Quantum & High-Performance Computing

Quantum & High-Performance Computing in Engineering and Technology

Scope of Research

Quantum computing and high-performance computing (HPC) are at the forefront of technological advancements, enabling faster computations, complex problem-solving, and AI acceleration. These technologies are revolutionizing cryptography, optimization, material science, artificial intelligence, and large-scale simulations.

Inovato welcomes high-quality research on quantum computing models, HPC architectures, quantum cryptography, and AI-driven computational advancements. This section provides a platform for researchers to explore next-generation computing technologies and their impact on engineering, science, and industry.

Key Research Areas

We encourage submissions in the following areas:

1. Quantum Computing Algorithms & Applications

• Quantum machine learning and AI-driven quantum computing
• Quantum cryptography and secure data encryption methods
• Quantum algorithms for optimization, simulation, and problem-solving

2. High-Performance Computing (HPC) Architectures

• Parallel and distributed computing frameworks for HPC
• AI acceleration using HPC for large-scale data processing
• HPC applications in climate modeling, bioinformatics, and engineering simulations

3. Quantum Hardware & Quantum Processors

• Development of superconducting qubits and quantum gates
• Quantum error correction techniques for scalable quantum systems
• Advancements in photonic, trapped ion, and topological quantum computing

4. AI & Quantum Computing Convergence

• AI-powered quantum data analysis and hybrid quantum-classical computing
• Optimization of deep learning models using quantum algorithms
• AI-driven quantum simulations for material science and drug discovery

5. Neuromorphic & Bio-Inspired Computing

• Brain-inspired computing models and neuromorphic processors
• Low-power, high-efficiency computing architectures
• AI-powered neural network acceleration using bio-inspired computing

6. Quantum Networks & Secure Communications

• Quantum internet and quantum key distribution (QKD) protocols
• Secure multi-party computation and post-quantum cryptography
• Blockchain integration with quantum computing for secure transactions

7. Computational Challenges & Future Trends

• Scalability challenges in quantum computing and HPC
• Energy-efficient high-performance computing solutions
• Next-generation computing paradigms for scientific research and engineering applications

Types of Research Papers Welcomed

Researchers are invited to submit original contributions in the following categories:

• Original Research Articles – Novel developments in quantum computing and HPC.
• Review Papers – Comprehensive studies on the evolution of quantum and high-performance computing.
• Case Studies – Real-world applications of quantum computing and HPC solutions.
• Comparative Studies – Evaluations of computing frameworks and architectures.
• Technical Reports – Reports on quantum algorithms, HPC simulations, and neuromorphic computing advancements.