Penn engineers unveil generative AI model that designs new antibiotics
Peer-Reviewed Publication
Updates every hour. Last Updated: 7-Sep-2025 22:11 ET (8-Sep-2025 02:11 GMT/UTC)
Researchers observed positive interactions, in which one disease favours the onset of another, such as between asthma and Parkinson's disease; and negative interactions, in which some groups of patients with one disease may be protected from developing others, such as between cancer and Huntington's disease.
BSC has developed a publicly accessible interactive platform that visualises the network of connections between diseases and proposes previously undescribed interactions, such as those between Down syndrome and lupus, thus opening the door to new therapeutic strategies.This groundbreaking, multi-institutional research project is aimed at revolutionizing the future of precision agriculture through the development of an advanced edge/fog computing-based framework.
Wind and solar energy are central to China’s pursuit of carbon neutrality and energy transition. From a system-wide perspective, this study examines the future development of wind power, photovoltaic (PV), and concentrated solar power (CSP), covering forecasting methodologies, power system flexibility, energy storage integration, and cross-sector coupling. By 2060, the combined installed capacity of wind and solar is projected to reach 5,496–7,662 GW, accounting for more than 83% of the nation’s total capacity. Despite progress in technological maturity and cost reduction, challenges remain in terms of limited generation efficiency, high storage costs, insufficient grid flexibility, and policy coordination. This paper further proposes a sustainable development roadmap centered on wind–solar synergies.
To achieve carbon neutrality by 2060, China must address the complex challenge of decarbonizing key industrial sectors, including steel, cement, petrochemicals, and non-ferrous metals. This review presents a comprehensive evaluation of major decarbonization technologies across these core sectors, including energy efficiency, clean electrification, hydrogen alternatives, feedstock substitution, recycling, carbon removal, and digitalization. Staged projections highlight the central role of different technologies in achieving industrial decarbonization: energy efficiency improvement (EEI) and feedstock substitution and waste recycling (FSWR) technologies before 2035, the accelerated deployment of clean electricity and green hydrogen between 2035 and 2050, and carbon capture, utilization and storage (CCUS) from 2050 onward. The review further offers policy recommendations to support technological advancement, promote large-scale deployment, and integrate low-carbon solutions into industrial development pathways.