全國中小學科展

2013年

AI人工智慧-應用社群網站互動於類神經網絡訓練之研究

傳統的類神經網絡人工智慧多半是以受控訓練為主。然而在本次研究中,我們先建構出一套以類神經網絡模型為基礎的人工智慧,再利用社群網站噗浪(Plurk)上使用者與此系統的互動,訓練類神經網絡,以期驗證社群網站作為訓練來源的效率與準確度。我們利用分析詞、句的方式,促使系統做出自動的回應,同時並收集相關資料作為統計與修正之用。經過漸進式的調整與精進後,我們成功利用高度模組化的人工智慧系統,達成「利用社群網站資料自我修正」的目標,且其準確度呈現遞增的趨勢。我們相信只要充分掌握社群文化,社群網站做為資料來源對學術研究必有所裨益,且能為自然語言領域帶來更多可能性。

Reactions of Bis(oxy)enamines with Transition Metal Halides

Synthesis of halooximes has attracted much attention given their importance as precursors to proline derivatives1, unnatural amino acids2 and a host of alkaloids3. Halooximes have numerous industrial and biological applications 4, for example oxime ethers increases specific channel opening activities, acting as potential targets in drug treatment for various diseases 5, most adrenergic β-receptor blocking compounds also conform to the structure of oxime ethers 6. They also have vitro antifungal activities against certain plants7. A known method for the synthesis of 3 using Me3SiX as a Lewis acid, via intermediate enamines with acyclic/ cyclic bis(oxy)enamines, gives yields between 21-68%. Low yield stems from lack of reaction specificity2. In this work, we investigate coupling nitrogen-oxides with CoBr2 to synthesise halooximes in high yield. Initial cyclic/ acyclic bis(oxy)enamines were prepared by reacting 1 equiv. nitro compound with 2.4 equiv. in excess of dichloromethane under argon atmosphere at a temperature of 0ºC. 2.2 equiv. of TMS-Br was further added and left to stir till thermal equilibrium with room conditions. The cyclic/ acyclic bis(oxy)enamine was isolated upon aqueous work-up, filtration and evaporation. Synthesis of halooximes was carried out by reacting 8mL to 1mmol equiv. of THF and 2 equiv. of CoBr2 under argon atmosphere and left to stir till CoBr2 dissolves. 2mL to 1mmol equiv. of CH2Cl2 was added to 1 equiv. of bis(oxy)enamines. The reaction mixture was left to stir at room temperature for 2 hours, after which aqueous work-up, filtration and evaporation were carried out. Our results are summarized in Table 1. We also obtained relatively high percentage yields for the direct synthesis of bromooximes from cyclic nitronates via a one-pot procedure: Low yield stems from lack of reaction specificity2. In this work, we investigate coupling nitrogen-oxides with CoBr2 to synthesise halooximes in high yield. Initial cyclic/ acyclic bis(oxy)enamines were prepared by reacting 1 equiv. nitro compound with 2.4 equiv. in excess of dichloromethane under argon atmosphere at a temperature of 0ºC. 2.2 equiv. of TMS-Br was further added and left to stir till thermal equilibrium with room conditions. The cyclic/ acyclic bis(oxy)enamine was isolated upon aqueous work-up, filtration and evaporation. Synthesis of halooximes was carried out by reacting 8mL to 1mmol equiv. of THF and 2 equiv. of CoBr2 under argon atmosphere and left to stir till CoBr2 dissolves. 2mL to 1mmol equiv. of CH2Cl2 was added to 1 equiv. of bis(oxy)enamines. The reaction mixture was left to stir at room temperature for 2 hours, after which aqueous work-up, filtration and evaporation were carried out. Our results are summarized in Table 1. We also obtained relatively high percentage yields for the direct synthesis of bromooximes from cyclic nitronates via a one-pot procedure:

Microbial diversity in the Mediterranean hypersaline deep-sea lake Tyro

1. Purpose of the research Characterization of bacterial and viral diversity of brine Tyro using molecular methods of identification. 2. Procedures For bacteria: 1. Amplification or multiplication of 16S rRNA gene (one of the most conservative gene) by polymerase chain reaction (PCR). 2. Agarose gel electrophoresis and purification of PCR product 3. Ligation of purified PCR product into the vector pGEM-T 4. Transformation of plasmids containing an insert into competent cells E.coli XB1 5. Blue-white selection (we need white colonies, they contain the insert of interest) 6. Isolation of plasmids containing an insert of interest 7. Sequencing of inserts 8. Bioinformatics analysis: matching homologues from GeneBank database, construction of phylogenetic trees, statistical analysis. For viruses: The same methods were used for gp23 gene, which code a major head protein of T-even bacteriophages; to amplify gp23 gene a special set of primers was used, along with a standard cloning protocol described above. 3. Data 1) Two libraries of clones were obtained during analysis: lake Tyro (24 operational taxonomic units (OTUs), 10 classes) and sea water (6 OTUs, 2 classes of eubacteria). 2) The most abundant classes were: gamma-, delta-, epsilon- Proteobacteria, which is in agreement with previous reports about bacteria in brines of Mediterranean Sea. 3) The number of clones was not sufficient to obtain stable estimates of diversity, the analysis require additional data. 4) The diversity of bacteria was unexpectedly high in brine but not in the seawater, due to higher and more diverse ion composition. 5) Most of the detected bacteria in the deep-sea lake belonged to the previously undescribed (18,75%) bacteria or had unusual metabolism (43,75%). 4. Conclusions The analysis demonstrated unexpectedly high diversity of halophilic bacteria inhabiting Tyro lake. Most of bacteria presented in brine water had unique and uncommon characteristics based on information about its closest relatives. Therefore, the deep-sea hypersaline lakes of Mediterranean Sea have great potential for further investigations. Preliminary results of diversity of viruses of Tyro lake were obtained during analysis, more complete description is coming soon.

USING IRON-STEEL INDUSTRIAL WASTE SLAGS AS A FERTILIZER

Steel slag, is received from iron and steel production facilities in Turkey, and is up to 25-30% from steel production. These couldn’t have been reclamation for any field of use and free stored in nature. When the structure of this slag examined, it was contained metallic formation (Fe2O3, Al2O3, MnO2, MgO2 etc.) and oxide compositions (SiO2, CaO2 etc.). The aim of this project is investigate metallic content of steel slag used as fertilizer in plants. For this purpose, slag is used to determine the physical and chemical characterization. Then, it is separated from metallic content by using shaking table and multi gravity separative (MGS) method. After these procedures, there are determinate 6 groups with different densities and different grit size. Element analysis was made of these groups by atomic absorption spectrophotometer (AAS) and ICP-OES system. In addition, mineral analysis was determined by XRD device. Thus, within each group minerals have been identified. Slag-soil mixture was prepared for determination the highest yield of using six different slag groups as fertilizer in the plant. Thus, corn crops were grown in different combinations. Then harvested corn plants and done soil analysis of the plants. As a result of experiments, percentage of the most effective slag-soil composition for corn was determined. The highest yield in the slag pot was determined the rate of %12.5 and coarse-grained. Ideally, the slag content found to be chinerals such as merwinite (3CaO-MgO-2SiO2), akermanite (2CaO-MgO-2SiO2), gehlenite (2CaO-Al2O3-SiO2). Thus, it was detected the steel slags can be used as feed material for plants. Hence by maintaining the ecological balance economic contribution to the country was achieved.

肺癌浸潤之樹突細胞分泌Resistin透過活化WHSC1/Twist途徑促進肺癌惡化

本研究首度發現人類肺癌A549細胞會促進其所浸潤的樹突細胞分泌Resistin,而更深入地探究獲悉Resistin會透過活化WHSC1/Twist途徑促進肺癌A549細胞惡化,此惡化過程包括誘導癌細胞上皮間質轉化(epithelial-to-mesenchymal transition; EMT)及提升癌細胞的移行(migration)和入侵(invasion)能力。為確認Resistin在臨床的重要性,透過肺癌病患檢體分析發現,相較於健康捐贈者,肺癌病人的血清可測的較高濃度的Resistin;更甚之,比較非腫瘤組織部位之CD11c+樹突細胞,浸潤於腫瘤組織部位之CD11c+樹突細胞會呈現高量的Resistin。接續探討Resistin對肺癌細胞的影響機制,實驗結果發現Resistin會增加A549細胞表現histone methyltransferase WHSC1的表現,而WHSC1在Twist啟動子的H3組蛋白lysine 36位置進行dimethylation修飾,並降低H3組蛋白lysine 27位置的trimethylation進而促進Twist的表現,促使A549細胞進行EMT和增加癌細胞移行和入侵。因此,Resistin可作為肺癌診斷分子及藥物發展的重要標靶。

得不到愛的左翅雄蟋蟀

為了解黃斑黑蟋蟀左翅在上變異型的遺傳性狀是否可以經人擇選種過程加以保留,以此探討其在族群內遺傳特性及其存活的指標。材料來自國家地理紀錄片中介紹的台南新化蟋蟀養殖場。在養殖場進行採樣調查黃斑黑蟋蟀的左翅位置比例,結果約佔2%,與李俊康(2009)觀察標本的結果2.05%的比例極為相近。由此可見,在這種蟋蟀族群中不論標本或是活體,左翅在上蟋蟀確實存在只是仍為少數,同時發現雌蟲左翅在上變異型的個體,比例約為雄蟲的九倍。本研究希望透過遺傳及演化的觀點,來了解左翅在上變異型的個體,各部位型態學性狀在族群中存在的可能原因,以及蟋蟀族群中為何右翅在上的真相?並且能從其型態的參數,找出左翅在上仍然存在的原因。

Geo Air

1. Purpose: The purpose of this project was to design a theoretical tempered-air system to be integrated into an existing heating system in a home equipped with an air-to-air heat pump. This was to overcome the cost and environmental challenges of heating in cold climates as well as provide an environmentally friendly air-conditioning system in the summer at little to no cost. 2. Procedure: In the winter of 2010 an underground high-density polyethylene (HDPE) pipe (10cm diameter, and 30.5m length) was buried 2.5m underground around the footings of a new residential project. A fan with a flow of 3.4m³/min was attached to the pipe outside, and used to push air underground through the pipe and into the house. The ambient and incoming air temperatures as well as the date and time were recorded daily using a temperature probe with an error margin of ±0.1ºC throughout the summer and winter seasons of 2011. This data was then plotted and analyzed. A number of options to best extract thermal energy for potential use for heating and cooling were examined. Design components were selected to create an air chamber for an air-to-air heat pump to increase its coefficient of performance (COP). 3. Data: Graph 1 Graph 2 Winter Graph (Graph 1): The blue line represents the outdoor ambient temperature and the orange line represents the temperature of the tempered air. These are both arranged chronologically. The grey lines represent one standard deviation on either side of the incoming temperatures. The ambient temperatures vary dramatically, while the incoming temperatures remain quite stable. The lowest recorded temperature was about -9.0ºC, at which point the temperature exiting from the underground pipe was about 10.5ºC. Summer Graph (Graph 2): With dramatically varying ambient temperatures, the temperature of the incoming air consistently stays between 11.1 and 16.2ºC. The highest recorded outdoor temperature was about 30.0ºC, while the incoming temperature at that point was about 15.5ºC. This cold air was used as air conditioning.

結合幾丁聚醣及聚麩胺酸對重金屬離子吸附之研究-研發吸附暨檢測之循環系統

本研究選擇以天然易分解的吸附劑-幾丁聚醣和聚麩胺酸(γ-PGA),建立有效去除水中重金屬離子的方法。首先探討幾丁聚醣膜在各種條件下對鉻離子、銅離子的吸附。對鉻離子的吸附模式較符合等溫吸附式Freundlich,於30℃、pH=3時具有吸附優勢。而後將幾丁聚醣黏附於多孔性泡綿,利用抽濾法提高吸附效率,使鉻、銅離子殘留率分別降至2.08%、11.23%。幾丁聚醣與γ-PGA結合製成的複合材料泡綿,大幅提升對銅離子的吸附效果,其吸附模式較符合等溫吸附式Freundlich,於30℃下、pH=7,γ-PGA與幾丁聚醣之比例為6:5時,對銅離子吸附最佳。利用分光光度儀的設計原理,以光敏電阻建立可即時檢測有色重金屬離子的分析元件。將此檢測裝置結合吸附劑,研發一套可即時檢測、環保簡易的重金屬離子吸附暨檢測之循環系統。對於2.0ppm、10.0ppm之鉻、銅離子循環2、3小時後,殘留率分別降至0.046%、0.074%,充分顯示此系統可有效去除水中重金屬離子。

數形合一

這份研究是關於一個「數形合一」的問題,研究的主要目的是找出同時具有兩種圖形數身分以上的數。研究結果發現雙重多角數必定存在,但個數可能有限個也可能無限多個,有些雙重中心多角數是有限多個,有些雙重中心多角數是無限多個,但令人意外的是同時是K角數和中心K角數的數卻皆是永遠是無限多個,我對其模式進行了探究並加以具體分類,並說明原因。研究過程中發現遞推關係可以大大簡化計算的步驟,可簡潔快速的求出這些數。我也證明了同時是三、四、五角數的數只有 1。此外,我將研究應用在熱門的平衡數(balancing numbers)和NSW數(NSW numbers)等上面,應用多角數的研究解決一些熱門的問題和找出了圖形上不證自明的結果。

Escher狂想曲

本研究運用兩套方法,成功的化簡、篩選眾多結構;配合繪圖檢驗,證明了六邊形共有20種對稱拼貼圖結構。透過本研究,在適當軟體的支援下,使用者可快速且精準的設計出富有創意的密貼圖樣;所有的圖形結構亦可被更加廣泛運用。運用本研究理論與結果,我們撰寫了一Visual Basic程式,可供使用者快速方便判別任意的六邊形磁磚是否可對稱拼貼;最後,我們將研究結果應用於相關立體圖形,如:環面(Torus)、圓柱曲面(Cylinders)及莫比紙圈(Mobius Strip);運用前人的研究,再配合本研究結果,將可以有更廣泛的應用,如:阿基米德立體圖….等。