Results 241 to 250 of about 1,580,706 (293)

Smart Exploration of Perovskite Photovoltaics: From AI Driven Discovery to Autonomous Laboratories

Advanced Energy Materials, EarlyView.
In this review, we summarize the fundamentals of AI in automated materials science, and review AI applications in perovskite solar cells. Then, we sum up recent progress in AI‐guided manufacturing optimization, and highlight AI‐driven high‐throughput and autonomous laboratories.
Wenning Chen, Zheyu Zhang, Kelvian T. Mularso, Bonghyun Jo, Hyun Suk Jung   +4 more
wiley   +1 more source

Machine learning-assisted design of carbon nanotube edge computing circuits for monolithic epidermal systems. [PDF]

Nat Commun
Luo Z, Xiang L, Zou X, Liu J, Wang H, Ye H, Yuan Y, Zhang H, Yu X, Hu Y, Pan A.   +10 more
europepmc   +1 more source

Machine Learning Interatomic Potentials for Energy Materials: Architectures, Training Strategies, and Applications

Advanced Energy Materials, EarlyView.
Machine learning interatomic potentials bridge quantum accuracy and computational efficiency for materials discovery. Architectures from Gaussian process regression to equivariant graph neural networks, training strategies including active learning and foundation models, and applications in solid‐state electrolytes, batteries, electrocatalysts ...
In Kee Park, Saeed Pourasad, Jinhong Mun, Arunkumar Chitteth Rajan, Tae Hyeon Park, Anand Rohit, Mohammad Zafari, Tan‐Lien Pham, Eunjae Jung, Bonseung Koo, Miran Ha, Gi Beom Sim, Hyun Gyu Park, Won Woong Choi, Kwanghyeon Jo, Soohaeng Yoo Willow, David ChangMo Yang, Chang Woo Myung, Geunsik Lee, Kwang S. Kim   +19 more
wiley   +1 more source

Research on temperature prediction method for rail transit train inverters based on spatial and timing improving Transformer. [PDF]

Sci Rep
Feng Y, Zhai Y, Wang F, Yu X, Li J, Chen X.   +5 more
europepmc   +1 more source

Competing Charge Separation Pathways Govern Charge Generation in Organic Photovoltaic Blends: Insights From Transient Electron Spin Resonance

Advanced Energy Materials, EarlyView.
Transient electron spin resonance distinguishes interfacial charge‐transfer states from separated charges, revealing competing charge separation pathways in organic photovoltaic blends. The relative contributions of fast charge separation and a pathway mediated by spin‐polarized charge‐transfer states vary across different blends, with high‐efficiency ...
Jack M. S. Palmer, Claudia E. Tait
wiley   +1 more source

Explainable AI-enabled adaptive fuzzy MPPT and energy management for bifacial PV and battery-powered electric vehicle charging system. [PDF]

Sci Rep
Tiwari VK, Kumar A, Yadav S, Nishad DK, Khalid S.   +4 more
europepmc   +1 more source

Improving frequency stability in grid-forming inverters with adaptive model predictive control and novel COA-jDE optimized reinforcement learning. [PDF]

Sci Rep
Yameen MZ, Lu Z, El-Sousy FFM, Younis W, Zardari BA, Junejo AK.   +5 more
europepmc   +1 more source

Machine learning-based long-term degradation and LCOE Analysis of floating PV with custom pontoon design. [PDF]

PLoS One
Mohajon R, Polash MRI, Shahriar MN, Bhowmick A, Mondol PK, Mutsuddi H, Jihan JH, Mohammad N.   +7 more
europepmc   +1 more source

Dual graph attention network for robust fault diagnosis in photovoltaic inverters. [PDF]

Sci Rep
Bhadra AB, Rime MHK, Sarker Y, Bhuiyan EA, Hossen MJ, Morol MK.   +5 more
europepmc   +1 more source

A novel rotor harmonic winding-based high efficient self-excited brushless wound rotor synchronous machine with improved torque features. [PDF]

Sci Rep
Ul Haq MA, Farooq H, Liaqat R, Khan ZA, Altamimi A.   +4 more
europepmc   +1 more source