I am a fourth-year PhD candidate at UC Santa Cruz. I am interested in computer architecture, VLSI, EDA, and other related areas.


Research

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


Contributed Projects

OpenROAD
OpenROAD is the leading open-source, foundational application for semiconductor digital design. The OpenROAD flow delivers an Autonomous, No-Human-In-Loop (NHIL) flow, 24 hour turnaround from RTL-GDSII for rapid design exploration and physical design implementation.
github
OpenRAM
OpenRAM is an award winning open-source Python framework to create the layout, netlists, timing and power models, placement and routing models, and other views necessary to use SRAMs in ASIC design.
github
vlsida-eda
vlsida-eda is the Anaconda channel for OpenRAM and other VLSIDA lab projects.
anaconda github

Service

Reviewer at DAC 2025, MLCAD 2024, and VLSI-SoC 2024.

Volunteer at MLCAD 2025.


Personal

I am a German-Turk (Deutschtürke), born in Nordenham and raised in Mersin.