Canada), the Mediterranean Hydrogen Alliance (MHA) (Spain), and énergie/mines & carrières (Morocco).
She was recognized with the "Best Researcher Award" at two different International Research Awards events and achieved IOP Trusted Reviewer status. Ayat-Allah is also a member of the scientific and organizing committees of various European conferences, such as the World Forum & Expo on Environmental Science & Applications (Munich, Germany), the Annual International Congress on Renewable Energy (Oxford, UK), and the World Academy of Science, Engineering, and Technology (WASET).
Ayat-Allah is currently a researcher at the Laboratory of Renewable Energies and Advanced Materials (LERMA) and an assistant professor, teaching physics courses at engineering schools and conducting eco-design workshops at an architecture school at the International University of Rabat (IUR).