A5037756311- Advanced biosensing and bioanalysis techniques
- DNA and Biological Computing
- Chaos-based Image/Signal Encryption
- Advanced Steganography and Watermarking Techniques
- Algorithms and Data Compression
- Biofuel production and bioconversion
- Cellular Automata and Applications
- DNA and Nucleic Acid Chemistry
- RNA and protein synthesis mechanisms
- Microbial Metabolic Engineering and Bioproduction
- Genomics and Phylogenetic Studies
- Machine Learning in Bioinformatics
- Digital Media Forensic Detection
- Modular Robots and Swarm Intelligence
- Photosynthetic Processes and Mechanisms
- Gene expression and cancer classification
- Fractal and DNA sequence analysis
- Catalysis for Biomass Conversion
- Data Mining Algorithms and Applications
- Plant Reproductive Biology
- Topic Modeling
- Advanced Algorithms and Applications
- biodegradable polymer synthesis and properties
- Advanced Computational Techniques and Applications
- Anaerobic Digestion and Biogas Production
Dalian University
2017-2025
Dalian University of Technology
2013-2025
Mayo Clinic in Florida
2024-2025
Nanjing Drum Tower Hospital
2025
Guangxi Academy of Sciences
2020-2025
Beijing University of Chemical Technology
2017-2025
Army Medical University
2024
Xinqiao Hospital
2024
State Grid Corporation of China (China)
2024
Nanjing University of Information Science and Technology
2024
The stock market is known for its extreme complexity and volatility, people are always looking an accurate effective way to guide trading. Long short-term memory (LSTM) neural networks developed by recurrent (RNN) have significant application value in many fields. In addition, LSTM avoids long-term dependence issues due unique storage unit structure, it helps predict financial time series. Based on attention mechanism, a wavelet transform used denoise historical data, extract train features,...
Wavelet transforms (WLT) and waveform (WFT) are effective tools that reveal temporal structure of nonstationary time series. The authors discuss principles practical aspects their geophysical applications. WLT can display variance as a continuous function frequency, but the frequency (time) locality reduces at high (low) bands. WFT, on other hand, provides sharp view in both presents by discrete base functions. two techniques complementary. use Morlet Gabor WFT to analyze Southern...
Aspergillus oryzae , an important filamentous fungus used in food fermentation and the enzyme industry, has been shown through genome sequencing various other tools to have prominent features its genomic composition. However, functional complexity of A. transcriptome not yet fully elucidated. Here, we applied direct high-throughput paired-end RNA-sequencing (RNA-Seq) under four different culture conditions. With high resolution sensitivity afforded by RNA-Seq, were able identify a...
This paper proposes a high-security chaotic encrypted power sparse coding division (CE-PSCD) scheme for 7-core fiber based on non-orthogonal multiple access (NOMA) technology. The method utilizes multiplexing to realize parallel transmission of two signals. Joint encryption the four-dimensional region is realized using constellation mapping encryption, carrier frequency symbol scrambling, and code scrambling. What we believe be new dimension autonomously designed codes proposed. Meanwhile,...
The evolution of Large Language Models (LLMs) like ChatGPT and GPT-4 has sparked discussions on the advent Artificial General Intelligence (AGI). However, replicating such advancements in open-source models been challenging. This paper introduces InternLM2, an LLM that outperforms its predecessors comprehensive evaluations across 6 dimensions 30 benchmarks, long-context modeling, open-ended subjective through innovative pre-training optimization techniques. process InternLM2 is meticulously...
At present, huge amounts of data are being produced every second, a situation that will gradually overwhelm current storage technology. DNA is medium features high density and long-term stability now considered to be feasible solution. Errors easily made during the sequencing synthesis DNA, however. In order reduce error rate, novel uncorrelated address constrain reported, Damping Multi-Verse Optimizer (DMVO)algorithm proposed construct set coding, which used as non-payload. The DMVO...
DNA Encoding, as a key step in storage, plays an important role reading and writing accuracy the storage error rate. However, currently, encoding efficiency is not high enough speed fast enough, which limits performance of systems. In this work, system with graph convolutional network self-attention (GCNSA) proposed. The experimental results show that code constructed by GCNSA increases 14.4% on average under basic constraints, 5%-40% other constraints. increase codes effectively improves...
With the development of information technology, huge amounts data are produced at same time. How to store efficiently and low cost has become an urgent problem. DNA is a high-density persistent medium, making storage viable solution. In system, first consideration how encode effectively into code words. However, strands prone non-specific hybridization during reaction process errors synthesis sequencing. order reduce error rate, thermodynamic minimum free energy (MFE) constraint proposed...
With the development of information and communication technologies, all public tertiary hospitals in China began to use online outpatient appointment systems. However, phenomenon patient no-shows appointments is becoming more serious. The objective this study design a prediction model for no-shows, thereby assisting making relevant decisions, reducing probability no-show behavior. We used 382,004 original records, divided data set into training (N1 = 286,503), validation (N2 95,501)....
Current DNA storage schemes lack flexibility and consistency in processing highly redundant correlated image data, resulting low sequence stability reconstruction rates. Therefore, according to the characteristics of storage, this paper proposes storing images via base128 encoding (DNA-base128). In data writing stage, segmentation probability statistics are carried out, then, block frequency constraint set associated with achieving encoding. When needs be recovered, DNA-base128 completes...
Abstract Background DNA storage has the advantages of large capacity, long-term stability, and low power consumption relative to other mediums, making it a promising new medium for multimedia information such as images. However, coding density weak error correction ability. Results To achieve more efficient image reconstruction, we propose DNA-QLC (QRes-VAE Levenshtein code (LC)), which uses quantized ResNet VAE (QRes-VAE) model LC compression sequence correction, thus improving both...
Cell wall biomass, Earth's most abundant natural resource, holds significant potential for sustainable biofuel production. Composed of cellulose, hemicellulose, lignin, pectin, and other polymers, the plant cell provides essential structural support to diverse organisms in nature. In contrast, non-plant species like insects, crustaceans, fungi rely on chitin as their primary polysaccharide. The saprophytic fungus
Steam explosion (SE) is an effective lignocellulose pretreatment technology for second-generation L-lactic acid (L-LA) production. In this study, targeted to produce high-concentration L-LA from corn stover (CS), the fed-batch simultaneous saccharification and fermentation (SSF) of acidic, SE-pretreated CS was developed demonstrated in a 5 L scale bioreactor under non-strict conditions (without detoxification sterilization). The results indicated that SSF, with simple pH control, realized...
Molecular circuits are essential tools for biosensing and molecular information processing. However, the long-distance reversible transmission of orthogonal signals remains a significant challenge in circuits, preventing from achieving similar to that electrical wires. To overcome limitations unidirectional signal facilitate integration antagonistic circuits. We propose architecture (RSTA) with wire-like characteristics achieve based on fundamental devices known as fan-out (RSFDs). The...
Deoxyribonucleic acid (DNA) has become an ideal medium for long-term storage and retrieval due to its extremely high density stability. But access efficiency is existing bottleneck in DNA storage, especially the lack of high-quality random address sequences. Therefore, this paper, we report a series approaches based on k-weakly mutually uncorrelated (k-WMU) codes design sequence improve storage. To problem sequences that are poorly scalable at base level, propose 0-m-ruling coding scheme...
Dynamic control of DNA circuit functionality is essential for constructing chemical reaction networks (CRNs) that implement complex functions. The triplex has been utilized dynamically regulating the diverse functionalities circuits due to its distinctive pH responsiveness. However, it challenging triplexes independently regulate circuits, as various were often required function in environments, which adds complexity design and dynamic circuits. Here, we proposed a pH‐controlled multi‐state...