Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer sciences, Master, MSc Machine Learning, Data Science, and AI, Aalto University
1 Sept 2021 → 22 Jan 2024
Award Date: 22 Jan 2024
Science, Bachelor, BSc Statistics, Sookmyung Women's University
Mar 2016 → Feb 2021
Award Date: 1 Feb 2021
Computer sciences, Doctorate, PhD Computer Science, Aalto University
Feb 2024 → …
Skills and expertise
- Machine Learning
- AI4Science
- Generatvie Models
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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FinBioFAB: Finnish BioFoundry for Advanced Biomanufacturing
Barth, D. (Manager), Nygård, Y. (PI), Koponen, T. (Participant), Girych, M. (Participant), Castillo, S. (Participant), Åkerman, M. (Participant), Lehtinen, S. (Participant), Nakari-Setälä, T. (Owner), Jäntti, J. (Participant), Healy-Rehn, M. (Participant), Laukkanen, A. (Participant), Aro, N. (Participant), Hentula, M. (Participant), Tenkanen, T. (Participant), Choo, H. (Participant) & Nguyen, T. (Participant)
1/01/25 → 31/12/29
Project: Business Finland project
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Conditional Variational Autoencoder (cVAE) for bio-plastic generation
Choo, H., Pakarinen, O. & Garg, V. K., 21 Oct 2024.Research output: Contribution to conference › Conference Poster › Scientific › peer-review
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Language Models for PHA design (LaMP): Inverse PHA design from property prediction to conditional molecule generation
Choo, H., 22 Jan 2024, Aalto University. 64 p.Research output: Thesis › Master's thesis
Open Access -
Self-Driving Virtual Laboratory for Accelerated Design of PHA Biopolymers
Pakarinen, O. & Choo, H., 6 Aug 2024.Research output: Contribution to conference › Conference Poster › Scientific › peer-review
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Language Models for PHA design (LaMP)
Choo, H., 24 Aug 2023.Research output: Contribution to conference › Conference Poster › Scientific › peer-review
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머신러닝 기반의 농업 유전자원 데이터 분석 플랫폼
Choi, J.-M., Kim, J., Choo, H., Park, C. & Chae, H., 31 Jan 2022, In: KIISE Transactions on Computing Practices. 28, 1, p. 57-62Translated title of the contribution :Machine Learning-based Agricultural Genetic Resources Analysis Platform Research output: Contribution to journal › Article › Scientific › peer-review