A total of 38 applications were submitted for the 2025 Academia Sinica Innovative AI Applications in Humanities and Scientific Research (I-AI-A) Project: 11 from the Division of Mathematics and Physical Sciences; 15 from the Division of Life Sciences; 12 from the Division of Humanities and Social Sciences. Of these, 20 were selected for funding, including 10 from Division of Mathematics and Physical Sciences, 5 from Division of Life Sciences, and 5 from Division of Humanities and Social Sciences. Please refer to the following lists for detailed information.
A. Division of Mathematics and Physical Sciences: (10 Projects)
|
Project No. |
Project Title |
(1) Project PI (2) Project Co-PI |
Affiliation |
|
AS-IAIA-114-M01 |
Transformative AI-Driven 3D Reconstruction and Recognition of Stellar Jets and Outflows Across Cosmic Scales |
(1) SHANG, HSIEN |
Institute of Astronomy and Astrophysics, Academia Sinica |
|
AS-IAIA-114-M02 |
Understanding Generative AI in the context of physics and math |
(1) CHENG, MIRANDA CHIH-NING |
Institute of Mathematics, Academia Sinica |
|
AS-IAIA-114-M03 |
Integrate Remote Sensing Observation for Near-real-time Environmental Science Monitoring and Analysis |
(1) LIU, CHIAN-YI
(2) CHEN, YING-NONG (2) YOUNG, CHIH-CHIEH |
Research Center for Environmental Changes, Academia Sinica National Central University National Taiwan Ocean University |
|
AS-IAIA-114-M04 |
Integrative AI Approaches for Kuroshio Velocity Prediction and Marine Time-Series Data Reconstruction: Enhancing Marine Energy Forecasting and Insights of the Marine System under the Climate Variability |
(1) WU, CHAU-RON
(2) LEE, JAY
(2) CHANG, YU-CHIA
(2) PAO, CHUN-HUNG
(2) WANG, YOU-LIN |
Research Center for Critical Issues, Academia Sinica Research Center for Critical Issues, Academia Sinica Research Center for Critical Issues, Academia Sinica Research Center for Critical Issues, Academia Sinica Research Center for Critical Issues, Academia Sinica |
|
AS-IAIA-114-M05 |
Research on image registration technology of cross-disciplinary applications |
(1) WANG, CHIEN YAO |
Institute of Information Science, Academia Sinica |
|
AS-IAIA-114-M06 |
Mapping music cultural paradigms in Taiwan with LLMs and cross-modal learning |
(1) SU, LI
(2) YANG, CHIEN-CHANG |
Institute of Information Science, Academia Sinica National Taiwan University |
|
AS-IAIA-114-M07 |
EventGraph-Powered Retrieval-Augmented Generation for Digital Humanities |
(1) MA, WEI-YUN |
Institute of Information Science, Academia Sinica |
|
AS-IAIA-114-M08 |
AI Generated Image Detection and Generative AI Watermarking |
(1) LU, CHUN-SHIEN
(2) CHEN, JUN-CHENG |
Institute of Information Science, Academia Sinica Research Center for Information Technology Innovation, Academia Sinica |
|
AS-IAIA-114-M09 |
Advancements in Industrial Large Language Models: Construction and Applications |
(1) WANG, CHUAN-JU
(2) HUANG, HEN-HSEN
(2) TSAI, MING-FENG
(2) YEN, AN-ZI |
Research Center for Information Technology Innovation, Academia Sinica Institute of Information Science, Academia Sinica Research Center for Information Technology Innovation, Academia Sinica National Yang Ming Chiao Tung University |
|
AS-IAIA-114-M10 |
AI Model Training and Enhancement based on AI Generated Data |
(1) CHEN, JUN-CHENG
(2) WANG, CHIH-YU |
Research Center for Information Technology Innovation, Academia Sinica Research Center for Information Technology Innovation, Academia Sinica |
B. Division of Life Sciences：（5 Projects）
|
Project No. |
Project Title |
(1) Project PI (2) Project Co-PI |
Affiliation |
|
AS-IAIA-114-L01 |
Efficient Unsupervised Animal Behavior Classification: A Breakthrough in Visual Foundation Models |
(1) WU, YU-WEI
(2) HSU, CHING-LUNG |
Institute of Molecular Biology, Academia Sinica Institute of Biomedical Sciences, Academia Sinica |
|
AS-IAIA-114-L02 |
Identify Protein-Protein Interactions with Graph Neural Networks to Precise Protein Design |
(1) WU, KUEN-PHON |
Institute of Biological Chemistry, Academia Sinica |
|
AS-IAIA-114-L03 |
Advancing Marine Ecosystem Assessment through Representation Learning of Underwater Sounds |
(1) LIN, TZU-HAO |
Biodiversity Research Center, Academia Sinica |
|
AS-IAIA-114-L04 |
Prediction of plant-microbiome interaction outcomes for smart agriculture application using microbiome classification model |
(1) MA, KA-WAI |
Institute of Plant and Microbial Biology, Academia Sinica |
|
AS-IAIA-114-L05 |
Harnessing predictive AI and genome editing to revolutionize plant resilience in agriculture |
(1) LIU, MING-JUNG
(2) TSAI, HUAI-KUANG |
Agricultural Biotechnology Research Center, Academia Sinica Institute of Information Science, Academia Sinica |
C. Division of Humanities and Social Sciences: (5 Projects)
|
Project No. |
Project Title |
(1) Project PI (2) Project Co-PI |
Affiliation |
|
AS-IAIA-114-H01 |
Leveraging AI to Identify and Combat Scam-based Money Laundering |
(1) CHIANG, YEN-CHENG (2) CHANG, YI-CHUN
(2) SHIH, CHIH-HUNG (2) SHEN, CHIA-YA |
Institute of Sociology, Academia Sinica Criminal Investigation Bureau Central Police University National Tsing Hua University |
|
AS-IAIA-114-H02 |
Unlocking Historical Texts with Artificial Intelligence: Full-Text Conversion of Multi-format Chinese Journals, Multilingual Handwritten Manuscripts, and Japanese Household Registers |
(1) LIEN, LING-LING
(2) LI, REN-YUAN
(2) LIU, PI-CHEN (2) HUANG, SHU-LI (2) JOU, YUH-HUEY |
Institute of Modern History, Academia Sinica Institute of History and Philology, Academia Sinica Institute of Ethnology, Academia Sinica Institute of Ethnology, Academia Sinica Institute of Ethnology, Academia Sinica |
|
AS-IAIA-114-H03 |
Enhanced Colorization Synthesis for High-Resolution Black-and-White Historical Aerial Imagery: Detecting Longitudinal Land Cover Changes |
(1) CHAN, TA-CHIEN |
Research Center for Humanities and Social Sciences, Academia Sinica |
|
AS-IAIA-114-H04 |
AsIs-rag: Assisting social issue understanding with real-time retrieval-augmented generation |
(1) CHO, MU-JUNG
(2) CHANG, CHING-CHING
(2) HUANG, HEN-HSEN (2) HSIAO, YUAN |
Research Center for Humanities and Social Sciences, Academia Sinica Research Center for Humanities and Social Sciences, Academia Sinica Institute of Information Science, Academia Sinica Yale University |
|
AS-IAIA-114-H05 |
Innovative Applications of AI in the Study of Imagery in Daoist Temples |
(1) HUANG, KUAN-MIN
(2) LIU, YUAN-JU
(2) CHEN, CHIH-MING |
Institute of Chinese Literature and Philosophy, Academia Sinica Institute of Chinese Literature and Philosophy, Academia Sinica National Chengchi University |