3 papers
cs.ET2026
Task-Adaptive Physical Reservoir Computing via Tunable Molecular Communication Dynamics
Saad Yousuf, Kaan Burak Ikiz, Murat Kuscu
Physical Reservoir Computing (PRC) offers an efficient paradigm for processing temporal data, yet most physical implementations are static, limiting their performance to a narrow r…
quant-ph2025
Geometric Latent Space Tomography with Metric-Preserving Autoencoders
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin
Quantum state tomography faces exponential scaling with system size, while recent neural network approaches achieve polynomial scaling at the cost of losing the geometric structure…
quant-ph2024
Quantum Convolutional Neural Network: A Hybrid Quantum-Classical Approach for Iris Dataset Classification
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin, Afrida Afaf +1
This paper presents a hybrid quantum-classical machine learning model for classification tasks, integrating a 4-qubit quantum circuit with a classical neural network. The quantum c…