Research Projects (Professor Chung-Shou Liao)
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主持人 Investigators |
計 畫 名 稱 Project Title |
合作單位 Sponsor |
執行期限 Duration |
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廖崇碩 Chung-Shou Liao |
人工智慧技術與應用領域系列課程計畫-智慧製造與管理系列課程 Artificial Intelligence Manufacturing Big Data Analysis |
教育部
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2024.9-2026.7 |
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廖崇碩 Chung-Shou Liao |
1. Development of AI Models for Electrical and Structural Anomaly Pattern Identification to Yield Improvement;2. IC Substrate Yield Predictive Model Based on layout analysis and Critical Area Analysis - Part II |
欣興電子股份有限公司 Unimicron Technology Corp.
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2023.5-2024.4 |
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廖崇碩 Chung-Shou Liao |
運用AI組合配置演算法探討PCB製程優化 |
欣興電子股份有限公司 Unimicron Technology Corp.
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2023.5-2024.4 |
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廖崇碩 Chung-Shou Liao |
中小企業產業地圖之知識圖譜開發研究 |
中國信託商業銀行股份有限公司 CTBC Bank Co., Ltd.
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2023.4-2024.3 |
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廖崇碩 Chung-Shou Liao |
生產廠感應器非監督式學習之異常偵測 暨 生產廠感應器異常偵測之增量學習模型 |
台灣塑膠工業股份有限公司 Taiwan Plastic Industry Co., Ltd. |
2023.4-2024.3 |
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廖崇碩 Chung-Shou Liao |
運用組合演算法於極大化極小資源配置問題：理論與應用 Combinatorial Algorithms for General Max-min Fair Resource Allocation: Theory and Applications |
國科會 National Science and Technology Council (NSTC) |
2022.8-2024.7 |
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廖崇碩 Chung-Shou Liao |
Incremental Learning Model for Overlay Mark Sampling |
力晶積成電子製造股份有限公司 Powerchip Semiconductor Manufacturing Corp (PSMC) |
2022.7-2023.6 |
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廖崇碩 Chung-Shou Liao |
運用擴增學習於即時演算法之研究：理論與應用 Learning-augmented Online Algorithms: Theory and Applications |
國科會 National Science and Technology Council (NSTC) |
2021.8-2024.7 |
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廖崇碩 Chung-Shou Liao |
應用AI技術於半導體黃光與測試製程優化：量測與補償 Applications of AI Techniques to the Lithography Process of Semiconductor Manufacturing: Metrology and Compensation |
國科會 National Science and Technology Council (NSTC) |
2021.4-2022.9 |
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廖崇碩 Chung-Shou Liao |
運用知識圖譜改善機器學習模型在專業技術用語之解析 Exploit Knowledge Graphs for Improving Machine Learning Models on Terminology Analysis |
一零四資訊科技股份有限公司 104 Corporation |
2021.3-2022.2 |
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廖崇碩 Chung-Shou Liao |
運用人工智慧技術探討人力市場分析 Exploiting AI Techniques On The Study of The Human Resource Market |
一零四資訊科技股份有限公司 104 Corporation |
2019.11 - 2020.12 |
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廖崇碩 Chung-Shou Liao |
應用於先進製程之大數據智慧分析與決策系統 Applications of Big Data Analysis and Artificial Intelligence to |
國科會 National Science and Technology Council (NSTC) |
2019.1 - 2021.6 |
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廖崇碩 Chung-Shou Liao |
黃光 Overlay 量測點抽樣方法優化 Optimization of Sampling Approaches for Overlay Measurement |
聯華電子股份有限公司 United Microelectronics Corporation |
2019.4 - 2020.6 |