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Machine Learning Accelerates Discovery of Optimal Perovskites for Solar Energy

Researchers from the Swiss Federal Institute of Technology Lausanne discovered perovskites with the perfect band gap for solar applications. Scientists found around 14 new solar cell materials by inculcating a machine-learning program, an advanced version of Density Functional Theory

United statesAlfredo pasquarelloHaiyuan wangSolar energySwiss federal institute of technology lausanneJournal of the american chemical societyShanghai universitySwiss national science foundationNational natural science foundation of chinaSwiss federal instituteTechnology lausanneDensity functional theoryAmerican chemicalLearning accelerates discoveryOptimal perovskitesNational natural science foundation

Machine Learning Boosts Solar-cell Perovskites Discovery

Machine Learning Boosts Solar-cell Perovskites Discovery
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Haiyuan wangAlfredo pasquarelloDensity functional theory

Machine learning accelerates discovery of solar-cell perovskites

An EPFL research project has developed a method based on machine learning to quickly and accurately search large databases, leading to the discovery of 14 new materials for solar cells.

United statesHaiyuan wangAlfredo pasquarelloJournal of the american chemical societyAmerican chemicalDensity functional theoryHigh quality data enabling universalityBand gap descriptorPhotovoltaic perovskitesAmerican chemical society

Emerging Trends in Semiconductor Technology

Emerging Trends in Semiconductor Technology
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Ibtisam abbasimayIbtisam abbasiSemiconductor industryHow do semiconductors workMachine learning in semiconductor chip designBrains behind modern electronicsInorganic semiconductor materialsTrends in semiconductor technologyGeneration semiconductor materialChalcogenide semiconductorMaterial for novel semiconductorsTechnology networks applied sciencesEffect transistor technologyInnovations in semiconductor materialsMaterials science researchCongressional research service

how to add top gate voltage in tightbinding model of graphene - Mis-asia provides comprehensive and diversified online news reports, reviews and analysis of nanomaterials, nanochemistry and technology

how to add top gate voltage in tightbinding model of graphene - Mis-asia provides comprehensive and diversified online news reports, reviews and analysis of nanomaterials, nanochemistry and technology
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Add top gate voltageTight binding modelDensity functional theory