Siyu Hu
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View article: Origin of Abundant Visible Gold in Orogenic Pyrite: New Micro- to Atomic-Scale Insights from the World-Class Jinshan Gold Deposit, China
Origin of Abundant Visible Gold in Orogenic Pyrite: New Micro- to Atomic-Scale Insights from the World-Class Jinshan Gold Deposit, China Open
Orogenic gold deposits commonly host high-grade gold lodes that are rich in visible gold associated with pyrite. The origin of abundant visible gold in pyrite, however, remains unclear. This study uses a novel combination of laser ablation…
View article: Integrating machine learning interatomic potentials with batched optimization for crystal structure prediction
Integrating machine learning interatomic potentials with batched optimization for crystal structure prediction Open
Molecular crystal structure prediction (CSP) faces a persistent computational bottleneck: it requires exhaustive sampling of vast packing landscapes while resolving energy differences of only a few kJ·mol-1. We introduce BOMLIP-CSP, an ope…
View article: Efficient fine‑tuning of foundation atomistic models for reversible polymorphic phase transitions in organic molecular crystals
Efficient fine‑tuning of foundation atomistic models for reversible polymorphic phase transitions in organic molecular crystals Open
Foundation atomistic models—pretrained, general-purpose machine learning interatomic potentials—offer a promising path toward universal, data-efficient atomistic simulation across chemistry and materials science. However, their ability to …
View article: Refined phosphatidylcholine from soybean lecithin: Purification, molecular species identification, and antioxidant activity evaluation
Refined phosphatidylcholine from soybean lecithin: Purification, molecular species identification, and antioxidant activity evaluation Open
View article: Natural Bletilla striata Polysaccharide-Based Hydrogels for Accelerating Hemostasis
Natural Bletilla striata Polysaccharide-Based Hydrogels for Accelerating Hemostasis Open
Most of the existing hydrogel dressings have inadequacies in mechanical performance, biological activities, compatibility, or versatility, which results in the development of rapid, green, and cost-effective approaches for hydrogels in bio…
View article: Model simulation of thermal environment and energy effects of rooftop distributed photovoltaics
Model simulation of thermal environment and energy effects of rooftop distributed photovoltaics Open
Rooftop distributed photovoltaic (DPV) systems show promise for alleviating the energy crisis resulting from summer urban cooling demands and mitigating secondary hazards associated with urban heat islands. In this study, a parametric sche…
View article: Short-term photovoltaic power forecasting based on a new hybrid deep learning model incorporating transfer learning strategy
Short-term photovoltaic power forecasting based on a new hybrid deep learning model incorporating transfer learning strategy Open
The accurate prediction of photovoltaic (PV) power generation is an important basis for hybrid grid scheduling. With the expansion of the scale of PV power plants and the popularization of distributed PV, this study proposes a multilayer P…
View article: Nanoparticle attachment promotes nugget effect of Au-rich metallic melts in hydrothermal ore deposits
Nanoparticle attachment promotes nugget effect of Au-rich metallic melts in hydrothermal ore deposits Open
View article: Hydrothermal mineral replacement in the apatite-rhabdophane-monazite system: Experiments, reaction mechanisms and geological implications
Hydrothermal mineral replacement in the apatite-rhabdophane-monazite system: Experiments, reaction mechanisms and geological implications Open
Apatite, rhabdophane and monazite are actinide- and rare-earth element (REE)-bearing phosphate minerals with diverse geoscientific applications. However, their mineral-fluid reaction mechanisms below 200 °C are understudied. Insufficient u…
View article: Extent and survival of zoned pyroxene within intrusions hosting magmatic sulfides: Implications for zoned pyroxene as a prospectivity indicator
Extent and survival of zoned pyroxene within intrusions hosting magmatic sulfides: Implications for zoned pyroxene as a prospectivity indicator Open
Chromium-zoning patterns in pyroxene from the economically significant Ni-Cu sulfide deposits at Nova-Bollinger (Western Australia) and Kevitsa (Northern Finland) were investigated using XRF mapping, automated mineralogy, and EPMA analyses…
View article: Research on the Influencing Factors of Student Satisfaction in Labor Education in Hebei Province —Variable Selection and GLM Regression Analysis based on the Lasso Model
Research on the Influencing Factors of Student Satisfaction in Labor Education in Hebei Province —Variable Selection and GLM Regression Analysis based on the Lasso Model Open
Objective: With the improvement of national attention to labor education, and a more comprehensive understanding of the impact of various factors on student satisfaction, this paper investigates the universities currently implementing labo…
View article: Facile synthesis of zeolite catalyst from lithium slag efficiently activates peroxymonosulfate for tetracycline degradation: •O2- and the electron transfer
Facile synthesis of zeolite catalyst from lithium slag efficiently activates peroxymonosulfate for tetracycline degradation: •O2- and the electron transfer Open
Iron is the most suitable candidate for activating peroxymonosulfate (PMS) for organic degradation. To realize the effective separation and recycling of iron catalysts, it is urgent to explore a low-cost and excellent supporter. In this st…
View article: High-Grade REE accumulation in regolith: Insights from supergene alteration of an apatite-rich vein at the Kapunda Cu mine, South Australia
High-Grade REE accumulation in regolith: Insights from supergene alteration of an apatite-rich vein at the Kapunda Cu mine, South Australia Open
The stratiform and vein-hosted Kapunda Cu deposit in South Australia contains a saprolitized hydrothermal vein with 12.37 wt.% total rare earth oxide (TREO). The vein was analyzed by X-ray diffraction, scanning electron microscopy, synchro…
View article: Recent Advances of Self-Healing Materials for Civil Engineering: Models and Simulations
Recent Advances of Self-Healing Materials for Civil Engineering: Models and Simulations Open
Empowering materials with self-healing capabilities is an attractive approach for sustainable development. This strategy involves using different methods to automatically heal microcracks and damages that occur during the service life of m…
View article: Preparation and properties of rapeseed straw based porous carbon materials
Preparation and properties of rapeseed straw based porous carbon materials Open
View article: Characteristics of Soil Microbial Communities of Dominant Plants in Arid Quarry Areas Based on Soil Spray Seeding
Characteristics of Soil Microbial Communities of Dominant Plants in Arid Quarry Areas Based on Soil Spray Seeding Open
View article: Facile Synthesis of Zeolite Catalyst from Lithium Slag Efficiently Activates Peroxymonosulfate for Tetracycline Degradation: • O2- and the Electron Transfer
Facile Synthesis of Zeolite Catalyst from Lithium Slag Efficiently Activates Peroxymonosulfate for Tetracycline Degradation: • O2- and the Electron Transfer Open
View article: RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy
RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy Open
It is imperative to accelerate the training of neural network force field such as Deep Potential, which usually requires thousands of images based on first-principles calculation and a couple of days to generate an accurate potential energ…
View article: The Method of Photovoltaic Power Forecast based on Seasonal Classification and Limit Learning Machine
The Method of Photovoltaic Power Forecast based on Seasonal Classification and Limit Learning Machine Open
The seasonal distribution characteristics of photovoltaic power plant output fluctuation are analyzed, and a short-term power forecasting method based on seasonal classification is proposed. Firstly, the seasonal distribution characteristi…
View article: The geochemistry of zinc and copper stable isotopes in marine hydrothermal brine pools: Perspectives from metalliferous sediments of the Atlantis II Deep, Red Sea
The geochemistry of zinc and copper stable isotopes in marine hydrothermal brine pools: Perspectives from metalliferous sediments of the Atlantis II Deep, Red Sea Open
Highlights
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\n• Zinc and copper isotope characterization of metalliferous sediments formed by brine pool deposition in the Atlantis II Deep.
\n• Enrichments of light zinc and copper isotopes in sediments when compared to the hydrothermal…
View article: Exceptional preservation of organic matter and iron-organic colloidal mineralization in hydrothermal black smoker-type sulfide mineralization from the Paleoarchean seafloor
Exceptional preservation of organic matter and iron-organic colloidal mineralization in hydrothermal black smoker-type sulfide mineralization from the Paleoarchean seafloor Open
Fossil organic matter (OM) in Paleoarchean rocks is an invaluable tracer of ancient life, yet it is often contentious due to low preservation potentials of its original organic molecular characteristics under generally high metamorphic gra…
View article: RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy
RLEKF: An Optimizer for Deep Potential with Ab Initio Accuracy Open
It is imperative to accelerate the training of neural network force field such as Deep Potential, which usually requires thousands of images based on first-principles calculation and a couple of days to generate an accurate potential energ…
View article: Role of carbonaceous material in gold precipitation for orogenic gold deposits: A case study of the Bangbu gold deposit in southern Tibet, China
Role of carbonaceous material in gold precipitation for orogenic gold deposits: A case study of the Bangbu gold deposit in southern Tibet, China Open
Carbonaceous material (CM) is widely distributed at the Bangbu orogenic gold deposit in vein-hosted and disseminated ores, as well as wall rocks. Despite being closely ore-related, the CM nature and genesis, as well as its possible role in…
View article: Formation Optimization, Characterization and Antioxidant Activity of Auricularia auricula-judae Polysaccharide Nanoparticles Obtained via Antisolvent Precipitation
Formation Optimization, Characterization and Antioxidant Activity of Auricularia auricula-judae Polysaccharide Nanoparticles Obtained via Antisolvent Precipitation Open
Auricularia auricula-judae polysaccharide (AAP)-based nanoparticles (NPs) prepared via an anti-solvent precipitation approach were studied. Response surface methodology (RSM) design was carried out on the basis of single factor experiments…
View article: Deep sourced magma and ore-metal mobility in the D. João de Castro submarine volcano (Azores): a mineral chemistry and melt inclusion study
Deep sourced magma and ore-metal mobility in the D. João de Castro submarine volcano (Azores): a mineral chemistry and melt inclusion study Open
View article: Variability of sulfur isotopes and trace metals in pyrites from the upper oceanic crust of the South China Sea basin, implications for sulfur and trace metal cycling in subsurface
Variability of sulfur isotopes and trace metals in pyrites from the upper oceanic crust of the South China Sea basin, implications for sulfur and trace metal cycling in subsurface Open
The circulation of seawater within the oceanic crust promotes cycling of metals and sulfur, as well as development of the subsurface biosphere. Characterization of the full spectrum of sulfide geochemistry in the altered oceanic crust is c…
View article: Introduction to a special issue on organic- and microbe-metal interactions in mineral systems
Introduction to a special issue on organic- and microbe-metal interactions in mineral systems Open
Graphical abstract caption Schematic diagrams summarizing key observations from papers of this special issue, which can be grouped into three main themes. Theme one : microbes in mineral exploration (1: the fungi and associated metals ( Bo…
View article: Taphonomy of microorganisms and microbial microtextures at sulfidic hydrothermal vents: A case study from the Roman Ruins black smokers, Eastern Manus Basin
Taphonomy of microorganisms and microbial microtextures at sulfidic hydrothermal vents: A case study from the Roman Ruins black smokers, Eastern Manus Basin Open
Biological activity at deep‐sea hydrothermal chimneys is driven by chemotrophic microorganisms that metabolize chemicals from the venting high‐temperature fluids. Understanding taphonomy and microbial microtextures in such environments is …
View article: Recognition of a widespread Paleoproterozoic hydrothermal system in the southern McArthur Basin, northern Australia, by in-situ analysis of fine-grained pyrite and spatially-associated solid bitumen in the Lamont Pass palaeohigh
Recognition of a widespread Paleoproterozoic hydrothermal system in the southern McArthur Basin, northern Australia, by in-situ analysis of fine-grained pyrite and spatially-associated solid bitumen in the Lamont Pass palaeohigh Open
The Paleoproterozoic hydrothermal system in the southern McArthur Basin, northern Australia, played a key role in the formation of the world-class clastic-dominant (CD)-type McArthur River Zn-Pb deposit, as well as several small-sized depo…
View article: Global Research Trends in Pediatric COVID-19: A Bibliometric Analysis
Global Research Trends in Pediatric COVID-19: A Bibliometric Analysis Open
Background Coronavirus disease 2019 (COVID-19) emerged in 2019 and has since caused a global pandemic. Since its emergence, COVID-19 has hugely impacted healthcare, including pediatrics. This study aimed to explore the current status and h…