Derya Umut Kulali

According to our database, Derya Umut Kulali authored at least 6 papers in 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, February, 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, February, 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, February, 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, January, 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, Hasan Basri Kara, Berfin Tavan

CoRR, January, 2026

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, January, 2026