Tag: Quantum Machine Learning
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Accelerating Novel Antimicrobial Discovery
Owner Status Quantum Approach Phase 3 – Simulation Quantum Machine Learning Quantum Simulation and Quantum Machine Learning SDGs Contributors Origins of Contributors Global Antibiotic Research & Development Partnership (GARDP) McMaster University Universita degli Studi di Cagliari qBraid Impact/context The WHO has identified antimicrobial resistance (AMR) as one of the top ten threats to global public…
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Molecular Docking to Clean Up Pollution
Owner Status Quantum Approach Phase 3 – Simulation Quantum Simulation and Quantum Machine Learning SDGs Contributors Origins of Contributors Quandela QunaSys World Health Organization (WHO) Impact/context Chemical pollutants in soil and wastewater pose a significant and long-lasting environmental and sanitary concern, with their degradation in environmental remediation representing a critical societal challenge. Among various pollutants,…
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Plant Genomics
Owner Status Quantum Approach Phase 3 – Simulation Quantum Machine Learning SDGs Contributors Origins of Contributors Food and Agricultural Organisation of the United Nations (FAO) Inari QuEra Venturus Eversoles Associates University of São Paulo Impact/context The world is currently facing one of the greatest challenges of human history: providing enough nutritious calories for a growing…
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Predicting Gastrointestinal Cancer
Owner Status Quantum Approach Phase 3 – Simulation Quantum Machine Learning SDGs Contributors Origins of Contributors University of Coimbra Center For Social Studies, International Agency for Research on Cancer (IARC) Impact/context More than 2 million new cases of colorectal cancer are diagnosed every year around the globe. The entire global population, living anywhere on earth,…
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Carbon Capture
Owner Status Quantum Approach Phase 2 – Full Proposal Quantum Machine Learning SDGs Contributors Origins of Contributors QCentroid ETH Zurich Impact/context A primary contributor to climate change is the excessive concentration of carbon dioxide (CO₂) in the atmosphere, mainly from fossil fuel combustion, industrial activities, and deforestation. The rise in CO₂ levels has led to…
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Antimicrobial Resistance
Owner Status Quantum Approach Phase 1 – Outline Quantum Machine Learning SDGs Contributors Origins of Contributors University of Copenhagen Alphanosos Global Antibiotic Research & Development Partnership (GARDP) Impact/context WHO declared antimicrobial resistance (AMR) as one of the top ten threats to global public health. Low- and middle- income countries, and certain population groups such…
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Flood Risk Assessment
Owner Status Quantum Approach Phase 1 – Outline Quantum Machine Learning SDGs Contributors Origins of Contributors Malaysia Quantum Information Initiative Universiti Teknologi Petronas QuaTI Natural Resources Canada University of Calgary World Meteorological Organization (WMO) Impact/context Floods are among the most common natural disasters worldwide, accounting for one-third of the 64% of natural disaster hazards reported…
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Illegal Mining
Owner Status Quantum Approach Phase 1 – Outline Quantum Machine Learning SDGs Contributors Origins of Contributors University of Energy and Natural Resources University of Education, Winneba (Ghana) United Nations Interregional Crime and Justice Research Institute (UNICRI) Impact/context Water contamination due to illegal mining (galamsey) poses a severe environmental and public health threat in Ghana, with…
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Medical Imaging
Owner Status Quantum Approach Phase 0 – Idea Quantum Machine Learning SDGs Contributors Origins of Contributors European Organization for Nuclear Research (CERN) Raman Research Institute (RRI) Cleveland Clinic
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Novel Batteries
Owner Status Quantum Approach Phase 0 – Idea Quantum Machine Learning SDGs Impact/context The need to access reliable, sustainable, and modern energy for all continues to grow globally. Enhancing the performance of batteries can significantly contribute to this challenge by making energy storage more efficient, scalable, and less costly. Better battery technologies are critical for…