• Title/Summary/Keyword: Buffers

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CNN Accelerator Architecture using 3D-stacked RRAM Array (3차원 적층 구조 저항변화 메모리 어레이를 활용한 CNN 가속기 아키텍처)

  • Won Joo Lee;Yoon Kim;Minsuk Koo
    • Journal of IKEEE
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    • v.28 no.2
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    • pp.234-238
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    • 2024
  • This paper presents a study on the integration of 3D-stacked dual-tip RRAM with a CNN accelerator architecture, leveraging its low drive current characteristics and scalability in a 3D stacked configuration. The dual-tip structure is utilized in a parallel connection format in a synaptic array to implement multi-level capabilities. It is configured within a Network-on-chip style accelerator along with various hardware blocks such as DAC, ADC, buffers, registers, and shift & add circuits, and simulations were performed for the CNN accelerator. The quantization of synaptic weights and activation functions was assumed to be 16-bit. Simulation results of CNN operations through a parallel pipeline for this accelerator architecture achieved an operational efficiency of approximately 370 GOPs/W, with accuracy degradation due to quantization kept within 3%.

Column cleaning, regeneration and storage of silica-based columns (실리카 기반 컬럼의 세척, 재생 및 보관 가이드)

  • Matt James;Mark Fever
    • FOCUS: LIFE SCIENCE
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    • no.1
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    • pp.1.1-1.4
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    • 2024
  • This article provides comprehensive guidance on the maintenance, cleaning, regeneration, and storage of silica-based HPLC (High-Performance Liquid Chromatography) columns. The general considerations emphasize the importance of using in-line filters and guard cartridges to protect columns from blockage and irreversible sample adsorption. While these measures help, contamination by strongly adsorbed sample components can still occur over time, leading to an increase in back pressure, loss of efficiency, and other issues. To maximize column lifetime, especially with UHPLC (Ultra-High Performance Liquid Chromatography) columns, it is advisable to use ultra-pure solvents, freshly prepared aqueous mobile phases, and to filter all samples, standards, and mobile phases. Additionally, an in-line filter system and sample clean-up on dirty samples are recommended. However, in cases of irreversible compound adsorption or column voiding, regeneration may not be possible. The document also provides specific recommendations for column cleaning procedures, including the flushing procedures for various types of columns such as reversed phase, unbonded silica, bonded normal phase, anion exchange, cation exchange, and size exclusion columns for proteins. The flushing procedures involve using specific solvents in a series to clean and regenerate the columns. It is emphasized that the flow rate during flushing should not exceed the specified limit for the particular column, and the last solvent used should be compatible with the mobile phase. Furthermore, the article outlines the storage conditions for silica based HPLC columns, highlighting the impact of storage conditions on the column's lifetime. It is recommended to flush all buffers, salts, and ion-pairing reagents from the column before storage. The storage solvent should ideally match the one used in the initial column test chromatogram provided by the manufacturer, and column end plugs should be fitted to prevent solvent evaporation and drying out of the packing bed.

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Development of Bismuth Alloy-Based Anode Material for Lithium-Ion Battery (리튬이온 전지용 Bismuth 합금 기반 음극재 개발)

  • Chi Rong Sun;Jae Hoon Kim
    • Clean Technology
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    • v.30 no.1
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    • pp.23-27
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    • 2024
  • Bismuth is a promising anodic for Li-ion batteries (LIBs) due to its adequate operating voltage and high-volume capacity (3,765 mAh cm-3). Nevertheless, inevitable volume expansion during Bi alloy reactions leads to severe capacity loss and cell destruction. To address this, a complex of bismuth alloy nanoparticles (Bi@NC) embedded in an N doping-carbon coating is fabricated via a simple pyrolysis method. Nano-sized bismuth alloys can improve the reaction dynamics through a shortened Li+-ion diffusion path. In addition, the N-doped carbon coating effectively buffers the volume change of bismuth during the extended alloy/dealloy reaction with Li+ ions and maintains an effective conductive network. Based on the Thermogravimetric analysis (TGA) showed high bismuth alloy loading (80.9 wt%) and maintained a high gravimetric capacity of 315 mAh g-1 up to 100 cycles with high volumetric capacity of 845.6 mAh cm-3.

Comparison of chemical and physical extraction methods of steamed-mature silkworm (Hongjam) protein

  • Ji Hae Lee;Jong Woo Park;Seong-Wan Kim;Sang Kuk Kang;Seul Ki Park;Hyeok Gyu Kwon;Seong Ryul Kim
    • International Journal of Industrial Entomology and Biomaterials
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    • v.48 no.3
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    • pp.107-113
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    • 2024
  • The efficiency of protein extraction from Hongjam, a steamed mature silkworm, was quantitatively evaluated using various chemical buffers and physical methods. This study considers the difficulty of protein extraction yield due to the high content of hydrophobic amino acids in Hongjam compared to 5th instar-3rd day silkworm larvae. Results indicated that urea buffer enhanced protein yield more effectively than RIPA buffer. Additionally, the application of physical methods such as microwave treatment to samples treated with RIPA buffer increased yields by up to 22%, achieving concentrations as high as 3.9 mg/mL. Circular dichroism (CD) analysis showed that proteins extracted with urea buffer retained their structural integrity, exhibiting deeper and more prominent peaks associated with random coil structure. In addition, physical methods such as vortexing, sonication, microwave and homogenization increased the extraction yield of larger molecules without altering protein structures, suggesting their potential scalability for industrial applications. These results demonstrate the critical role of selecting appropriate extraction methods to optimize the yield and functionality of proteins from Hongjam, with implications for its use in biotechnological applications and nutraceuticals.

Establishing and validating an HPLC protocol for pralsetinib impurities analysis, coupled with HPLC-MS/MS identification of stress degradation products

  • Rajesh Varma Bhupatiraju;Pavani Peddi;Venkata Swamy Tangeti;Battula Sreenivasa Rao
    • Analytical Science and Technology
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    • v.37 no.5
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    • pp.280-294
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    • 2024
  • This study introduces a novel analytical method for the assessment of pralsetinib impurities and degradation products (DPs), addressing critical gaps in existing methodologies. This research aims to develop a robust HPLC method for impurity analysis, characterize degradation products using LC-MS, and evaluate the environmental impact of the method. The study began by optimizing HPLC conditions with various columns and buffers, ultimately achieving successful separation using an XBridge® RP-C18 column with ethanol as solvent A and 50 mM formic acid at pH 2.9. This setup provided excellent peak resolution and symmetry, essential for reliable stability studies. The developed HPLC method was then adapted for HPLC-MS/MS, enhancing sensitivity and detection efficiency of DPs. Stress degradation studies of pralsetinib under different conditions (acidic, basic, oxidative, thermal, and photolytic) revealed significant degradation under acidic (29.3 %) and basic (21.5 %) conditions, with several DPs identified. Oxidative stress resulted in 19.8 % degradation, while thermal and photolytic conditions caused minimal degradation. HPLC-MS/MS analysis identified structures of five degradation products, providing detailed insights into pralsetinib's stability and degradation pathways. Method validation followed ICH guidelines Q2(R1), confirming method's specificity, selectivity, sensitivity, linearity, accuracy, precision, and robustness. The method exhibited strong linearity with a coefficient of determination (r2) greater than 0.999 for pralsetinib and its impurities. This method advances impurity detection and DPs characterization, ensuring the quality and safety of pralsetinib. Additionally, method's environmental impact was assessed, aligning with sustainable analytical practices. These findings provide essential data on pralsetinib's stability, guiding storage conditions and ensuring its efficacy and safety in pharmaceutical applications.

Utilizing SnO2 Encapsulated within a Freestanding Structure of N-Doped Carbon Nanofibers as the Anode for High-Performance Lithium-Ion Batteries

  • Ying Liu;Jungwon Heo;Dong-Ho Baek;Mingxu Li;Ayeong Bak;Prasanth Raghavan;Jae-Kwang Kim;Jou-Hyeon Ahn
    • Clean Technology
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    • v.30 no.3
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    • pp.258-266
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    • 2024
  • Rechargeable Li-SnO2 batteries suffer from issues such as poor electronic/ionic conductivity and huge volume changes. In order to overcome these inherent limitations, this study designed a cell with a unique hierarchical structure, denoted as SnO2@PCNF. The SnO2@PCNF cell design incorporates in-situ generated SnO2 nanoparticles strategically positioned within N-doped porous carbon nanofibers (PCNF). The in-situ generated SnO2 nanoparticles can alleviate strains during cycling and shorten the pathway for the ions and electrons, improving the utilization of active materials. Moreover, the N-doped PCNF establishes a continuously conductive network to further increase the electrical conductivity and also buffers the significant volume changes that occur during charging and discharging. The resulting SnO2@PCNF cell exhibits outstanding electrochemical performance and stable cycling characteristics. Notably, a reversible capacity of 520 mAh g-1 was achieved after 100 cycles at 70 mA g-1. Even under a higher current density of 1 A g-1, the cell maintained a capacity retention of 393 mAh g-1 after 1,000 cycles. These results highlight the SnO2@PCNF cell's exceptional cycling stability and superior rate capability.

Enzymatic Synthesis of Flame Retardant Phenolic Polymers Catalyzed by Horseradish Peroxidase (Horseradish Peroxidase 효소촉매에 의한 난연성 페놀고분자의 합성)

  • Park, Han Sol;Park, Jung Hee;Lee, Hak Sung;Ryu, Keungarp
    • Korean Chemical Engineering Research
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    • v.51 no.1
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    • pp.111-115
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    • 2013
  • The optimum synthetic conditions of poly(p-phenylphenol) by horseradish peroxidase in dioxane:water (80:20 v/v) mixtures were studied. The stability against thermal degradation and structural properties of the synthesized phenolic resins were investigated by thermogravimetric analysis (TGA) and differential scanning calorimetry (DSC), respectively. The synthetic yield of poly(p-phenylphenol) increased upon the increase of the amount of enzyme up to 0.25 mg HRP/mL, then leveled off for further increase of the enzyme usage. When sodium acetate (100 mM, pH 4~6) and sodium phosphate (100 mM, pH 7~9) were used as the buffering salts for the aqueous component (20% v/v), the synthetic yield of the resin increased at higher pH of the aqueous buffer. But when the pHs of the aqueous buffer were 6 and 9, the synthetic yield strongly depended on the types of the buffering salts; if sodium phosphate was used instead of sodium acetate at pH 6, the yield decreased by about 15% and if sodium bicarbonate was used instead of sodium phosphate, the yield decreased by almost 20%. When the pH range of the aqueous buffer was from 4 to 7, the addition of a radical mediator, 2,2'-azinobis (3-ethylbenzothiazoline-6-sulfonate) (ABTS), up to 2 mM improved the synthetic yield of the resin by about 10%. TGA experiments revealed that the thermal stability of the resin synthesized in dioxane:water (100 mM sodium phosphate, pH 9) (80:20 v/v) was high having the char yield of 47% upon the heating at $800^{\circ}C$. DCS results showed that the structures of the polymers synthesized in acidic aqueous buffers were different from those of the polymers synthesized in the basic aqueous buffers. However, all the synthesized resins were found to have the property of the thermosetting resins.

Identification of Proteins in Egg White Using Ion Exchange Cartridge and RP-HPLC (이온교환 카트리지와 RP-HPLC를 이용한 난백 단백질의 확인)

  • Kim, Hyun Moon;Kim, Ah Reum;Lee, Chang Soo;Kim, In Ho
    • Korean Chemical Engineering Research
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    • v.50 no.4
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    • pp.713-717
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    • 2012
  • Approximately forty proteins in egg white have been widely studied for their functional properties. To develop a procedure of separation for pure and non-altered proteins from egg white, purification study was conducted to isolate lysozyme, ovotransferrin, and ovalbumin. Ion exchange cartridge can selectively separate proteins from egg white, and reversed-phase HPLC (RP-HPLC) could identify separated proteins. Proteins in egg white were purified by HI trap ion exchange cartridge SP and Q with buffers pH 8.0 and 5.2. C18 column (Phenomenex, USA) was used for RP-HPLC analysis and isocratic mobile phase was used with acetonitrile (ACN)/distilled water (DW)/trifluoroacetic acid (TFA) in the ratio of 50/50/0.1. Comparing the retention times of standards in RP-HPLC experiments showed that ovotransferrin, ovalbumin, and lysozyme in egg white were eluted successively in the RP-HPLC column after the pretreatment in SP and Q ion exchange cartridges.

Studies on Virus Diseases of Orchids in Korea (우리나라 란 바이러스에 관한 연구)

  • Lee Hyun Sook;La Yong Joon
    • Korean journal of applied entomology
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    • v.15 no.3 s.28
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    • pp.137-145
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    • 1976
  • Orchids have been propagated vegetatively for a long time without adequate control measures against virus diseases in Korea. As a result, it is presumed that most of the orchid varieties in Korea may have been degenerated. Nevertheless there has been little work on the virus diseases of orchids in Korea. Therefore studies were initiated to isolate an4 characterize the orchid viruses occurring in Korea. The results obtained are summerized as follows. 1. Symptoms of virus diseases on orchid varieties can be grouped 1) mosaic, 2) necrotic streak with mosaic, 3) ring necrosis, 4) chlorotkc ring and 5) necrotic spot. 2. A total of 102 orchid plants representing 4 genera were investigated on the occurrence of Cymbidium mosaic virus and tobacco mosaic virus by serological agar-gel double diffusion test. The test revealed that approximately $45\%$ of the orchids were infected with Cymbidium mosaic virus. None of the plants were found to be infected with tobacco mosaic virus. 3. Local lesions appeared on the inoculated leaves of Chenopodium amaranticolor Cassia occidentalis and Datura stramonium 7-12 days after mechanical inoculation with Cymbidium mosaic virus. 4. Physical properties of the Cymbidium mosaic virus determined by inoculation on Chenopodium amaranticolor were as follows: Thermal inactivation Point; $75-80^{\circ}C$, dilution end Point; $10^{-5}-10^{-6}\%$ aging in vitro; 8 days. 5. Three different buffers at pH 7.0 and pH 9.0 were compared for the efficiency of agar-gel double diffusion test with Cymbidium mosaic virus. Phosphate, imidazol and tris buffer at pH 7.0 gave equally satisfactory results. 6. Electron microscopic examination of the Cymbidium mosaic virus revealed rod shaped particles measuring 460-580mu.

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The Effect of Employment Security on Suicide Ideation: Moderating Effect of Family Function (고용안정성이 자살생각에 미치는 영향: 가족기능의 조절효과 분석)

  • Jun, So Dam;Lee, Jin Hyuk;Song, In Han
    • The Journal of the Korea Contents Association
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    • v.20 no.4
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    • pp.553-563
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    • 2020
  • Suicide is one of the major social problems in Korea, and its suicide rate is highest among the OECD countries. It has been reported that employment instability in labour market is causal factor of suicide ideation. Because the unemployed and temporary or part-time workers are reported to have high level of suicide ideation due to unstable job security, and they are likely to be a high risk group for suicide, it is necessary to do in-depth research on the effect of job stability on suicide ideation and the protective factors. For this purpose this study investigates the relationship between employment status and suicide ideation, and examine the moderating effect of family function. Data of 1,235 adults from the national-wide 'Longitudinal Study of Suicide Survivors' Mental Health were analyzed. Employment status were associated with the level of suicide ideation(B=-.904, p<.001), and the level of suicide ideation was the highest in the unemployed group. And the moderating effect of family function was statistically significant(B=-.218, p<.05), and good family function buffers the effect of unstable job status on suicide as a protective factor. Based on these findings, policy and practical implications for suicide prevention for precarious employment from the family dimension are discussed.