**Applications in Sectors**

## Index

### Overview

### Aerospace

### Chemistry and Physics

- A quantum algorithm for high energy physics simulations
- Application of Quantum Computers in Foreign Exchange Reserves Management
- Application of Quantum Machine Learning using the Quantum Variational Classifier Method to High Energy Physics Analysis at the LHC
- Artificial Neural Network Encoding of Molecular Wavefunction for Quantum Computing
- Collisional S-Matrix for the Vibrational Dynamics of H+H2 Including Dissociative Processes by Quantum Computing
- Coupled Cluster Downfolding Theory: towards universal many-body algorithms for dimensionality reduction of composite quantum systems in chemistry and materials science
- Differentiable quantum computational chemistry with PennyLane
- Elucidating Reaction Mechanisms on Quantum Computers
- Emerging quantum computing algorithms for quantum chemistry
- How Quantum Computing Could Remake Chemistry
- Modelling Carbon Capture on Metal-Organic Frameworks with Quantum Computing
- Molecular Dynamics on Quantum Annealers
- Molecular Quantum Dynamics: A Quantum Computing Perspective
- New frontiers of quantum computing in chemical engineering
- Open Source Variational Quantum Eigensolver Extension of the Quantum Learning Machine (QLM) for Quantum Chemistry
- Quantum Chemistry in the Age of Quantum Computing
- Quantum Computing Calculations for Nuclear Structure and Nuclear Data
- Quantum computing enhanced machine learning for physico-chemical applications
- Quantum computing of Hückel molecular orbitals of π-electron systems
- Quantum computing hardware for HEP algorithms and sensing
- Quantum neural networks force fields generation
- Realizing Quantum Technologies in Nanomaterials and Nanoscience
- Reference-State Error Mitigation: A Strategy for High Accuracy Quantum Computation of Chemistry
- Snowmass White Paper: Quantum Computing Systems and Software for High-energy Physics Research
- Software-Hardware Co-Optimization for Computational Chemistry on Superconducting Quantum Processors
- Solving a Higgs optimization problem with quantum annealing for machine learning
- The Basics of Quantum Computing for Chemists

### Economy and Finance

- A Generalized Quantum Inner Product and Applications to Financial Engineering
- A Quantum Leap for Financial Services
- A Structured Survey of Quantum Computing for the Financial Industry
- A Survey on Quantum Computational Finance for Derivatives Pricing and VaR
- A Survey of Quantum Computing for Finance
- Application of Quantum Computers in Foreign Exchange Reserves Management
- Comparing Classical-Quantum Portfolio Optimization with Enhanced Constraints
- Dynamic Portfolio Optimization with Real Datasets Using Quantum Processors and Quantum-Inspired Tensor Networks
- Forecasting financial crashes with quantum computing
- Hybrid quantum-classical optimization for financial index tracking
- NISQ-HHL: Portfolio Optimization for Near-Term Quantum Hardware
- Near Future Stock Market Forecasting BasedOn Chaos Theory, Sentiment Analysis, andQuantum Computing
- Portfolio Optimization with Digitized-Counterdiabatic Quantum Algorithms
- Pricing Financial Derivatives with Exponential Quantum Speedup
- Prospects and challenges of quantum finance
- Quantum Computing applications in Financial Services
- Quantum Computation for Pricing Caps using the LIBOR Market Model
- Quantum Computing for Finance: State of the Art and Future Prospects
- Quantum Computation for Pricing the Collateral Debt Obligations
- Quantum Machine Learning for Finance
- Quantum Portfolio Optimization with Investment Bands and Target Volatility
- Quantum portfolio value forecasting
- Quantum Risk Analysis
- Quantum Technology for Economists
- TensorFlow Quantum: A Software Framework for Quantum Machine Learning

### Energy, Agriculture and Climate Change

- A Quantum Advantage in Fighting Climate Change
- A Quantum Computing Framework for Complex System Reliability Assessment
- Community Detection in Electrical Grids Using Quantum Annealing
- Exploring Quantum Machine Learning and Feature Reduction Techniques for Wind Turbine Pitch Fault Detection
- Quantum Artificial Intelligence for the Science of Climate Change
- Quantum computing for energy systems optimization: Challenges and opportunities
- Quantum Computing for Power Flow Algorithms: Testing on real Quantum Computers
- Quantum Leap in Energy Industry
- Quantum neural network autoencoder and classifier applied to an industrial case study
- Quantum Technology. Our Sustainable Future
- Quantum technologies for climate change: Preliminary assessment
- Quantum Technologies x Climate Crisis: A Thesis
- Using Quantum Computing Optimization to Maximize Agricultural Field Efficiency and Improve Crop Network Connectivity

### Logistics and Transport

- Hybrid Quantum-Classical Neural Network for Incident Detection
- Multimodal Container Planning: a QUBO Formulation and Implementation on a Quantum Annealer
- Quantum computing approach to railway dispatching and conflict management optimization on single-track railway lines
- Quantum Computing in Supply Chain Management State of the Art and Research Directions
- Quantum Shuttle: Traffic Navigation with Quantum Computing
- Shaping the future of the application of quantum computing in intelligent transportation system
- Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem
- Traffic Signal Optimization on a Square Lattice with Quantum Annealing
- Towards an Optimal Hybrid Algorithm for EV Charging Stations Placement using Quantum Annealing and Genetic Algorithms

### Manufacturing Industry

- Multi-car paint shop optimization with quantum annealing
- Optimizing the Production of Test Vehicles using Hybrid Constrained Quantum Annealing
- Paint shop vehicle sequencing based on quantum computing considering color changeover and painting quality
- Quantum Computing Assisted Deep Learning for Fault Detection and Diagnosis in Industrial Process Systems
- Rolling bearing fault diagnosis based on quantum LS-SVM

### Medicine, Health and Pharmacy

- A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs
- A perspective on the current state-of-the-art of quantum computing for drug discovery applications
- Biology begins to tangle with quantum computing
- Biology and Medicine in the Landscape of Quantum Advantages
- Demonstration of Breast Cancer Detection Using QSVM on IBM Quantum Processors
- Exploring quantum computing use cases for life sciences
- Genome assembly using quantum and quantum-inspired annealing
- Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images
- Medical image classification via quantum neural networks
- Quantum computing at the frontiers of biological sciences
- Quantum Computing for Healthcare: A Review
- Quantum Computing in Pharma: A Multilayer Embedding Approach for Near Future Applications
- Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage
- Quantum Machine Learning for Drug Discovery
- Quantum Machine Learning for Health State Diagnosis and Prognostics
- Quantum network medicine: rethinking medicine with network science and quantum algorithms
- QuASeR: Quantum Accelerated De Novo DNA Sequence Reconstruction
- The Disruptive Power of Quantum Computing in Precision Medicine

### Others

- 6G Networks Orientation by Quantum Mechanics
- Applications of Quantum Computing You Might Not Know About
- Can quantum computing fuel a leap in battery research?
- QAC: Quantum-computing Aided Composition
- Quantum Computer Music: Foundations and Initial Experiments
- Quantum Fault Trees
- Quantum technology for military applications