Ahmet Demirkaya

According to our database, Ahmet Demirkaya authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

2025

A Hybrid ODE-NN Framework for Modeling Incomplete Physiological Systems.

Ahmet Demirkaya, Kyle Lockwood, Georgios Stratis, Tales Imbiriba, Iulian Ilies, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary C. Danziger, Deniz Erdogmus

IEEE Trans. Biomed. Eng., April, 2025

Learning Physics Informed Neural ODEs with Partial Measurements.

Paul Ghanem, Ahmet Demirkaya, Tales Imbiriba, Alireza Ramezani, Zachary Danziger, Deniz Erdogmus

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2023

A Vision for Cleaner Rivers: Harnessing Snapshot Hyperspectral Imaging to Detect Macro-Plastic Litter.

Nathaniel Hanson, Ahmet Demirkaya, Deniz Erdogmus, Aron Stubbins, Taskin Padir, Tales Imbiriba

Proceedings of the 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2023

2022

Hybrid Neural Network Augmented Physics-based Models for Nonlinear Filtering.

Tales Imbiriba, Ahmet Demirkaya, Jindrich Duník, Ondrej Straka, Deniz Erdogmus, Pau Closas

Proceedings of the 25th International Conference on Information Fusion, 2022

2021

Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.

Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Exploring the Role of Loss Functions in Multiclass Classification.

Ahmet Demirkaya, Jiasi Chen, Samet Oymak

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020