12 papers
On Waring-Goldbach problem for two squares, three biquadratics, one quintic and one septic
Linji Long, Jinjiang Li, Min Zhang
In this paper, it is proved that every sufficiently large odd integer can be represented as \begin{equation*} n=p_1^2+p_2^2+p_3^4+p_4^4+p_5^4+p_6^5+p_7^7, \end{equation*} where…
Quantum Entangled Multimodal Fusion Networks (QEMFN): Resource-Aware Hybrid Vision-Language Fusion via Trainable Entanglement
Srikar Alla, Ali Shiri Sichani, Chi-Ren Shyu
Multimodal vision-language systems typically fuse image and text embeddings through classical operators such as concatenation, attention, bilinear pooling, or tensor interactions.…
When Normalization Selects the Sign: Auditing Robustness Ablations in Quantum Attention
Owen Friedewald, Srikar Alla, Ali Shiri Sichani +1
Removing an input-scaling module changes both a classifier and the perturbations reaching its encoder. A robustness difference can therefore reflect the comparison rule as well as…
Where Quantum Fourier Sampling Stops Short: A Three-Gate Audit Protocol for Delay-PUF Security Models
Owen Friedewald, Ali Shiri Sichani, Chi-Ren Shyu
Quantum Fourier sampling may help audit the spectral learnability of delay-based physical unclonable functions (PUFs). We ask whether that promise survives access matching, a stron…
Exact Diagonal Completion on Reachable Subspaces: Application to QAOA Placement
Owen Friedewald, Ali Shiri Sichani, Chi-Ren Shyu
Unused encoding states offer opportunities to simplify quantum circuits. For algorithms restricted to reachable subspaces, unspecified diagonal-operator entries can be optimized wi…
Plateau-Constrained Selection: Exploiting Degeneracy for Lower-Depth Quantum Compilation
Owen Friedewald, Ali Shiri Sichani, Chi-Ren Shyu
Minimum-cost orders of commuting phase terms can produce substantially different routed circuits. On the same 36-term instances, three orders with identical support cost 74 yield m…
Shielded RL for Route-Charged Parity-Term Ordering in QEDA Phase Components
Owen Friedewald, Ali Shiri Sichani, Chi-Ren Shyu
Commuting phase terms in quantum electronic design automation (QEDA) placement circuits are logically invariant under reordering, yet their routed cost varies substantially after h…
Quantum-Enhanced Similarity Measures for Polarimetric Materials Classification
Sara Shojaei, Seyed Mohamad Ali Tousi, Emma Bennett +6
We present a quantum--classical hybrid pipeline for polarimetric material classification that casts this as a point-matching problem. Voxel cubes, containing polarized light reflec…
Extreme Model Compression for Edge Vision-Language Models: Sparse Temporal Token Fusion and Adaptive Neural Compression
Md Tasnin Tanvir, Soumitra Das, Sk Md Abidar Rahaman +1
The demand for edge AI in vision-language tasks requires models that achieve real-time performance on resource-constrained devices with limited power and memory. This paper propose…
AI-Enabled Smart Hygiene System for Real-Time Glucose Detection
Khan Masood Parvez, Sk Md Abidar Rahaman, Ali Shiri Sichani +1
This research presents a smart urinary health monitoring system incorporating a coplanar waveguide (CPW)-fed slot-loop antenna biosensor designed to analyse various urine samples.…
Data-Driven Antenna Miniaturization: A Knowledge-Based System Integrating Quantum PSO and Predictive Machine Learning Models
Khan Masood Parvez, Sk Md Abidar Rahaman, Ali Shiri Sichani
The rapid evolution of wireless technologies necessitates automated design frameworks to address antenna miniaturization and performance optimization within constrained development…
The Potential of Combined Learning Strategies to Enhance Energy Efficiency of Spiking Neuromorphic Systems
Ali Shiri Sichani, Sai Kankatala
Ensuring energy-efficient design in neuromorphic computing systems necessitates a tailored architecture combined with algorithmic approaches. This manuscript focuses on enhancing b…