Astronomy 27 Million Galaxy Morphologies Quantified And Cataloged With the Help of Machine Learning (Astronomy) 12 Apr 2021 Using data from the Dark Energy Survey, researchers from the Department of Physics & Astronomy produced the largest catalog of galaxy morphology classifications to date. Research from Penn’s Department of Physics…
Quantum Mechanics Machine Learning Shows Potential to Enhance Quantum Information Transfer (Quantum) 22 Mar 2021 Army-funded researchers demonstrated a machine learning approach that corrects quantum information in systems composed of photons, improving the outlook for deploying quantum sensing and quantum communications technologies on the battlefield.…
Quantum Mechanics Solving ‘Barren Plateaus’ is The Key to Quantum Machine Learning (Quantum) 19 Mar 2021 New theorems put quantum machine learning on rigorous footing and identify the key issue that will determine whether it will provide quantum speedup The work solves a key problem of…
Quantum Mechanics FSU Researchers Enhance Quantum Machine Learning Algorithms (Quantum) 17 Mar 2021 A Florida State University professor’s research could help quantum computing fulfill its promise as a powerful computational tool. William Oates, the Cummins Inc. Professor in Mechanical Engineering and chair of…
Medicine Machine Learning Tool Can Predict Malignancy in Patients With Multiple Pulmonary Nodules (Medicine) 28 Feb 2021 A machine learning-based tool was able to predict the risk of malignancy among patients presenting with multiple pulmonary nodules and outperformed human experts, previously validated mathematical models, and a previously…
Engineering Revive the map: 4D Building Reconstruction with Machine Learning (Engineering) 24 Feb 2021 Research team from Skoltech and FBK (Italy) presented a methodology to derive 4D building models using historical maps and machine learning. The implemented method relies on geometric, neighbourhood, and categorical…
Biology Machine-learning How To Create Better AAV Gene Delivery Vehicles (Biology) 14 Feb 202114 Feb 2021 Machine learning study initiated at the Wyss Institute in collaboration with Google Research enables unprecedented AAV capsid diversification with potential for improving gene therapies Adeno-associated viruses (AAVs) have become promising…
