Erhan Guven

Joined

February 2024

Names

Erhan Guven (Preferred)

Emails

****@jhu.edu (Confirmed)

****@jhuapl.edu (Confirmed)

Personal Links

Career & Education History

Instructor

Johns Hopkins University (jhu.edu)

2017 – 2025

Researcher

Johns Hopkins University Applied Physics Laboratory (jhuapl.edu)

2013 – 2025

Advisors, Relations & Conflicts

Coauthor

Andrew Smith

2024 – 2025

Coauthor

Kruti Shah

2023 – 2025

Coauthor

Coauthor

2023 – 2025

Coauthor

Coauthor

2023 – 2025

Coauthor

Coauthor

2023 – 2025

Coauthor

Matthew Renze

2023 – 2025

Coauthor

Christofer J. McGinnis

2023 – 2025

PhD Advisor

Peter Bock

2007 – 2012

Expertise

Generative AI

2023 – 2025

Machine Learning

2000 – 2025

Publications

Bridging Quantum and Classical Computing in Drug Design: Architecture Principles for Improved Molecule Generation
Andrew Smith, Erhan Guven
- GenBio 2025 Poster
- Readers: Everyone
The Effect of Sampling Temperature on Problem Solving in Large Language Models
Matthew Renze, Erhan Guven
- CoRR 2024
- Readers: Everyone
Self-Reflection in LLM Agents: Effects on Problem-Solving Performance
Matthew Renze, Erhan Guven
- CoRR 2024
- Readers: Everyone
The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models
Matthew Renze, Erhan Guven
- CoRR 2024
- Readers: Everyone
Learning Chess With Language Models and Transformers
Michael DeLeo, Erhan Guven
- CoRR 2022
- Readers: Everyone
Predicting influenza with dynamical methods
Linda J. Moniz, Anna L. Buczak, Benjamin Baugher, Erhan Guven, Jean-Paul Chretien
- BMC Medical Informatics Decis. Mak. 2016
- Readers: Everyone
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection
Anna L. Buczak, Erhan Guven
- IEEE Commun. Surv. Tutorials 2016
- Readers: Everyone
Fuzzy association rule mining and classification for the prediction of malaria in South Korea
Anna L. Buczak, Benjamin Baugher, Erhan Guven, Liane Ramac-Thomas, Yevgeniy Elbert, Steven M. Babin, Sheri Lewis
- BMC Medical Informatics Decis. Mak. 2015
- Readers: Everyone
An OpenCL Framework for Fuzzy Associative Classification and its Application to Disease Prediction
Erhan Guven, Anna L. Buczak
- Complex Adaptive Systems 2013
- Readers: Everyone
Note and Timbre Classification by Local Features of Spectrogram
Erhan Guven, A. Murat Özbayoglu
- Complex Adaptive Systems 2012
- Readers: Everyone

View all 11 publications

Erhan Guven

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors