Siyao Liu

ORCID: 0000-0003-3399-1640
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About
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Research Areas
  • Biofuel production and bioconversion
  • Smart Agriculture and AI
  • Photoreceptor and optogenetics research
  • GABA and Rice Research
  • Plant Pathogens and Fungal Diseases
  • Food composition and properties
  • Advanced Memory and Neural Computing
  • Neurobiology and Insect Physiology Research
  • Photochromic and Fluorescence Chemistry
  • Advanced Measurement and Detection Methods
  • High-Voltage Power Transmission Systems
  • Plant Reproductive Biology
  • HVDC Systems and Fault Protection
  • Ferroptosis and cancer prognosis
  • Plant Disease Management Techniques
  • Plant Virus Research Studies
  • Plant Surface Properties and Treatments
  • Remote Sensing and Land Use
  • Bioenergy crop production and management
  • Neural Networks and Reservoir Computing
  • Power Systems and Technologies
  • Advanced Chemical Sensor Technologies
  • Chromium effects and bioremediation
  • Image and Video Quality Assessment
  • Identification and Quantification in Food

Kingmed Diagnostics
2023-2025

Institutes of Science and Development
2024

Chinese Academy of Sciences
2024

Jiangsu University
2021-2024

Nanjing Agricultural University
2024

University of Science and Technology Liaoning
2024

China Agricultural University
2021-2023

Texas A&M University
2022-2023

Nanjing University
2022-2023

Collaborative Innovation Center of Advanced Microstructures
2023

Hardware implementation tailored to requirements in reservoir computing would facilitate lightweight and powerful temporal processing. Capacitive reservoirs boost power efficiency due their ultralow static consumption but have not been experimentally exploited yet. Here, this work reports an oxide-based memcapacitive synapse (OMC) based on Zr-doped HfO2 (HZO) for a power-efficient multisensory processing system. The nonlinearity state richness required could originate from the capacitively...

10.1002/adma.202305609 article EN Advanced Materials 2023-08-12

Genetically encoded calcium indicators (GECIs) are indispensable tools for real-time monitoring of intracellular signals and cellular activities in living organisms. Current GECIs face the challenge suboptimal peak signal-to-baseline ratio (SBR) with limited resolution reporting subtle transients. We report herein development a suite sensors, designated NEMO, fast kinetics wide dynamic ranges (>100-fold). NEMO Ca2+ transients SBRs around 20-fold larger than top-of-the-range GCaMP6 series....

10.1038/s41592-023-01852-9 article EN cc-by Nature Methods 2023-04-20

Abstract Lung adenocarcinoma is the most prevalent lung cancer type. Ubiquitination, a critical post-translational modification process that regulates protein degradation and signaling pathways, has been implicated in various cancers, including LUAD. We aimed to explore associations between ubiquitination adenocarcinoma. TCGA-LUAD cohort served as training set. Unsupervised clustering, univariate Cox regression, Random Survival Forests, least absolute shrinkage selection operator (LASSO)...

10.1038/s41598-025-92177-4 article EN cc-by Scientific Reports 2025-04-06

Abstract Improving biomass yield is a major goal of Miscanthus breeding. We conducted study on one interspecific sinensis × sacchariflorus F 1 population and two intraspecific M. populations, each which shared common parent. A field trial was established at Urbana, IL during spring 2011, phenotypic data were collected in 2012 2013 for fourteen traits. Six high‐density parental genetic maps, as well consensus map integrating sacchariflorus, developed via the pseudotestcross strategy noninbred...

10.1111/gcbb.12472 article EN cc-by GCB Bioenergy 2017-07-15

Enzyme inactivation is crucial for enhancing the shelf life of lightly milled rice (LMR), yet impact diverse superheated steam (SS) treatment conditions on lipolytic enzyme efficiency, physicochemical properties, and volatile profiles LMR remains unclear. This study investigated varying SS conditions, employing temperatures 120 °C, 140 160 °C exposure times 2, 4, 6, 8 min. The research aimed to discern influence these activities, characteristics, quality attributes LMR. Results indicated a...

10.3390/foods13020240 article EN cc-by Foods 2024-01-11

Bandwidth estimation and congestion control for real-time communications (i.e., audio video conferencing) remains a difficult problem, despite many years of research. Achieving high quality experience (QoE) end users requires continual updates due to changing network architectures technologies. In this paper, we apply reinforcement learning the first time problem (RTC), where seek optimize user-perceived quality. We present initial proof-of-concept results, learn an agent sending rate in RTC...

10.48550/arxiv.1912.02222 preprint EN other-oa arXiv (Cornell University) 2019-01-01

Thermoreceptors can encode thermal stimuli into spikes that are processed by the neural network to endow human with perception. Such energy-efficiency and robust interaction real-world have inspired rise of artificial spiking thermoreceptor (AST). However, monolithic is still rarely reported, which may due lack device simultaneously implement temperature-sensing spike-encoding functions. Here, we demonstrate an based on Ag/TaO <inline-formula xmlns:mml="http://www.w3.org/1998/Math/MathML"...

10.1109/led.2022.3215693 article EN IEEE Electron Device Letters 2022-11-03

In the present study, germinated brown rice (GBR) from three Japonica and Indica cultivars were subjected to metabolomics analysis volatile profiling. The statistical assessment pathway of data demonstrated that in spite significant metabolic changes response germination treatment, consistently expressed higher levels several health-promoting compounds, such as essential amino acids γ-aminobutyric acid (GABA), than cultivars. No clear discriminations profiles observed light subspecies,...

10.3390/foods10102448 article EN cc-by Foods 2021-10-14

Background: Pediatric gliomas (PGs) are highly aggressive and predominantly occur in young children. In pediatric gliomas, abnormal expression of Homeobox (HOX) family genes (HFGs) has been observed is associated with the development progression disease. Studies have found that overexpression or underexpression certain HOX linked to occurrence prognosis gliomas. This aberrant may contribute dysregulation important pathological processes such as cell proliferation, differentiation,...

10.3389/fcell.2023.1203650 article EN cc-by Frontiers in Cell and Developmental Biology 2023-07-21

This article analyzes the characteristics and potential ways of cheating during process online examination shortage existing system's anti-cheating measures. Based on these two points, provides solutions to prevent cheating. The first solution is based automatic generating paper algorithm which takes advantage principle knapsack problem. And other self-developed ActiveX control. Accordingly, while reducing probability examiners cheating, fairness system will be enhanced.

10.1109/aimsec.2011.6010689 article EN 2011-08-01

Abstract Miscanthus × giganteus (M×g) is the primary species of for bioenergy feedstock production. The current leading biomass cultivar, M×g ‘1993‐1780’, insufficiently adapted in temperate regions with cold winters such as USDA hardiness zone 5 (average annual minimum temperature −28.9 to −23.3°C) or lower. Three interconnected F 1 populations that shared a common parent were planted replicated field trial at Urbana, IL (hardiness 5b; average −26.1 spring 2011. winter 2013–2014 was...

10.1111/gcbb.12587 article EN cc-by GCB Bioenergy 2018-12-07

Grafting technique helps to reduce soil-borne diseases, overcome the obstacles of cropping cultivation, increase yield and fruit quality. But grafting requires precise technique; proficiency operation will also directly affect productivity survival rate grafted seedlings. With wide application technology, robots were developed continually. However, current could not realize production automation completely, it is necessary for them grade seedlings by hand match different diameters rootstock...

10.1109/cisp.2015.7407950 article EN 2015-10-01

Grafting robots have been developed in the world, but some auxiliary works such as gap-inspecting for grafted seedlings still need to be done by human. An machine-vision system of gap inspection muskmelon was this study. The image acquiring consists a CCD camera, lens and front white lighting source. inspected processed analyzed software HALCON 12.0. recognition algorithm is based on principle deformable template matching. A should created from an qualified seedling gap. Then will compared...

10.1371/journal.pone.0189732 article EN cc-by PLoS ONE 2017-12-21

In [5] and [19], the authors gave anomaly cancellation formulas for gauge groups E8,E8*E8. this paper, we mainly deal with case of group E8*E8*E8. Using E8*E8*E8 bundle, construct some modular forms over SL2(Z). By these forms, get new characteristic forms.

10.48550/arxiv.2402.15138 preprint EN arXiv (Cornell University) 2024-02-23

Abstract The sensitive detection of cancer biomarkers is crucial for early accurate diagnostics and therapy patients. Carcinoembryonic antigen (CEA) a tumor‐associated derived from colon embryonic tissues. In this study, we have developed label‐free fluorescence biosensing platform the quantification CEA with “turn‐on” signal output. This employs strategy that incorporates an aptamer‐modified gold nanoparticle (Apt@AuNP) probe recognition CEA, in combination hybridization chain reaction...

10.1002/bio.4899 article EN Luminescence 2024-09-01
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