New Technology– category –
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Machine-Learned Interatomic Potential Developed for Tungsten-Boron Surface Sputtering via tabGAP Framework, Guiding MXene Defect Engineering
arXiv International Overview A machine-learned interatomic potential (MLIP) has been developed using the tabGAP framework to simulate sputtering behavior of tungsten-boron (W-B) surfaces at large scales. Trained with density functional t... -
U.S. DOE Accelerates Materials Inverse Design with Physics-Aware AI Framework, Dramatically Reducing Time-to-Market
Department of Energy USA Overview The U.S. Department of Energy (DOE) announced a strategic initiative to accelerate materials inverse design by integrating a physics-aware AI framework encompassing foundation models, deep learning, gene... -
AI and Polymer Informatics Slash Material Development Time from Decades to Months
ChemCopilot USA Overview AI, machine learning, and polymer informatics frameworks are dramatically accelerating polymer R&D, potentially reducing the development cycle for novel commercial polymers from 10-15 years to mere months or ... -
Chinese Study Finds Optimal Performance of Two-Terminal Perovskite-Silicon Tandems Highly Dependent on Geographical Conditions
PV Magazine China Overview Research from China indicates that the commercial success of two-terminal (2T) perovskite-silicon tandem solar cells relies heavily on geography and market conditions, beyond just achieving high efficiencies. O... -
Durability Breakthrough: Lithuanian Team Unlocks Perovskite Solar’s Commercial Potential
The Cool Down Lithuania Overview Researchers at Lithuania's Kaunas University of Technology have developed a novel method to dramatically improve the durability and lifespan of perovskite solar cells, addressing a critical barrier to the... -
LONGi Achieves 34.85% NREL-Certified Efficiency for Perovskite-Silicon Tandem Solar Cell, Setting New Industry Record
Facebook China Overview LONGi Green Energy has achieved a certified 34.85% power conversion efficiency on its perovskite-silicon tandem solar cell, verified by NREL testing standards, setting a new industry record. This breakthrough surp... -
Monochrome to Conduct Perovskite Solar Cell Field Trials at Over 5,000m Altitude Near K2 Base Camp, Pakistan
The Cool Down Japan Overview Monochrome, a Japanese building-integrated photovoltaic (BIPV) manufacturer, plans to conduct field trials of its perovskite PV prototype at approximately 5,150 meters altitude near Pakistan's K2 Base Camp. T... -
South Korean Researchers at GIST Develop Molecular Interface Design to Scale Perovskite Solar Cells, Mitigating Charge Loss
PowerInfoToday South Korea Overview Researchers at the Gwangju Institute of Science and Technology (GIST) in South Korea have developed a novel molecular design principle to precisely control molecular alignment at the perovskite interfa... -
Indian Startup P3C Commences Perovskite Solar Module Production, Achieves 19.3% Cell Efficiency with Plans for 1MW Expansion
YourStory India Overview Indian startup P3C Technology and Solutions has begun manufacturing perovskite solar cell modules, positioning itself to offer a silicon alternative. The company's perovskite cells have achieved a certified power... -
Novel Additive “AMTZ” Boosts Perovskite Solar Cell Efficiency to 25.47% While Retaining 91.1% After 1000 Hours
Growatt Unknown Overview A combined computational modeling and experimental study has led to the development of a new chemical additive, 2-amino-2-thiazoline (AMTZ), which dramatically improves the efficiency and stability of perovskite ...
