Search Results for author: Shuo Jiang

Found 10 papers, 0 papers with code

AutoTRIZ: Artificial Ideation with TRIZ and Large Language Models

no code implementations13 Mar 2024 Shuo Jiang, Jianxi Luo

Researchers and innovators have made enormous efforts in developing ideation methods, such as morphological analysis and design-by-analogy, to aid engineering design ideation for problem solving and innovation.

Morphological Analysis

ProtoCode: Leveraging Large Language Models for Automated Generation of Machine-Readable Protocols from Scientific Publications

no code implementations11 Dec 2023 Shuo Jiang, Daniel Evans-Yamamoto, Dennis Bersenev, Sucheendra K. Palaniappan, Ayako Yachie-Kinoshita

In conclusion, ProtoCode can alleviate labor intensive curation and standardization of life science protocols to enhance research reproducibility by providing a reliable, automated means to process and standardize protocols.

Synthetic IMU Datasets and Protocols Can Simplify Fall Detection Experiments and Optimize Sensor Configuration

no code implementations16 Oct 2023 Jie Tang, Bin He, Junkai Xu, Tian Tan, Zhipeng Wang, Yanmin Zhou, Shuo Jiang

The proposed method simplifies fall detection data acquisition experiments, provides novel venue for generating low cost synthetic data in scenario where acquiring data for machine learning is challenging and paves the way for customizing machine learning configurations.

Patent Data for Engineering Design: A Critical Review and Future Directions

no code implementations15 Nov 2021 Shuo Jiang, Serhad Sarica, Binyang Song, Jie Hu, Jianxi Luo

Patent data have long been used for engineering design research because of its large and expanding size, and widely varying massive amount of design information contained in patents.

Deep Learning for Technical Document Classification

no code implementations27 Jun 2021 Shuo Jiang, Jie Hu, Christopher L. Magee, Jianxi Luo

In large technology companies, the requirements for managing and organizing technical documents created by engineers and managers have increased dramatically in recent years, which has led to a higher demand for more scalable, accurate, and automated document classification.

Decision Making Descriptive +3

Data-Driven Design-by-Analogy: State of the Art and Future Directions

no code implementations3 Jun 2021 Shuo Jiang, Jie Hu, Kristin L. Wood, Jianxi Luo

Design-by-Analogy (DbA) is a design methodology wherein new solutions, opportunities or designs are generated in a target domain based on inspiration drawn from a source domain; it can benefit designers in mitigating design fixation and improving design ideation outcomes.

Retrieval

Indoor Future Person Localization from an Egocentric Wearable Camera

no code implementations6 Mar 2021 Jianing Qiu, Frank P. -W. Lo, Xiao Gu, Yingnan Sun, Shuo Jiang, Benny Lo

Accurate prediction of future person location and movement trajectory from an egocentric wearable camera can benefit a wide range of applications, such as assisting visually impaired people in navigation, and the development of mobility assistance for people with disability.

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