Developing a physics-informed and physics-penalized neural network model for preliminary design of multi-stage friction pendulum bearings. - Ahed Habib; Umut Yildirim (Eng. Appl. Artif. Intell., 2022)

Identifying Yield Predictors Behaving as a Geotag: A Time-Varying Analysis of a Nationwide Cotton Data. - Yagiz Fistanli; Umut Yildirim; Mustafa Serkan Isik; Mehmet Furkan Celik; Esra Erten (IGARSS, 2024)

Experimentation in Content Moderation using RWKV. - Umut Yildirim; Rohan Dutta; Burak Yildirim; Atharva Vaidya (CoRR, 2024)

Developing block-based physics-informed multi-layered neural network model for simulating the inelastic response of base-isolated structures. - Ahed Habib; Umut Yildirim (Neural Comput. Appl., 2025)