全國中小學科展

二等獎

塗色次數期望值之研究

n個圓圈以一維排列所構成圖形中,若指定當中一圓圈塗色時,其左右相鄰圓圈各有1/2機率被塗色,欲求出使得該圖形之指定塗色次數的期望值達最小之最優化塗色方法。本研究共探討了n個圓圈之「直線排列」、「環狀排列」與n個圓圈及m個圓圈之「環狀結合直線排列」等三種圖形。

應用多任務學習神經網路建構可識譜六孔竹笛機器人

本研究目標在建構可以識譜及吹奏中國笛的吹笛機器人。中國笛演奏必須協調吹法及指法;藉由控制吹氣流速、吹嘴角度及六指按壓音孔的變化來控制音高以完美地吹奏樂曲,是一項複雜的演奏技術。機器人以模擬吹笛口型的吹嘴,搭配兩個風箱往復送氣到一個壓力調節風箱送氣,以微控制板控制六個機械手指來蓋放完成演奏,為在音尾可確實止氣,設計一個風門,利用風門開闔也可模仿吐音技巧讓笛聲明確發音。辨識樂譜方面收集樂譜樣本,樣本分成譜線、音符、節奏三套,透過多任務學習MTL的深度學習架構進行訓練,建構可以辨識五線四間上下三線及全音符到16分音符及休止符的樂譜辨識模型。經測試若樂譜在符合音域範圍內,可以完整的辨識,轉換成音符資料傳送給吹笛機器人吹奏。

塗色次數期望值之研究

n個圓圈以一維排列所構成圖形中,若指定當中一圓圈塗色時,其左右相鄰圓圈各有1/2機率被塗色,欲求出使得該圖形之指定塗色次數的期望值達最小之最優化塗色方法。本研究共探討了n個圓圈之「直線排列」、「環狀排列」與n個圓圈及m個圓圈之「環狀結合直線排列」等三種圖形。

奈米 MPC 材料應用於電阻式有機氣體感測器

工業環境中揮發性有機化合物(VOCs)的洩漏不僅危害人體健康,更可能導致工安事故。現有氣體感測器常存在選擇性低、反應時間長等限制。本研究開發高選擇性與快速反應的奈米材料導電式氣體感測器,以實現即時監測。 研究中合成並測試六種銀奈米 (Ag-MPC)材料:Ag@C6、Ag@C12、Ag@C16、Ag@MCP、Ag@C12/MCP及Ag@C12/MBT複合材料。在500-5000 ppm濃度範圍內偵測1-丁醇、正辛烷及間二甲苯等目標氣體的電阻變化。實驗結果顯示,Ag@C12經官能基修飾後,對1-丁醇具有明顯的選擇性。我們開發基於Arduino微控制器的即時監測系統,透過運算放大器電路實現高精度的電阻變化檢測。可以在工業環境中持續監測VOCs濃度並即時示警。未來將著重於優化訊號放大電路、開發新型官能基修飾材料、實現複雜氣體混合物的組分分析。開發成本低、反應快、選擇性好的感測系統,為工業安全監測領域提供實際應用價值。

First-Ever Study on Groundwater Discharge Zones in Tumon Bay, a Protected Marine Preserve: Novel Insights into Coral Reef Conservation

Current research shows Northern Guam to be composed of porous limestone bedrock which allow groundwater to flow out. One large discharge point has already been identified last year in north-western Guam at Ayuyu Cave. However, little is known about Tumon Bay which is known to comprise karst watersheds which should allow for SGD. This project has examined invisible groundwater discharge using a salinity meter and was able to detect two areas of concentrated freshwater discharges in Tumon Bay, with a few minor ones scattered throughout the bay. These seeps were found to have consistently lower salinity while pH varied, and hosted more marine life than other high salinity areas. Further unique coral growth in Tumon Bay’s inner lagoon was associated with these two freshwater discharges with the pH levels further segregating the types of coral species found during on-site observation. Two coral communities, staghorn Acropora and massive Porites, were found adjacent to the surveyed groundwater seeps. It’s inferred that lower wave energy in eastern Tumon Bay allows for greater plankton and other microbial growth leading to more heterotrophic coral growth, favoring Porites corals, while Western Tumon Bay has higher wave energy which leads to the growth of more autotrophic corals, such as the Acropora found in the first area surveyed. This is the first study to document the presence, location, and consequences of invisible freshwater discharges across the billion-dollar bay. This study gauges the effects of SGD on inner shore habitats, also providing a coral cover assessment across Tumon Bay using transects and quadrats. These discoveries allow for strategic coral planting, designated areas needing government protection, and show areas of appealing inner lagoon coral growth for tourism.

Eradicating Cystic Fibrosis Biofilms by a Novel Non-Toxic, Multi-Pathway Salicylate Therapy

1.1. Cystic Fibrosis Biofilms Biofilms are bacterial aggregates in a matrix of polysaccharides, proteins and nucleic acids (Donlan, 2002). They account for 80% of all chronic infections and cause over 500,000 deaths annually. Cystic fibrosis (CF) is a genetic disorder characterized by mucus accumulation in the respiratory tracts (Morrison et al., 2020). This impairs mucociliary clearance, allowing chronic colonization by bacterial biofilms, leading to fatal respiratory failure, lung scarring, and necrosis of pulmonary epithelial tissues (Martin et al., 2021). 1.2. Obstacles in Current Treatments Three major therapies are used against CF biofilms: (1) aminoglycoside antibiotics like tobramycin, (2)non-aminoglycoside antibiotics such as ciprofloxacin and vancomycin, and (3) non-antibiotic therapies including flushing, chlorination, and ultraviolet disinfection. These have two major flaws. First, they are cytotoxic; 30% of patients experience acute kidney injury after three days of intravenous aminoglycoside therapy (Joyce et al., 2017). Furthermore, non-aminoglycoside therapies can cause phospholipid buildup in lysosomes of proximal tubule epithelial cells, accounting for 10-20% of acute renal failure cases. Second, antibiotic resistance due to horizontal gene transfer and mutations has significantly reduced treatment effectiveness. Therefore, cystic fibrosis biofilms remain a critical threat with few effective treatments. 1.3. Salicylate Derivatives This project tackled this issue using an innovative non-antibiotic approach with salicylate derivatives. Salicylates, a class of benzoic acids—benzene-based carboxylic acids (Figure 1)—used in painkillers and blood thinners, were investigated for their antibiofilm potential through a 3-step process: 1. Literature review: Identified three key biofilm therapeutic targets: quorum sensing, bacterial adhesion, and cell motility. Disrupting these pathways would result in biofilm eradication. 2. Molecule Identification: Recognized key molecules in each pathway: LasR, adhesins, and flagellin. Inhibiting these molecules would disrupt the pathways. 3. Screening: Found that salicylates could inhibit the identified molecules, though they had never been tested against cystic fibrosis biofilms.

應用多任務學習神經網路建構可識譜六孔竹笛機器人

本研究目標在建構可以識譜及吹奏中國笛的吹笛機器人。中國笛演奏必須協調吹法及指法;藉由控制吹氣流速、吹嘴角度及六指按壓音孔的變化來控制音高以完美地吹奏樂曲,是一項複雜的演奏技術。機器人以模擬吹笛口型的吹嘴,搭配兩個風箱往復送氣到一個壓力調節風箱送氣,以微控制板控制六個機械手指來蓋放完成演奏,為在音尾可確實止氣,設計一個風門,利用風門開闔也可模仿吐音技巧讓笛聲明確發音。辨識樂譜方面收集樂譜樣本,樣本分成譜線、音符、節奏三套,透過多任務學習MTL的深度學習架構進行訓練,建構可以辨識五線四間上下三線及全音符到16分音符及休止符的樂譜辨識模型。經測試若樂譜在符合音域範圍內,可以完整的辨識,轉換成音符資料傳送給吹笛機器人吹奏。

Sequentially bidirectional gastrovascular flows in highly branched digestive tracts of panocerid flatworm

Examination of the predation behavior of polyclad flatworms is extremely rare. This study collects Paraplanocera oligoglena, the most common species in Taiwan. Tank-based feeding experiments reveal that Paraplanocera oligoglena can prey on several species of gastropods, such as sea snails and sea hares. Predation behavior encompasses attack, invasion and ingestion periods. This research pioneers the use of stained clam and static image analysis to observe the highly branched digestive system of flatworms. The sequentially bidirectional flow of gastrovascular cavity is first found in polyclad flatworms by the post-stain active tracking technique. Measuring peristalsis movement in inward and outward directions and segmented movement, the contraction frequencies are roughly the same in subsequent order of given branches. Confirmation is provided that the circular membrane-like muscles within the digestive tract are the main driving force for transporting and mixing food. The food dyeing technology used in this experiment also provides the possibility of future research on food chains in the wild.

旋轉的力量–離心力抽水機與其變因對抽水效率的影響

此研究是關於一個離心力抽水機的理論建模和實驗設計,我探討了此抽水機的流量與出口流速、分別影響了時間內抽出水量或抽水落地的位置。在初步的實驗觀察中、我發現抽水時的不同流況以及其影響,並且用定性解釋去描述它的邊界條件。在我流量的理論建模中,我考慮了基本的離心力與重力、雖然這兩種力描述了水的運動、但無法用來預測流量。我再加入白努力方程式來計算壓差、並充分的考慮摩擦阻力在紊流情況和水管材質。之後我利用F=ma推導水受合力的情況、考慮離心力、重力與摩擦阻力能到出口流速的預測。最後將理論裡實驗比較、結果非常相似。我利用3D列印改變6種抽水機的變因,將每項的結果與理論比較、並分析其誤差的原因。最後利用先前的結論能夠的設計一個可客製化與最佳化的離心力抽水機。

金屬多酚配位奈米載體合成與多功能腫瘤治療法開發

本研究結合奈米合成技術與生物醫學, 利用表沒食子兒茶素沒食子酸酯 (Epigallocatechin gallate, EGCG) 作為載體 調控摻雜Cu2+/Cu3+與 Fe2+/Fe3+之含量 並以π-π交互作用力附載缺氧性抗癌藥物替拉扎明 (Tirapazamine, TPZ) 成功製備出多功能金屬多酚配位奈米顆粒簡稱為EFeCuTPZ。 材料經紫外-可見光譜 (UV-vis),、動態光散射 (DLS) 及掃描式電子顯微鏡 (SEM) 確認其粒徑大小、形貌學與穩定性。利用808 nm和671 nm雷射分析其光熱轉換效率 評估光熱療法效果,。在腫瘤微酸性環境下, EFeCuTPZ可利用高濃度之H2O2行芬頓反應 (Fenton Reaction) 產生高活性之氫氧自由基 (•OH), 展現化學動力療法 (Chemo dynamic-therapy, CDT),。同時, 藉由材料中的Cu²⁺與腫瘤環境中的穀胱甘肽 (Glutathione, GSH)反應減少高活性物質 (Reactive oxygen species, ROS) 的消耗 增強CDT之療效。酸性條件下 TPZ顯著釋放 有助於腫瘤治療。 另外, 細胞實驗顯示EFeCuTPZ具有高生物相容性與治療效果, 成功開發出具CDT,、CT及PTT功能之奈米複合材料 為醫學新興藥物材料提供可能性。