The Voisey's Bay Ni-Cu-Co sulfide deposit is hosted in a 1.34 Ga mafic intrusion that is part of the Nain Plutonic Suite in Labrador, Canada.The Ni-Cu-Co sulfide mineralization is associated with magmatic breccias...The Voisey's Bay Ni-Cu-Co sulfide deposit is hosted in a 1.34 Ga mafic intrusion that is part of the Nain Plutonic Suite in Labrador, Canada.The Ni-Cu-Co sulfide mineralization is associated with magmatic breccias that are typically contained in weakly mineralized olivine gabbros, troctolites and ferrogabbros, but also occur as veins in adjacent paragneiss.The mineralization is associated with a dyke-like body which is termed the feeder dyke.This dyke connects the shallow differentiated Eastern Deeps chamber in the east to a deeper intrusion in the west termed the Western Deeps Intrusion.Where the conduit is connected to the Eastern Deeps Intrusion, the Eastern Deeps Deposit is developed at the entry line of the dyke along the steep north wall of the Eastern Deeps Intrusion.The Eastern Deeps Deposit is surrounded by a halo of moderately to weakly mineralized Variable-Textured Troctolite (VTT) that reaches a maximum thickness above the ENE-WSW axis of the Eastern Deeps Deposit. At depth to the west, the conduit is adjacent to the south side of the Western Deeps Intrusion, where the dyke and intrusion contain disseminated magmatic sulfide mineralization.The Reid Brook Zone plunges to the east within the dyke, and both the dyke and adjacent paragneiss are mineralized.The Ovoid Deposit comprises a bowl-shaped body of massive sulfide where the dyke widens near to the present-day surface.It is not clear whether this deposit was developed as a widened-zone within the conduit or at the entry point into a chamber that is now lost to erosion. The massive sulfides and breccia sulfides of the Eastern Deeps are petrologically and chemically different when compared to the disseminated sulfides in the VTT; there is a marked break in Ni tenor (Ni content in 100% sulfide, abbreviated to [Ni]100) and Ni/Co of sulfide between the two.The boundary of the sulfide types is often marked by strong sub-horizontal alignment of heavily digested and metamorphosed paragneiss fragments, development of barren olivine gabbro, and by a change from typically massive sulfides and breccias sulfides into more typical variable-textured troctolites with heavy to weak disseminated sulfide.Sulfides hosted in the feeder dyke tend to have low metal tenors ([Ni]100=2.5%-3.5%); sulfides in Eastern Deeps massive and breccia ores have intermediate Ni tenors ([Ni]100=3.5%-4%) and disseminated sulfides in overlying rocks have high Ni tenors ([Ni] 100=4%-8%) . Conduit-hosted mineralization and mineral zones in the paragneiss adjacent to the Reid Brook Deposit tend to have lower Ni tenor than the Ovoid and Eastern Deeps Deposits.The tenor of mineral hosted in the country rock gneisses tends to be the same as that developed in the conduit ; the injection of the sulfide into the country rocks likely occurred before formation of monosulfide solid solution.The Ovoid Deposit is characterized by coarse-grained loop-textured ores consisting of 10cm-2msized pyrrhotite crystals separated by chalcopyrite and pentlandite.A small lens of massive cubanite surrounded by more magnetite-rich sulfide assemblages represents what appears to be the product of in-situ sulfide fractionation. Detailed exploration in the area between the Reid Brook Zone and the Eastern Deeps has shown that these intrusions and ore deposits are connected by a branched dyke and chamber system in a major westeast fault zone.The Eastern Deeps chamber may be controlled by graben-like fault structures , and the marginal structures appear to have controlled dykes which connect the chambers at different levels in the crust.The geological relationships in the intrusion are consistent with emplacement of the silicate and sulfide laden magma from a deeper sub-chamber (possibly a deep eastward extension of the Western Deeps Intrusion where S-saturation was initially achieved) .The silicate and sulfide magmas were likely emplaced through this conduit into the Eastern Deeps intrusion as a number of different fragment laden pulses of sulfide-silicate melt that evolved with different R factors and in response to some variation in the degree of evolution of the parental magma.S isotope and S/Se data coupled with geological evidence point to a crustal source for the sulfur , and the site of equilibration of mafic magma and crustal S is placed at depth in a sulfidic Tasiuyak Gneiss. The structural control on emplacement of small intrusions with transported sulfide is a feature found in different nickel sulfide deposits around the world.Champagne glass-shaped openings in sub-vertical chonoliths are a common morphology for this deposit type (e.g.the Jinchuan , Huangshan , Huangshandong , Jingbulake , Limahe , Hong Qi Ling deposits in China , the Eagle deposits in the United States , and the Double Eagle deposit in Canada) .Some of the structures of the Midcontinent Rift of North America also host Ni-Cu-(PGE) deposits of this type (e.g.the Current Lake Complex in the Quetico Fault Zone in Ontario , Canada and the Tamarac mineralisation in the Great Lakes Structural Zone of the United States) .Other major nickel deposits associated with flat structures adjacent to major mantle-penetrating structures include the Noril'sk , Noril'sk II , Kharaelakh , NW Talnakh , and NE Talnakh Intrusions of the Noril'sk Region of Russia , the Kalatongke deposit in NW China , and Babel-Nebo in Western Australia.These deposits are all formed in mantle-penetrating structural conduits that link into the roots of large igneous provinces near the edges of old cratons.展开更多
To address the increasing demand for massive data storage and processing,brain-inspired neuromorphic comput-ing systems based on artificial synaptic devices have been actively developed in recent years.Among the vario...To address the increasing demand for massive data storage and processing,brain-inspired neuromorphic comput-ing systems based on artificial synaptic devices have been actively developed in recent years.Among the various materials inves-tigated for the fabrication of synaptic devices,silicon carbide(SiC)has emerged as a preferred choices due to its high electron mobility,superior thermal conductivity,and excellent thermal stability,which exhibits promising potential for neuromorphic applications in harsh environments.In this review,the recent progress in SiC-based synaptic devices is summarized.Firstly,an in-depth discussion is conducted regarding the categories,working mechanisms,and structural designs of these devices.Subse-quently,several application scenarios for SiC-based synaptic devices are presented.Finally,a few perspectives and directions for their future development are outlined.展开更多
In the pharmaceutical industry,model-based prediction is a crucial stage in process development that allows pharmaceutical companies to simulate different scenarios toward improving process efficiency,reducing costs,a...In the pharmaceutical industry,model-based prediction is a crucial stage in process development that allows pharmaceutical companies to simulate different scenarios toward improving process efficiency,reducing costs,and enhancing product quality.Nevertheless,ensuring the quality of formulated pharmaceutical products through the management of raw material variations has always been a challenging task.In this work,data-driven chance-constrained recurrent neural networks(CCRNNs)are developed to address the issue arising from raw material uncertainty.Our goal is to explore how,by proactively incorporating uncertainty into the model training process,more accurate predictions and enhanced robustness can be realized.The proposed approach is tested on a fluid bed dryer(FBD)from a continuous pharmaceutical manufacturing pilot plant.The results demonstrate that CCRNN models offer more robust and accurate predictions for the critical quality attribute(CQA)-in this case,moisture content-when material variations occur,compared with conventional recurrent neural network-based models.展开更多
Proton exchange membrane fuel cell(PEMFC)is a promising clean energy source,but its performance and stability are vulnerable to the negative effects of humidity conditions.The gas diffusion substrate(GDS)plays a pivot...Proton exchange membrane fuel cell(PEMFC)is a promising clean energy source,but its performance and stability are vulnerable to the negative effects of humidity conditions.The gas diffusion substrate(GDS)plays a pivotal role in regulating the moisture and gas transport.The single pore structure of traditionally designed GDS often leads to the pathway competition between moisture and gas,which effects the efficiency of fuel cells.In this study,we report on a hierarchical fibrous paper with tunable hierarchical pores for a sustainable GDS.This design offers gas permeability under wet conditions,by separating the gas pathway from the moisture pathway,thus mitigating their pathway competition.In addition,this paper forms a multi-scale scaffold that absorbs moisture under high humidity conditions and releases it under dry conditions.It is allowed to maintain an optimal internal humidity and further enhances the humidity adaptability.Furthermore,the carbon footprint is only 15.97%,significantly lower than commercial alternatives.This feature makes it a sustainable solution to stabilize PEMFCs under diverse humidity conditions.展开更多
The review investigates the use of biomass-derived carbon as precursors for nanomaterials,acknowledging their sustainability and eco-friendliness.It examines various types of biomasses,such as agricultural residues an...The review investigates the use of biomass-derived carbon as precursors for nanomaterials,acknowledging their sustainability and eco-friendliness.It examines various types of biomasses,such as agricultural residues and food byproducts,focussing on their transformation via environmentally friendly methods such as pyrolysis and hydrothermal carbonisation.Innovations in creating porous carbon nanostructures and heteroatom surface functionalisation are identified,enhancing catalytic performance.The study also explores the integration of biomassderived carbon with nanomaterials for energy storage,catalysis,and other applications,noting the economic and environmental benefits.Despite these advantages,challenges persist in optimising synthesis methods and scaling production.The study also highlights existing research gaps,forms a basis for future studies,and underscores the role of biomass-derived nanomaterials in promoting a circular economy and sustainability.展开更多
Despite significant progress has been achieved regarding the shuttle-effect of lithium polysulfides,the suppressed specific capacity and retarded redox kinetics under high sulfur loading still threat the actual energy...Despite significant progress has been achieved regarding the shuttle-effect of lithium polysulfides,the suppressed specific capacity and retarded redox kinetics under high sulfur loading still threat the actual energy density and power density of lithium-sulfur batteries.In this study,a graham condenser-inspired carbon@WS_(2)host with coil-in-tube structure was designed and synthesized using anodic aluminum oxide(AAO)membrane with vertically aligned nanopores as template.The vertical array of carbon nanotubes with internal carbon coils not only leads to efficient charge transfer across through the thickness of the cathode,but also provides significant confinement to polysulfide diffusion towards both the lateral and longitudinal directions.Few-layer WS_(2)in the carbon coils perform a synergistic role in suppressing the shuttle-effect as well as boosting the cathodic kinetics.As a result,high specific capacity(1180 m Ah/g at 0.1 C)and long-cycling stability at 0.5 C for 500 cycles has been achieved at 3 mgS/cm^(2).Impressive areal capacity of 7.4 m Ah/cm^(2)has been demonstrated when the sulfur loading reaches 8.4 mg/cm^(2).The unique coil-in-tube structure developed in this work provides a new solution for high sulfur loading cathode towards practical lithium-sulfur batteries.展开更多
Dear Editor,Post-traumatic stress disorder(PTSD)is a major issue for military personnel,with prevalence rates between 1%and 35%in veterans^([1]),significantly higher than in the general population^([2]).Psychological ...Dear Editor,Post-traumatic stress disorder(PTSD)is a major issue for military personnel,with prevalence rates between 1%and 35%in veterans^([1]),significantly higher than in the general population^([2]).Psychological resources,particularly hope,can protect against PTSD and promote post-traumatic growth^([3]).Hope,conceptualized as both a trait and a state,contributes to well-being and resilience and is negatively associated with PTSD symptoms,representing a psychological factor while mitigating the impact of trauma by fostering resilience and adaptive coping mechanisms.展开更多
The capacity to predict X-ray transition and K-edge energies in dense finite-temperatur plasmas with high precision is of primary importance for atomic physics of matter under extreme conditions.The dual characteristi...The capacity to predict X-ray transition and K-edge energies in dense finite-temperatur plasmas with high precision is of primary importance for atomic physics of matter under extreme conditions.The dual characteristics of bound and continuum states in dense matter are modeled by a valence-band-like structure in a generalized ion-sphere approach with states that are either bound,free,or mixed.The self-consistent combination of this model with the Dirac wave equations of multielectron bound states allows one to fully respect the Pauli principle and to take into account the exact nonlocal exchange terms.The generalized method allows very high precision without implication of calibration shifts and scaling parameters and therefore has predictive power.This leads to new insights in the analysis of various data.The simple ionization model representing the K-edge is generalized to excitation–ionization phenomena resulting in an advanced interpretation of ionization depression data in near-solid-density plasmas.The model predicts scaling relations along the isoelectronic sequences and the existence of bound M-states that are in excellent agreement with experimental data,whereas other methods have failed.The application to unexplained data from compound materials also gives good agreement without the need to invoke any additional assumptions in the generalized model,whereas other methods have lacked consistency.展开更多
Scalable fabrication of efficient wide-bandgap(WBG)perovskite solar cells(PSCs)is crucial to realize the full commercial potential of tandem solar cells.However,there are challenges in fabricating efficient methylammo...Scalable fabrication of efficient wide-bandgap(WBG)perovskite solar cells(PSCs)is crucial to realize the full commercial potential of tandem solar cells.However,there are challenges in fabricating efficient methylammonium-free(MA-free)WBG PSCs by blade coating,especially its phase separation and films stability.In this work,an MA-free WBG perovskite ink is developed for preparing FA_(0.8)Cs_(0.2)Pb(I_(0.75)Br_(0.25))_(3)films by blade coating in ambient air.Among various A-site iodides,RbI is found to be the most effective in suppressing the precipitation of PbI_(2)induced by Pb(SCN)_(2)while keeping the enlarged grains.The distribution of Rb suggested that the Rb ions are kept isolated with the perovskite grains during the crystallization and Ostwald ripening processes,which contributes to the formation of the large-grain WBG perovskite film with minimum non-radiative recombination.As a result,a power conversion efficiency(PCE)of 23.0%was achieved on small-area WBG PSCs,while mini-modules with an aperture area of 10.5 cm^(2)exhibited a PCE of 20.2%,among the highest reported for solar cells prepared with WBG perovskites via blade coating.This work presents a scalable and reproducible fabrication strategy for stable MA-free WBG PSCs under ambient conditions,advancing their path toward commercialization.展开更多
Membrane desalination is an economical and energy-efficient method to meet the current worldwide water scarcity.However,state-of-the-art reverse osmosis membranes are gradually being replaced by novel membrane materia...Membrane desalination is an economical and energy-efficient method to meet the current worldwide water scarcity.However,state-of-the-art reverse osmosis membranes are gradually being replaced by novel membrane materials as a result of ongoing technological advancements.These novel materials possess intrinsic pore structures or can be assembled to form lamellar membrane channels for selective transport of water or solutes(e.g.,NaCl).Still,in real applications,the results fall below the theoretical predictions,and a few properties,including large-scale fabrication,mechanical strength,and chemical stability,also have an impact on the overall effectiveness of those materials.In view of this,we develop a new evaluation framework in the form of radar charts with five dimensions(i.e.,water permeance,water/NaCl selectivity,membrane cost,scale of development,and stability)to assess the advantages,disadvantages,and potential of state-of-the-art and newly developed desalination membranes.In this framework,the reported thin film nanocomposite membranes and membranes developed from novel materials were compared with the state-of-the-art thin film composite membranes.This review will demonstrate the current advancements in novel membrane materials and bridge the gap between different desalination membranes.In this review,we also point out the prospects and challenges of next-generation membranes for desalination applications.We believe that this comprehensive framework may be used as a future reference for designing next-generation desalination membranes and will encourage further research and development in the field of membrane technology,leading to new insights and advancements.展开更多
The 2D/3D heterojunction perovskites have garnered increasing attention due to their exceptional moisture and thermal stability.However,few works have paid attention to the influence of the subsequent change process o...The 2D/3D heterojunction perovskites have garnered increasing attention due to their exceptional moisture and thermal stability.However,few works have paid attention to the influence of the subsequent change process of 2D/3D heterojunction PSC on the stability of PSCs.Moreover,the evolution of the interface and carrier dynamic behavior of the 2D/3D perovskite films with long-term operation has not been systematically developed befo re.In this work,the effects of 2D/3 D heterojunction evolution on the interface of perovskite films and different carrier dynamics during 2D/3D evolution are systematically analyzed for the first time.The decomposition of 2D/3D heterojunction in the perovskite film will have a certain impact on the surface and carrier dynamics behavior of perovskite.During the evolution of 2D/3D heterojunction,PbI_(2)crystals will appear,which will improve the interfacial energy level matching between the electron transport layer and perovskite film.With a long evolution time,some holes will appear on the surface of perovskite film.The open circuit voltage(V_(OC))of PSCs increased from 1.14 to1.18 V and the PCE increased to 23.21%after 300 h storage in the nitrogen atmosphere,and maintained 89%initial performance for with 3000 h stability test in N_(2)box.This discovery has a significant role in promoting the development of inverted heterojunction PSCs and constructing the revolution mechanism of charge carrier dynamic.展开更多
Chinese bees of the subgenus Anthophora(Anthomegilla)Marikovskaya,1976 are reviewed.Eleven species are confirmed to occur in China,two of which are described and illustrated as new species:A.(Anthomegilla)nailungensis...Chinese bees of the subgenus Anthophora(Anthomegilla)Marikovskaya,1976 are reviewed.Eleven species are confirmed to occur in China,two of which are described and illustrated as new species:A.(Anthomegilla)nailungensis Niu,sp.nov.and A.(A.)gyiruensis Niu,sp.nov.The female of A.(A.)beijingensis(Wu,1986)and the male of A.(A.)flavonigra(Wu,1988)are described for the first time.Diagnoses,updated synonymies,materials examined,global distributional data and floral associations of each species are provided along with illustrations and a key to known species in China.展开更多
Solid electrolyte interphase(SEI)plays a critical role in stabilizing zinc batteries,yet insufficient attention has been given to its in-situ growth kinetics and the post-stripping morphology of zinc anodes,both affec...Solid electrolyte interphase(SEI)plays a critical role in stabilizing zinc batteries,yet insufficient attention has been given to its in-situ growth kinetics and the post-stripping morphology of zinc anodes,both affecting the SEI-forming quality.Herein,we showcase a synergistic effect between uniform Zn stripping and rapid SEI formation through introducing tetramethylurea(TMU)into Zn(BF_(4))_(2)-based electrolytes.TMU participates in the Zn^(2+)solvation structure and reshapes the electrolyte hydrogen-bond network,enabling a water-poor electric double layer that mitigates the corrosion-induced stripping inhomogeneity.Subsequently,a multi-component and inorganic-rich SEI with high uniformity is rapidly deposited during the plating process.This SEI with abundant zincophilic sites activates instantaneous nucleation and hence guides dense and uniform Zn deposition.With enhanced Zn stripping/plating symmetry,the long-term effectiveness of SEI is guaranteed,contributing to the high reversibility over 3200 h at 1 mA cm^(-2)/2 mAh cm^(-2).Impressively,the Zn//NaV_(3)O_(8)full cell(4.43 mAh cm^(-2))can be steadily cycled at 0.1 A g^(-1)under an intermittent-rest protocol.The stable operation of an Ah-level pouch cell over 100 cycles further demonstrates the scalability of this strategy and highlights the significance of achieving high stripping/plating symmetry and a long-term effective SEI toward practical zinc batteries.展开更多
文摘The Voisey's Bay Ni-Cu-Co sulfide deposit is hosted in a 1.34 Ga mafic intrusion that is part of the Nain Plutonic Suite in Labrador, Canada.The Ni-Cu-Co sulfide mineralization is associated with magmatic breccias that are typically contained in weakly mineralized olivine gabbros, troctolites and ferrogabbros, but also occur as veins in adjacent paragneiss.The mineralization is associated with a dyke-like body which is termed the feeder dyke.This dyke connects the shallow differentiated Eastern Deeps chamber in the east to a deeper intrusion in the west termed the Western Deeps Intrusion.Where the conduit is connected to the Eastern Deeps Intrusion, the Eastern Deeps Deposit is developed at the entry line of the dyke along the steep north wall of the Eastern Deeps Intrusion.The Eastern Deeps Deposit is surrounded by a halo of moderately to weakly mineralized Variable-Textured Troctolite (VTT) that reaches a maximum thickness above the ENE-WSW axis of the Eastern Deeps Deposit. At depth to the west, the conduit is adjacent to the south side of the Western Deeps Intrusion, where the dyke and intrusion contain disseminated magmatic sulfide mineralization.The Reid Brook Zone plunges to the east within the dyke, and both the dyke and adjacent paragneiss are mineralized.The Ovoid Deposit comprises a bowl-shaped body of massive sulfide where the dyke widens near to the present-day surface.It is not clear whether this deposit was developed as a widened-zone within the conduit or at the entry point into a chamber that is now lost to erosion. The massive sulfides and breccia sulfides of the Eastern Deeps are petrologically and chemically different when compared to the disseminated sulfides in the VTT; there is a marked break in Ni tenor (Ni content in 100% sulfide, abbreviated to [Ni]100) and Ni/Co of sulfide between the two.The boundary of the sulfide types is often marked by strong sub-horizontal alignment of heavily digested and metamorphosed paragneiss fragments, development of barren olivine gabbro, and by a change from typically massive sulfides and breccias sulfides into more typical variable-textured troctolites with heavy to weak disseminated sulfide.Sulfides hosted in the feeder dyke tend to have low metal tenors ([Ni]100=2.5%-3.5%); sulfides in Eastern Deeps massive and breccia ores have intermediate Ni tenors ([Ni]100=3.5%-4%) and disseminated sulfides in overlying rocks have high Ni tenors ([Ni] 100=4%-8%) . Conduit-hosted mineralization and mineral zones in the paragneiss adjacent to the Reid Brook Deposit tend to have lower Ni tenor than the Ovoid and Eastern Deeps Deposits.The tenor of mineral hosted in the country rock gneisses tends to be the same as that developed in the conduit ; the injection of the sulfide into the country rocks likely occurred before formation of monosulfide solid solution.The Ovoid Deposit is characterized by coarse-grained loop-textured ores consisting of 10cm-2msized pyrrhotite crystals separated by chalcopyrite and pentlandite.A small lens of massive cubanite surrounded by more magnetite-rich sulfide assemblages represents what appears to be the product of in-situ sulfide fractionation. Detailed exploration in the area between the Reid Brook Zone and the Eastern Deeps has shown that these intrusions and ore deposits are connected by a branched dyke and chamber system in a major westeast fault zone.The Eastern Deeps chamber may be controlled by graben-like fault structures , and the marginal structures appear to have controlled dykes which connect the chambers at different levels in the crust.The geological relationships in the intrusion are consistent with emplacement of the silicate and sulfide laden magma from a deeper sub-chamber (possibly a deep eastward extension of the Western Deeps Intrusion where S-saturation was initially achieved) .The silicate and sulfide magmas were likely emplaced through this conduit into the Eastern Deeps intrusion as a number of different fragment laden pulses of sulfide-silicate melt that evolved with different R factors and in response to some variation in the degree of evolution of the parental magma.S isotope and S/Se data coupled with geological evidence point to a crustal source for the sulfur , and the site of equilibration of mafic magma and crustal S is placed at depth in a sulfidic Tasiuyak Gneiss. The structural control on emplacement of small intrusions with transported sulfide is a feature found in different nickel sulfide deposits around the world.Champagne glass-shaped openings in sub-vertical chonoliths are a common morphology for this deposit type (e.g.the Jinchuan , Huangshan , Huangshandong , Jingbulake , Limahe , Hong Qi Ling deposits in China , the Eagle deposits in the United States , and the Double Eagle deposit in Canada) .Some of the structures of the Midcontinent Rift of North America also host Ni-Cu-(PGE) deposits of this type (e.g.the Current Lake Complex in the Quetico Fault Zone in Ontario , Canada and the Tamarac mineralisation in the Great Lakes Structural Zone of the United States) .Other major nickel deposits associated with flat structures adjacent to major mantle-penetrating structures include the Noril'sk , Noril'sk II , Kharaelakh , NW Talnakh , and NE Talnakh Intrusions of the Noril'sk Region of Russia , the Kalatongke deposit in NW China , and Babel-Nebo in Western Australia.These deposits are all formed in mantle-penetrating structural conduits that link into the roots of large igneous provinces near the edges of old cratons.
基金supported by the Natural Science Foundation of Zhejiang Province(Grant No.LQ24F040007)the National Natural Science Foundation of China(Grant No.U22A2075)the Opening Project of State Key Laboratory of Polymer Materials Engineering(Sichuan University)(Grant No.sklpme2024-1-21).
文摘To address the increasing demand for massive data storage and processing,brain-inspired neuromorphic comput-ing systems based on artificial synaptic devices have been actively developed in recent years.Among the various materials inves-tigated for the fabrication of synaptic devices,silicon carbide(SiC)has emerged as a preferred choices due to its high electron mobility,superior thermal conductivity,and excellent thermal stability,which exhibits promising potential for neuromorphic applications in harsh environments.In this review,the recent progress in SiC-based synaptic devices is summarized.Firstly,an in-depth discussion is conducted regarding the categories,working mechanisms,and structural designs of these devices.Subse-quently,several application scenarios for SiC-based synaptic devices are presented.Finally,a few perspectives and directions for their future development are outlined.
基金Financial support from the Engineering and Physical Sciences Research Council grant EP/V034723/1(RiFTMaP)is gratefully acknowledged.
文摘In the pharmaceutical industry,model-based prediction is a crucial stage in process development that allows pharmaceutical companies to simulate different scenarios toward improving process efficiency,reducing costs,and enhancing product quality.Nevertheless,ensuring the quality of formulated pharmaceutical products through the management of raw material variations has always been a challenging task.In this work,data-driven chance-constrained recurrent neural networks(CCRNNs)are developed to address the issue arising from raw material uncertainty.Our goal is to explore how,by proactively incorporating uncertainty into the model training process,more accurate predictions and enhanced robustness can be realized.The proposed approach is tested on a fluid bed dryer(FBD)from a continuous pharmaceutical manufacturing pilot plant.The results demonstrate that CCRNN models offer more robust and accurate predictions for the critical quality attribute(CQA)-in this case,moisture content-when material variations occur,compared with conventional recurrent neural network-based models.
基金supported by the National Natural Science Foundation of China(Nos.U23A6005,22208112,and 32171721)the National Natural Science Foundation of China(No.22308109)+2 种基金Guangdong Basic and Applied Basic Research Foundation(No.2024A1515010678)the Fundamental Research Funds for the Central Universities(SCUT:2023ZYGXZR045)the State Key Laboratory of Pulp&Paper Engineering(Nos.2023ZD01,2023C02).
文摘Proton exchange membrane fuel cell(PEMFC)is a promising clean energy source,but its performance and stability are vulnerable to the negative effects of humidity conditions.The gas diffusion substrate(GDS)plays a pivotal role in regulating the moisture and gas transport.The single pore structure of traditionally designed GDS often leads to the pathway competition between moisture and gas,which effects the efficiency of fuel cells.In this study,we report on a hierarchical fibrous paper with tunable hierarchical pores for a sustainable GDS.This design offers gas permeability under wet conditions,by separating the gas pathway from the moisture pathway,thus mitigating their pathway competition.In addition,this paper forms a multi-scale scaffold that absorbs moisture under high humidity conditions and releases it under dry conditions.It is allowed to maintain an optimal internal humidity and further enhances the humidity adaptability.Furthermore,the carbon footprint is only 15.97%,significantly lower than commercial alternatives.This feature makes it a sustainable solution to stabilize PEMFCs under diverse humidity conditions.
基金financial assistance of the National Research Foundation(NRF),grant number(138079)Eskom,grant number(2002/015527/0)South Africa,towards this research is acknowledged.
文摘The review investigates the use of biomass-derived carbon as precursors for nanomaterials,acknowledging their sustainability and eco-friendliness.It examines various types of biomasses,such as agricultural residues and food byproducts,focussing on their transformation via environmentally friendly methods such as pyrolysis and hydrothermal carbonisation.Innovations in creating porous carbon nanostructures and heteroatom surface functionalisation are identified,enhancing catalytic performance.The study also explores the integration of biomassderived carbon with nanomaterials for energy storage,catalysis,and other applications,noting the economic and environmental benefits.Despite these advantages,challenges persist in optimising synthesis methods and scaling production.The study also highlights existing research gaps,forms a basis for future studies,and underscores the role of biomass-derived nanomaterials in promoting a circular economy and sustainability.
基金the National Natural Science Foundation of China(Nos.22075027,52003030)Starting Grant from Beijing Institute of Technology and financial support from the State Key Laboratory of Explosion Science and Safety Protection(Nos.YBKT2106,YBKT23-05)Beijing Institute of Technology Research Fund Program for Young Scholars。
文摘Despite significant progress has been achieved regarding the shuttle-effect of lithium polysulfides,the suppressed specific capacity and retarded redox kinetics under high sulfur loading still threat the actual energy density and power density of lithium-sulfur batteries.In this study,a graham condenser-inspired carbon@WS_(2)host with coil-in-tube structure was designed and synthesized using anodic aluminum oxide(AAO)membrane with vertically aligned nanopores as template.The vertical array of carbon nanotubes with internal carbon coils not only leads to efficient charge transfer across through the thickness of the cathode,but also provides significant confinement to polysulfide diffusion towards both the lateral and longitudinal directions.Few-layer WS_(2)in the carbon coils perform a synergistic role in suppressing the shuttle-effect as well as boosting the cathodic kinetics.As a result,high specific capacity(1180 m Ah/g at 0.1 C)and long-cycling stability at 0.5 C for 500 cycles has been achieved at 3 mgS/cm^(2).Impressive areal capacity of 7.4 m Ah/cm^(2)has been demonstrated when the sulfur loading reaches 8.4 mg/cm^(2).The unique coil-in-tube structure developed in this work provides a new solution for high sulfur loading cathode towards practical lithium-sulfur batteries.
基金supported by the Institut de Recherche Biomédicale des Armées(Brétigny-sur-Orge,France).
文摘Dear Editor,Post-traumatic stress disorder(PTSD)is a major issue for military personnel,with prevalence rates between 1%and 35%in veterans^([1]),significantly higher than in the general population^([2]).Psychological resources,particularly hope,can protect against PTSD and promote post-traumatic growth^([3]).Hope,conceptualized as both a trait and a state,contributes to well-being and resilience and is negatively associated with PTSD symptoms,representing a psychological factor while mitigating the impact of trauma by fostering resilience and adaptive coping mechanisms.
基金supported by the NSFC under Grant Nos.11374315 and 12074395the Invited Scientist Program of CNRS at Ecole Polytechnique,Palaiseau,France。
文摘The capacity to predict X-ray transition and K-edge energies in dense finite-temperatur plasmas with high precision is of primary importance for atomic physics of matter under extreme conditions.The dual characteristics of bound and continuum states in dense matter are modeled by a valence-band-like structure in a generalized ion-sphere approach with states that are either bound,free,or mixed.The self-consistent combination of this model with the Dirac wave equations of multielectron bound states allows one to fully respect the Pauli principle and to take into account the exact nonlocal exchange terms.The generalized method allows very high precision without implication of calibration shifts and scaling parameters and therefore has predictive power.This leads to new insights in the analysis of various data.The simple ionization model representing the K-edge is generalized to excitation–ionization phenomena resulting in an advanced interpretation of ionization depression data in near-solid-density plasmas.The model predicts scaling relations along the isoelectronic sequences and the existence of bound M-states that are in excellent agreement with experimental data,whereas other methods have failed.The application to unexplained data from compound materials also gives good agreement without the need to invoke any additional assumptions in the generalized model,whereas other methods have lacked consistency.
基金supported by the National Natural Science Foundation of China(No.62204211)the Australian Research Council(ARC)Discovery Early Career Researcher Award Fellowship(DE230100163)+1 种基金support of the Henry Royce Institute for Advanced Materials through the Industrial Collaboration Programme and MATcelerateZero(EPSRC Grant EP/X527257/1)support for the NEXTCCUS project(Project ID:327327)from the Department for Energy Security and Net Zero,the ACT program,and Horizon 2020(Project No.691712).
文摘Scalable fabrication of efficient wide-bandgap(WBG)perovskite solar cells(PSCs)is crucial to realize the full commercial potential of tandem solar cells.However,there are challenges in fabricating efficient methylammonium-free(MA-free)WBG PSCs by blade coating,especially its phase separation and films stability.In this work,an MA-free WBG perovskite ink is developed for preparing FA_(0.8)Cs_(0.2)Pb(I_(0.75)Br_(0.25))_(3)films by blade coating in ambient air.Among various A-site iodides,RbI is found to be the most effective in suppressing the precipitation of PbI_(2)induced by Pb(SCN)_(2)while keeping the enlarged grains.The distribution of Rb suggested that the Rb ions are kept isolated with the perovskite grains during the crystallization and Ostwald ripening processes,which contributes to the formation of the large-grain WBG perovskite film with minimum non-radiative recombination.As a result,a power conversion efficiency(PCE)of 23.0%was achieved on small-area WBG PSCs,while mini-modules with an aperture area of 10.5 cm^(2)exhibited a PCE of 20.2%,among the highest reported for solar cells prepared with WBG perovskites via blade coating.This work presents a scalable and reproducible fabrication strategy for stable MA-free WBG PSCs under ambient conditions,advancing their path toward commercialization.
基金supported by a grant from the Research Grants Council of the Hong Kong Special Administration Region,China(SRFS2021-7S04)Partial support was also received from the Seed Funding for Strategic Interdisciplinary Research Scheme(102010174)+1 种基金Seed Fund for Basic Research(202111159075)of The University of Hong KongIn addition,part of this work was supported by the European Union’s Horizon 2020 research and innovation programme under grant agreement INTELWAT(No 958454).
文摘Membrane desalination is an economical and energy-efficient method to meet the current worldwide water scarcity.However,state-of-the-art reverse osmosis membranes are gradually being replaced by novel membrane materials as a result of ongoing technological advancements.These novel materials possess intrinsic pore structures or can be assembled to form lamellar membrane channels for selective transport of water or solutes(e.g.,NaCl).Still,in real applications,the results fall below the theoretical predictions,and a few properties,including large-scale fabrication,mechanical strength,and chemical stability,also have an impact on the overall effectiveness of those materials.In view of this,we develop a new evaluation framework in the form of radar charts with five dimensions(i.e.,water permeance,water/NaCl selectivity,membrane cost,scale of development,and stability)to assess the advantages,disadvantages,and potential of state-of-the-art and newly developed desalination membranes.In this framework,the reported thin film nanocomposite membranes and membranes developed from novel materials were compared with the state-of-the-art thin film composite membranes.This review will demonstrate the current advancements in novel membrane materials and bridge the gap between different desalination membranes.In this review,we also point out the prospects and challenges of next-generation membranes for desalination applications.We believe that this comprehensive framework may be used as a future reference for designing next-generation desalination membranes and will encourage further research and development in the field of membrane technology,leading to new insights and advancements.
基金financial support provided by the Sichuan Science and Technology Program(No.2022NSFSC0226)Sichuan Science and Technology Program(No.2023ZYD0163)+6 种基金the Production-Education Integration Demonstration Project of Sichuan Provincethe Photovoltaic Industry Production-Education Integration Comprehensive Demonstration Base of Sichuan Province(Sichuan Financial Education[2022]No.106)China Tianfu Yongxing Laboratory Science and Technology Key Project(2023KJGG15)National Key Research and Development Program of China(2022YFB3803300)Beijing Natural Science Foundation(IS23037)the Department for Energy Security and Net Zero(project ID:NEXTCCUS)the ACT program(Accelerating CCS Technologies,Horizon2020 project NO.691712)。
文摘The 2D/3D heterojunction perovskites have garnered increasing attention due to their exceptional moisture and thermal stability.However,few works have paid attention to the influence of the subsequent change process of 2D/3D heterojunction PSC on the stability of PSCs.Moreover,the evolution of the interface and carrier dynamic behavior of the 2D/3D perovskite films with long-term operation has not been systematically developed befo re.In this work,the effects of 2D/3 D heterojunction evolution on the interface of perovskite films and different carrier dynamics during 2D/3D evolution are systematically analyzed for the first time.The decomposition of 2D/3D heterojunction in the perovskite film will have a certain impact on the surface and carrier dynamics behavior of perovskite.During the evolution of 2D/3D heterojunction,PbI_(2)crystals will appear,which will improve the interfacial energy level matching between the electron transport layer and perovskite film.With a long evolution time,some holes will appear on the surface of perovskite film.The open circuit voltage(V_(OC))of PSCs increased from 1.14 to1.18 V and the PCE increased to 23.21%after 300 h storage in the nitrogen atmosphere,and maintained 89%initial performance for with 3000 h stability test in N_(2)box.This discovery has a significant role in promoting the development of inverted heterojunction PSCs and constructing the revolution mechanism of charge carrier dynamic.
基金supported by the National Natural Science Foundation of China(32270465)supported by the National Science Fund for Excellent Young Scholars(32122016)+2 种基金the second Xizangan Plateau scientific expedition research(STEP)program(2019QZKK05010605)to Zeqing Niuthe Survey of Wildlife Resources in Key Areas of Xizang(ZL202203601)mainly supported by grants from State Key Laboratory of Animal Biodiversity Conservation and Integrated Pest Management(SKLA2501)。
文摘Chinese bees of the subgenus Anthophora(Anthomegilla)Marikovskaya,1976 are reviewed.Eleven species are confirmed to occur in China,two of which are described and illustrated as new species:A.(Anthomegilla)nailungensis Niu,sp.nov.and A.(A.)gyiruensis Niu,sp.nov.The female of A.(A.)beijingensis(Wu,1986)and the male of A.(A.)flavonigra(Wu,1988)are described for the first time.Diagnoses,updated synonymies,materials examined,global distributional data and floral associations of each species are provided along with illustrations and a key to known species in China.
基金supported by the National Natural Science Foundation of China(52372252)the Science and Technology Innovation Program of Hunan Province(2024RC1022)+1 种基金the Hunan Provincial Natural Science Foundation of China(2025JJ60356)the Changsha Municipal Natural Science Foundation(kq2502024).
文摘Solid electrolyte interphase(SEI)plays a critical role in stabilizing zinc batteries,yet insufficient attention has been given to its in-situ growth kinetics and the post-stripping morphology of zinc anodes,both affecting the SEI-forming quality.Herein,we showcase a synergistic effect between uniform Zn stripping and rapid SEI formation through introducing tetramethylurea(TMU)into Zn(BF_(4))_(2)-based electrolytes.TMU participates in the Zn^(2+)solvation structure and reshapes the electrolyte hydrogen-bond network,enabling a water-poor electric double layer that mitigates the corrosion-induced stripping inhomogeneity.Subsequently,a multi-component and inorganic-rich SEI with high uniformity is rapidly deposited during the plating process.This SEI with abundant zincophilic sites activates instantaneous nucleation and hence guides dense and uniform Zn deposition.With enhanced Zn stripping/plating symmetry,the long-term effectiveness of SEI is guaranteed,contributing to the high reversibility over 3200 h at 1 mA cm^(-2)/2 mAh cm^(-2).Impressively,the Zn//NaV_(3)O_(8)full cell(4.43 mAh cm^(-2))can be steadily cycled at 0.1 A g^(-1)under an intermittent-rest protocol.The stable operation of an Ah-level pouch cell over 100 cycles further demonstrates the scalability of this strategy and highlights the significance of achieving high stripping/plating symmetry and a long-term effective SEI toward practical zinc batteries.
