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Deep Learning‐Driven Discovery and Engineering of an Efficient PETase for Depolymerization and Detoxification of PET Microplastics Under Physiological Conditions

open access: yesAdvanced Science, EarlyView.
A deep learning–driven pipeline mining 246 million protein sequences uncovers AhPETase, an evolutionarily distinct PET hydrolase. Engineered variant AhPETaseM1 degrades post‐consumer PET microplastics under physiological conditions and reverses microplasticinduced cytotoxicity in human lung and colon cells, establishing enzymatic microplastic ...
Yuxuan Wang   +9 more
wiley   +1 more source

Learning Work Function via Implicit Reasoning on Electrostatic Potential Landscapes

open access: yesAdvanced Science, EarlyView.
StructPot‐CLR establishes a cross‐modal contrastive learning framework that aligns the crystal structures of 2D materials with plane‐averaged electrostatic potential landscapes for physically informed work‐function prediction. The model achieves an MAE of 0.265 eV and an R2 of 0.902 on the held‐out test set while accurately preserving key morphological
Haoyu Wan, Yue Wu, Tianhao Su, Deng Pan
wiley   +1 more source
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Energy conservation and sleep

Behavioural Brain Research, 1995
Phylogenetic and ontogenetic associations between sleep and endothermy are consistent with the hypothesis that sleep evolved in conjunction with endothermy to offset the high energetic cost of endothermy. The electrophysiological and thermoregulatory continuum of slow wave sleep, circadian torpor and hibernation substantiates a primordial link between ...
R J, Berger, N H, Phillips
openaire   +2 more sources

ENERGY CONSERVATION IN TRANSPORTATION

IFAC Proceedings Volumes, 1987
Abstract This paper describes research on energy conservation in South Africa, with the emphasis on road transport. Computer modelling for energy conservation from the point of view of both the economist and the roadbuilder is discussed. Research results in the fields of fuel consumption and traffic management are also cited.
S.H. Kühn, E.-A. Uken
openaire   +1 more source

The allocation of energy conservation

Journal of Natural Resources Policy Research, 2015
Conservation is considered to be an important source of future energy, for example, in the International Energy Agency (2013), due to a claimed efficiency gap resulting from distorted consumer deci...
openaire   +1 more source

Guidelines for energy conservation

Journal of the American Dietetic Association, 1981
An energy conservation program in the dietary department offers a means of containing costs in a health care facility. An effective program should include conservation measures which involve food service operations and equipment. Basic conservation measures are applicable in almost any dietary department.
openaire   +2 more sources

Energy conservation in infants

Behavioural Processes, 2015
Energy acquisition through suckling has been widely studied in rat and human infants. Processes mediating energy conservation, however, have not received the attention that they deserve. This essay, in honor of Professor Jerry Hogan, discusses parallel behaviors used by rat and human mothers to minimize energy loss in their offspring.
openaire   +2 more sources

The energy conservation by information appliance

Proceedings of the 41st SICE Annual Conference. SICE 2002., 2004
This paper proposes an energy conservation method by using home state information. A network with Java, IP, and XML is available to more manufacturers and household electric appliances. A simulator shows that 15.6% of electric power is reducible since the appliances detect rooms' states.
YOSHINO, Haruka   +3 more
openaire   +1 more source

On Energy Conservation and Transfer in Mitochondria

Journal of Bioenergetics, 1972
Structural and functional features of energy conservation and transfer in mitochondria have been examined in the light of recent developments, and hypothetical schemes for energy coupling and transfer have been presented.
Y, Hatefi, W G, Hanstein
openaire   +2 more sources

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