Papers citing Machine learning for a sustainable energy future
Machine learning-assisted design of cathode materials for lithium–sulfur batteries derived from a metal–organic framework
Materials Horizons · 2025
Seoyeah Oh, Kyeom Choi, Jihyeon Park, Geonho Kim, Seoyoung Yoon, Dong-Jun Kim, Seokhee Lee, Jiwon Kim
Read original paper ↗ ·Many-body physics and machine learning enabled discovery of promising solar materials
RSC Advances · 2025
Tathagata Biswas, Adway Gupta, Arunima K. Singh
Read original paper ↗ ·Modern organic transformations: heterogeneous thermocatalysis or photocatalysis?
Chemical Society Reviews · 2025
Ning Zhang, Wanbing Gong, Yujie Xiong
Read original paper ↗ ·Molecular representation learning: cross-domain foundations and future Frontiers
Digital Discovery · 2025
Rahul Sheshanarayana, Fengqi You
Read original paper ↗ ·Rapid synthesis of metastable materials for electrocatalysis
Chemical Society Reviews · 2025
Qiao Chen, Zichao Xi, Ziyuan Xu, Minghui Ning, Huimin Yu, Yuanmiao Sun, Dawei Wang, Ali Sami Alnaser, Huanyu Jin, Hui–Ming Cheng
Read original paper ↗ ·Real-Time Performance Optimization of Kiriaki-Inspired Adaptive Building Facades: A Dynamic Environmental Responsiveness Framework
SSRN Electronic Journal · 2025
Cai Bing
Read original paper ↗ ·Recent advances in Cu-based intermetallics: structures, syntheses, and electrocatalytic applications
Journal of Materials Chemistry A · 2025
Bo Chen, Peiyu Duan, Shuo Wang, Hanyun Pan, Shuxian Wu, Ye Hua, Xingyu Tao, Qinbai Yun, Yonghua Li
Read original paper ↗ ·Solar Energy Forecasting Using Machine Learning Techniques for Enhanced Grid Stability
IEEE Access · 2025
Attuluri R. Vijay Babu, Bharath Kumar Narukullapati, Rajanand Patnaik Narasipuram, Soundhar Periyannan, Alireza Hosseinpour, Aymen Flah
Read original paper ↗ ·Thailand's Journey: Unveiling the Interplay between Population, FDI, Carbon Emissions, and Renewable Energy for a Sustainable Future
SSRN Electronic Journal · 2025
Man Fuchs
Read original paper ↗ ·Thermally Engineered Metal Hydride Hydrogen Storage System Integrated with Pemfc for Enhanced Performance in Fuel Cell Scooters
SSRN Electronic Journal · 2025
Zhijie Gao, Chao Chen, Zhimin Hao, Tao Kong, Jun Li, Shijin Guo, Peng Chu, Haiwen Li
Read original paper ↗ ·Towards a brighter future and sustainability in energy: an editorial essay
Oxford Open Energy · 2025
Peter D. Lund
Read original paper ↗ ·Predicting thermodynamic stability of inorganic compounds using ensemble machine learning based on electron configuration
Nature Communications · 2025
Hao Lin Zou, Haochen Zhao, Mingming Lu, Jiong Wang, Jiong Wang, Zeyu Deng, Jianxin Wang, Jianxin Wang
Read original paper ↗ ·Approximate homomorphic encryption based privacy-preserving machine learning: a survey
Artificial Intelligence Review · 2025
Jiangjun Yuan, Weinan Liu, Jiawen Shi, Qingqing Li
Read original paper ↗ ·Ion beam engineering of nanostructured materials for superior performance in supercapacitor applications: Recent progress and future perspectives
Journal of Energy Storage · 2025
Basudeba Maharana, Shyamal Chatterjee
Read original paper ↗ ·Emerging trends in sustainable energy system assessments: integration of machine learning with techno-economic analysis and lifecycle assessment
Sustainability Science and Technology · 2025
Ebrahimpourboura Zahra, Manish Mosalpuri, Jonas Baltrušaitis, Pallavi Dubey, Mark Mba Wright
Read original paper ↗ ·Harnessing Renewable Energy with Machine Learning: A Comparative Study of Renewable Energy Approaches in the USA and Sub-Saharan Africa
Journal of Advanced Research and Multidisciplinary Studies · 2025
A. A. Anya
Read original paper ↗ ·Tail risk contagion and safe haven dynamics: Analyzing U.S. market implied volatility effects on China's energy futures
Energy · 2025
To-Han Chang, Nientsu Wang
Read original paper ↗ ·Enhancing supply chain sustainability performance: the pivotal role of emerging technologies
Journal of Business and Industrial Marketing · 2025
Suman Niranjan, Vipul Kumar Garg, David Marius Gligor, Timothy G. Hawkins
Read original paper ↗ ·Battery lifetime prediction across diverse ageing conditions with inter-cell deep learning
Nature Machine Intelligence · 2025
Han Zhang, Yuqi Li, Shun Zheng, Ziheng Lu, Xiaofan Gui, Wei Xu, Jiang Bian
Read original paper ↗ ·Multi-strategy fusion pelican optimization algorithm and logic operation ensemble of transfer functions for high-dimensional feature selection problems
International Journal of Machine Learning and Cybernetics · 2025
Hao-Ming Song, Jie-Sheng Wang, Jia-Ning Hou, Yucai Wang, Yu-Wei Song, Yuliang Qi
Read original paper ↗ ·Tree-Based Algorithms and Incremental Feature Optimization for Fault Detection and Diagnosis in Photovoltaic Systems
Eng—Advances in Engineering · 2025
Khaled Chahine
Read original paper ↗ ·An innovative wood derived carbon-carbon nanotubes-paraffin wax phase change material with excellent thermal conductivity and latent heat of phase change
Nano Research · 2025
Boshi Song, Leilei Zhang, Bihan Zhang, Xinyi Wan, Qi Liu, Haiyang Li, Sheng Lei, Hanrui Dang, Xuanru Ren, Hejun Li
Read original paper ↗ ·Role of calcination temperature of carbon derived from rice husks on electrochemical performance in direct methanol fuel cells
Diamond and Related Materials · 2025
Hala Mohamed, Abeer Enaiet Allah, Mohamed Shaban, Ahmed Abd-Elkhale, Fatma Mohamed
Read original paper ↗ ·Advancements and future outlook of Artificial Intelligence in energy and climate change modeling
Advances in Applied Energy · 2025
Mobolaji Shobanke, Mehul Bhatt, Ekundayo Shittu
Read original paper ↗ ·Materials laboratories of the future for alloys, amorphous, and composite materials
MRS Bulletin · 2025
Sarbajit Banerjee, Ying Shirley Meng, Andrew M. Minor, Minghao Zhang, Nestor J. Zaluzec, Maria K. Y. Chan, Gerald T. Seidler, David W. McComb, Joshua Agar, Partha P. Mukherjee, Brent C. Melot, Karena W. Chapman, Beth S. Guiton, Robert F. Klie, Ian McCue, Paul M. Voyles, Ian Robertson, Ling Li, Miaofang Chi, Joel F. Destino, Arun Devaraj, Emmanuelle A. Marquis, Carlo U. Segre, Huinan Hannah Liu, Judith C. Yang, Kasra Momeni, Amit Misra, Niaz Abdolrahim, Julia E. Medvedeva, Wenjun Cai, Alp Sehirlioglu, Melike Dizbay-Onat, Apurva Mehta, Lori L. Graham-Brady, Benji Maruyama, Krishna Rajan, Jamie H. Warner, Mitra L. Taheri, Sergei V. Kalinin, B. Reeja‐Jayan, Udo D. Schwarz, Sindee L. Simon, Craig M. Brown
Read original paper ↗ ·Machine Learning for Modeling and Defect Detection of Friction Stir Welds: A Review
Journal of Failure Analysis and Prevention · 2025
Abdelhakim Dorbane, Fouzi Harrou, Ying Sun, Georges Y. Ayoub
Read original paper ↗ ·Urban fabric decoded: High-precision building material identification via deep learning and remote sensing
Environmental Science and Ecotechnology · 2025
Kun Sun, Qiaoxuan Li, Qiance Liu, Jinchao Song, Menglin Dai, Xingjian Qian, Srinivasa Raghavendra Bhuvan Gummidi, Bailang Yu, Felix Creutzig, Gang Liu
Read original paper ↗ ·Exploring big data applications in sustainable urban infrastructure: A review
Urban Governance · 2025
David Victor Ogunkan, Stella Kehinde Ogunkan
Read original paper ↗ ·Molecular Engineering of Organic Electrode Materials for Beyond Lithium‐Ion Batteries
Advanced Functional Materials · 2025
Yunling Wu, Hualin Ye, Yanguang Li
Read original paper ↗ ·A review of micro-hybrid energy systems for rural electrification, challenges and probable interventions
Renewable energy focus · 2025
Likonge Makai, Olawale Popoola
Read original paper ↗ ·Grid Peak Shaving and Energy Efficiency Improvement: Advances in Gravity Energy Storage Technology and Research on Its Efficient Application
Energies · 2025
Shaojun Wang, Hao Xiao, Zhaoquan Zhao, Dezhao Li, Dong Hu, Qi Hu, Chen Shen, Xingyu Zhang, Jiahao Hu, Cheng Chi, Xin Min Cheng, Wei Zhang, Erjun Bu, Chenxu Zhao, An Wang, Lu Wang
Read original paper ↗ ·Advancing perovskite photovoltaic technology through machine learning‐driven automation
InfoMat · 2025
Jiyun Zhang, Jianchang Wu, Vincent Marc Le Corre, Jens Hauch, Yicheng Zhao, Christoph Josef Brabec
Read original paper ↗ ·The Value of Device Characterization for the Optimization of Organic Solar Cells
Advanced Energy Materials · 2025
Leonard Christen, Barbara Urbano, Anne Krause, Paula Hartnagel, Thomas Kirchartz
Read original paper ↗ ·Amorphous/Crystalline Heterostructured Nanomaterials: An Emerging Platform for Electrochemical Energy Storage
Small · 2025
Yan Zhou, Yihua Liang, Zhen Wu, Xinlei Wang, Runnan Guan, Changqing Li, Fen Qiao, Junfeng Wang, Yongsheng Fu, Jong‐Beom Baek
Read original paper ↗ ·VIS/NIR/FIR spectroscopy for blood glucose monitoring: A review
AIP Advances · 2025
Qin Chen, Wenwen Zhang, Wenzhi Wu
Read original paper ↗ ·Enhancing Robustness and Charge Transfer Kinetics of Sodium-Ion Batteries through Introduction of Anionic Anchoring Separators
Journal of the American Chemical Society · 2025
Xiao Li, Tao Zhang, Yilin Zhao, Xiao‐Qing Zhu, Aimin Ge, Keith Christopher Gordon, Fei Wang, Guiyin Xu, Meifang Zhu
Read original paper ↗ ·Advancing organic photovoltaic cells for a sustainable future: The role of artificial intelligence (AI) and deep learning (DL) in enhancing performance and innovation
Solar Energy · 2025
Hussein Togun, Ali Basem, Muhsin J. Jweeg, Nirmalendu Biswas, Azher M. Abed, Dipankar Paul, Hayder Ibrahim Mohammed, A.K. Chattopadhyay, Bhupendra Kumar Sharma, Tuqa Abdulrazzaq
Read original paper ↗ ·Prepared LiNi0.6Co0.2Mn0.2O2 cathode material with excellent electrochemical performance by extracting manganese from pyrolusite
Ionics · 2025
Huiyuan Wu
Read original paper ↗ ·Algorithms Facilitating the Observation of Urban Residential Vacancy Rates: Technologies, Challenges and Breakthroughs
Algorithms · 2025
Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao
Read original paper ↗ ·Pioneering Eco-Efficiency in Cloud Computing: The Carbon-Conscious Federated Reinforcement Learning (CCFRL) Approach
IEEE Internet of Things Journal · 2025
Eunil Seo, Erik Elmroth
Read original paper ↗ ·The Energy Hunger Paradox of Artificial Intelligence: End of Clean Energy or Magic Wand for Sustainability?
Sustainability · 2025
Hafize Nurgül Durmuş Şenyapar, Ramazan Bayındır
Read original paper ↗ ·Assessing the impact of artificial intelligence on the transition to renewable energy? Analysis of U.S. states under policy uncertainty
Renewable Energy · 2025
Yuzhu Fang, Chi‐Chuan Lee, Xinghao Li
Read original paper ↗ ·Flipping the script: Predicting chemical composition in metal-halide perovskites from optical spectroscopy
Chem · 2025
Alexander J. Norquist
Read original paper ↗ ·Bioinspired electrocatalysts for water splitting
Matter · 2025
Weibo Zhang, Wei Yuan, Xiaoqing Zhang, Qing Liu, Bote Zhao, Biyu Pan, Yingxi Xie, Yong Zhong Tang
Read original paper ↗ ·Artificial Intelligence in Lithium-Ion Battery Predictions
Advances in computational intelligence and robotics book series · 2025
R. Shilpa, Karuppasamy Periyakaruppan, U. Mithra, K Thrisha, R. Saratha, Rajapandian Varatharaj
Read original paper ↗ ·Enhanced energy harvesting through lubricant-water interaction on a superoleophobic stainless steel@cellulose ester nanogenerator
Nano Energy · 2025
Hsuan‐Yu Yeh, Kuldeep Kaswan, Helmi Son Haji, Ravindra Joshi, Arshad Hussain Khan, Parag Parashar, Jui‐Han Yu, Wei-Zan Hsu, Po-Yu Chen, Jinn Peter Chu, Zong‐Hong Lin
Read original paper ↗ ·Data to Watts
Advances in computational intelligence and robotics book series · 2025
Lingala Thirupathi, Manvitha Pola, Rupa Samala, Sanjana Gollapalli, Pranavi Katikineni, Shiva Samala
Read original paper ↗ ·Recent progress in the design and application of machine learning for the hydrogen evolution reaction in electrocatalysis and photocatalysis
Materials Today Communications · 2025
Kaifeng Zhang, Xudong Wang, Yanjing Su
Read original paper ↗ ·GCPNet: An interpretable Generic Crystal Pattern graph neural Network for predicting material properties
Neural Networks · 2025
Hengda Gao, Xiao‐Wei Guo, Genglin Li, Chao Li, Canqun Yang
Read original paper ↗ ·Machine-learning-assisted design of cathode catalysts for metal-sulfur/oxygen/carbon dioxide batteries
Energy storage materials · 2025
Qi Zhang, Qi Zhang, Zhengran Wang, Zhengran Wang, Yifan Li, Fangbing Dong, Junjie Liu, Shenglin L. Xiong, Guilong Wang, Jinkui Feng
Read original paper ↗ ·