Strategic Doctrine Language Models (sdLM): A Learning-System Framework for Doctrinal Consistency and Geopolitical Forecasting. - Olaf Yunus Laitinen Imanov; Taner Yilmaz; Derya Umut Kulali (CoRR, 2026)

Transparency-First Medical Language Models: Datasheets, Model Cards, and End-to-End Data Provenance for Clinical NLP. - Olaf Yunus Laitinen Imanov; Taner Yilmaz; Ayse Tuba Tugrul; Melike Nesrin Zaman; Ozkan Gunalp; Duygu Erisken; Sila Burde Dulger; Rana Irem Turhan; Izzet Ozdemir; Derya Umut Kulali; Ozan Akbulut; Harun Demircioglu; et al. (CoRR, 2026)

PatchFormer: A Patch-Based Time Series Foundation Model with Hierarchical Masked Reconstruction and Cross-Domain Transfer Learning for Zero-Shot Multi-Horizon Forecasting. - Olaf Yunus Laitinen Imanov; Derya Umut Kulali; Taner Yilmaz (CoRR, 2026)

Energy-Efficient Neuromorphic Computing for Edge AI: A Framework with Adaptive Spiking Neural Networks and Hardware-Aware Optimization. - Olaf Yunus Laitinen Imanov; Derya Umut Kulali; Taner Yilmaz; Duygu Erisken; Rana Irem Turhan (CoRR, 2026)

Autonomous AI Agents for Real-Time Affordable Housing Site Selection: Multi-Objective Reinforcement Learning Under Regulatory Constraints. - Olaf Yunus Laitinen Imanov; Duygu Erisken; Derya Umut Kulali; Taner Yilmaz; Rana Irem Turhan (CoRR, 2026)

Urban Spatio-Temporal Foundation Models for Climate-Resilient Housing: Scaling Diffusion Transformers for Disaster Risk Prediction. - Olaf Yunus Laitinen Imanov; Derya Umut Kulali; Taner Yilmaz (CoRR, 2026)