PhD Student
                        
                        Computer Science & Engineering
                        
                        University of California, Santa Cruz
                        
                        erdogan@ucsc.edu
                    
 
                    I am a fourth-year PhD candidate at UC Santa Cruz. I am interested in computer architecture, VLSI, EDA, and other related areas.
                2025
                Effective Capacitance Modeling Using Graph Neural Networks
                
                Eren Dogan, Matthew R. Guthaus
                
                arXiv
                scholar
            
                2024
                GAT-Steiner: Rectilinear Steiner Minimal Tree Prediction Using GNNs
                
                Bugra Onal*, Eren Dogan*, Muhammad Hadir Khan, Matthew R. Guthaus
                
                International Conference on Computer-Aided Design (ICCAD), 2024
                
                acm
                arXiv
                scholar
            
                2024
                VLSI Hypergraph Partitioning with Deep Learning
                
                Muhammad Hadir Khan, Bugra Onal, Eren Dogan, Matthew R. Guthaus
                
                As Work-in-Progress at International Symposium on Machine Learning for CAD (MLCAD), 2024
                
                arXiv
                scholar
            
                2022
                Deep Compression for PyTorch Model Deployment on Microcontrollers
                
                Eren Dogan, H. Fatih Ugurdag, Hasan Unlu
                
                As Poster at International Conference on VLSI Design held jointly with International Conference
                    on Embedded Systems Design (VLSID), 2022
                
                arXiv
                scholar
                github
            
                2021
                OpenCache: An Open-Source OpenRAM Based Cache Generator
                
                Eren Dogan, H. Fatih Ugurdag, Matthew R. Guthaus
                
                Workshop on Open-Source EDA Technology (WOSET), at International Conference on
                    Computer-Aided Design (ICCAD), 2021
                
                pdf
                scholar
                github
            
Reviewer at DAC 2025, MLCAD 2024, and VLSI-SoC 2024.
Volunteer at MLCAD 2025.
I am a German-Turk (Deutschtürke), born in Nordenham and raised in Mersin.