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Beyond Order: Perspectives on Leveraging Machine Learning for Disordered Materials
Advanced Engineering Materials, EarlyView.This article explores how machine learning (ML) revolutionizes the study and design of disordered materials by uncovering hidden patterns, predicting properties, and optimizing multiscale structures. It highlights key advancements, including generative models, graph neural networks, and hybrid ML‐physics methods, addressing challenges like data ...
Hamidreza Yazdani Sarvestani +4 more
wiley +1 more source
Graphene Array-Based Anti-fouling Solar Vapour Gap Membrane Distillation with High Energy Efficiency
Nano-Micro Letters, 2019 Photothermal membrane distillation (MD) is a promising technology for desalination and water purification. However, solar-thermal conversion suffers from low energy efficiency (a typical solar-water efficiency of ~ 50%), while complex modifications are ...
Biyao Gong +7 more
doaj +1 more source
Carbon Free Boston: Energy Technical Report [PDF]
, 2019 Part of a series of reports that includes: Carbon Free Boston: Summary Report; Carbon Free Boston: Social Equity Report; Carbon Free Boston: Technical Summary; Carbon Free Boston: Buildings Technical Report; Carbon Free Boston: Transportation ...
Cleveland, Cutler J. +4 more
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Low‐Activation Compositionally Complex Alloys for Advanced Nuclear Applications—A Review
Advanced Engineering Materials, EarlyView.Low‐activation compositionally complex alloys (LACCAs) are advanced metallic materials primarily composed of low‐activation elements, offering advantages such as rapid compliance with operational standards and safe recyclability. This review highlights their potential for extreme high‐temperature irradiation environments as structural materials for ...
Yangfan Wang +8 more
wiley +1 more source
A State of Health Estimation Method for Lithium-Ion Batteries Based on Voltage Relaxation Model
Energies, 2019 The state of health estimation for lithium-ion battery is a key function of the battery management system. Unlike the traditional state of health estimation methods under dynamic conditions, the relaxation process is studied and utilized to estimate the ...
Qiaohua Fang +4 more
doaj +1 more source
Massachusetts’ Clean Energy Cluster [PDF]
The renewable energy industry in Massachusetts is identified through a “topdown” and “bottom-up” processes to determine the total employment and boundaries of this sector.
David Levy andDavid Terkla
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Pace Energy & Climate Center 2016 Annual Report [PDF]
, 2017 The Center staff and many allies are deeply involved in the business of electric utility transformation. We live and work in a remarkable time. Decades of steady, thoughtful leadership on clean energy issues is now bearing fruit. Clean energy is not just
Pace Energy & Climate Center
core +1 more source
Tanzania Clean Energy Transition
, 2023 Two weeks ICTP JOINT SUMMER SCHOOL FOR SUSTAINABLE DEVELOPMENT Programe in Trieste ...
Mohamed, Salma, Ngabo, Edson
openaire +1 more source
High‐Rate Deposition and Characterization Study of CoZrO Films for On‐Chip Power Applications
Advanced Engineering Materials, EarlyView.This study introduces a high‐rate reactive sputtering process for CoZrO films, aimed at large‐scale production of on‐chip magnetic components compatible with complementary metal oxide semiconductor (CMOS) fabrication. Characterization of the deposited films reveals that ideal magnetic properties require chemical compositions in a narrow Co:O range and ...
Elaine Ng +6 more
wiley +1 more source
IEEE Photonics Journal, 2019 An optical method for measuring soot volume fraction, flame temperature, and concentration of combustion products in a diffusion flame based on time-division multiplexed tunable diode laser absorption spectroscopy technique is presented in this article ...
Haibin Cui +4 more
doaj +1 more source