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Controlling mass and energy diffusion with metamaterials
Diffusion driven by temperature or concentration gradients is a fundamental mechanism of
energy and mass transport that inherently differs from wave propagation in both physical …
energy and mass transport that inherently differs from wave propagation in both physical …
Machine learning aided design and optimization of thermal metamaterials
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …
for example, the machine learning (ML) has been able to predict some unprecedented …
Machine learning for high performance organic solar cells: current scenario and future prospects
A Mahmood, JL Wang - Energy & environmental science, 2021 - pubs.rsc.org
Machine learning (ML) is a field of computer science that uses algorithms and techniques for
automating solutions to complex problems that are hard to program using conventional …
automating solutions to complex problems that are hard to program using conventional …
Deep learning the electromagnetic properties of metamaterials—a comprehensive review
Deep neural networks (DNNs) are empirically derived systems that have transformed
traditional research methods, and are driving scientific discovery. Artificial electromagnetic …
traditional research methods, and are driving scientific discovery. Artificial electromagnetic …
General deep learning framework for emissivity engineering
Wavelength-selective thermal emitters (WS-TEs) have been frequently designed to achieve
desired target emissivity spectra, as a typical emissivity engineering, for broad applications …
desired target emissivity spectra, as a typical emissivity engineering, for broad applications …
Smart materials for dynamic thermal radiation regulation
Thermal radiation in the mid‐infrared region profoundly affects human lives in various fields,
including thermal management, imaging, sensing, camouflage, and thermography. Due to …
including thermal management, imaging, sensing, camouflage, and thermography. Due to …
Multi-band and wide-angle nonreciprocal thermal radiation
Violating Kirchhoff's radiation law through magneto-optical materials or spatiotemporal
(Floquet) metamaterials can open a new door for engineering thermal radiation by breaking …
(Floquet) metamaterials can open a new door for engineering thermal radiation by breaking …
[HTML][HTML] Artificial intelligence application in a renewable energy-driven desalination system: A critical review
Q He, H Zheng, X Ma, L Wang, H Kong, Z Zhu - Energy and AI, 2022 - Elsevier
Artificial intelligence, an emerging technology, widely exists in the field of engineering
science and technology. Due to its high efficiency and precision, artificial intelligence is …
science and technology. Due to its high efficiency and precision, artificial intelligence is …
Topological thermal transport
Thermal transport is a fundamental mechanism of energy transfer process quite distinct from
wave propagation phenomena. It can be manipulated well beyond the possibilities offered …
wave propagation phenomena. It can be manipulated well beyond the possibilities offered …
A review on current development of thermophotovoltaic technology in heat recovery
The burning of fossil fuels in industry results in significant carbon emissions, and the heat
generated is often not fully utilized. For high-temperature industries, thermophotovoltaics …
generated is often not fully utilized. For high-temperature industries, thermophotovoltaics …