Balachandran Manavalan

Associate Professor, Integrative Biotechnology, Sungkyunkwan University

Joined

May 2024

Names

Balachandran Manavalan (Preferred)

Emails

****@skku.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Integrative Biotechnology, Sungkyunkwan University (skku.edu)

2024 – Present

Assistant Professor

Integrative Biotechnology, Sungkyunkwan University (skku.edu)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisee

Nguyen Doan Hieu Nguyen

2024 – Present

PhD Advisee

Duong Thanh Tran

2024 – Present

Coauthor

Duc Ngoc Minh Dang

2023 – Present

PhD Advisee

Nhat Truong Pham

2022 – Present

Coworker

leyi wei

2019 – Present

Expertise

Computational Biology

Present

Bioinformatics

Present

AI based drug design

Present

Publications

M3S-ALG: Improved and robust prediction of allergenicity of chemical compounds by using a novel multi-step stacking strategy
Phasit Charoenkwan, Nalini Schaduangrat, Le Thi Phan, Balachandran Manavalan, Watshara Shoombuatong
- Future Gener. Comput. Syst. 2025
- Readers: Everyone
Lang2Mol-Diff: A Diffusion-Based Generative Model for Language-to-Molecule Translation Leveraging SELFIES Representation
Nguyen Doan Hieu Nguyen, Nhat Truong Pham, Duong Thanh Tran, Balachandran Manavalan
- Language and Molecules ACL 2024 Poster
- Readers: Everyone
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion
Duong Thanh Tran, Nhat Truong Pham, Nguyen Doan Hieu Nguyen, Balachandran Manavalan
- Language and Molecules ACL 2024 Poster
- Readers: Everyone
Stack-DHUpred: Advancing the accuracy of dihydrouridine modification sites detection via stacking approach
Md. Harun-Or-Roshid, Kazuhiro Maeda, Le Thi Phan, Balachandran Manavalan, Hiroyuki Kurata
- Comput. Biol. Medicine 2024
- Readers: Everyone
CODENET: A deep learning model for COVID-19 detection
Hong Ju, Yanyan Cui, Qiaosen Su, Liran Juan, Balachandran Manavalan
- Comput. Biol. Medicine 2024
- Readers: Everyone
HOTGpred: Enhancing human O-linked threonine glycosylation prediction using integrated pretrained protein language model-based features and multi-stage feature selection approach
Nhat Truong Pham, Ying Zhang, Rajan Rakkiyappan, Balachandran Manavalan
- Comput. Biol. Medicine 2024
- Readers: Everyone
Unveiling local and global conformational changes and allosteric communications in SOD1 systems using molecular dynamics simulation and network analyses
Shaherin Basith, Balachandran Manavalan, Gwang Lee
- Comput. Biol. Medicine 2024
- Readers: Everyone
Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition
Nhat Truong Pham, Duc Ngoc Minh Dang, Ngoc Duy Nguyen, Thanh Nguyen, Hai Nguyen, Balachandran Manavalan, Chee Peng Lim, Sy Dzung Nguyen
- Published: 01 Jan 2023, Last Modified: 09 Jul 2023
- Expert Syst. Appl. 2023
- Readers: Everyone
Advancing the accuracy of SARS-CoV-2 phosphorylation site detection via meta-learning approach
Nhat Truong Pham, Le Thi Phan, Jimin Seo, Yeonwoo Kim, Minkyung Song, Sukchan Lee, Young-Jun Jeon, Balachandran Manavalan
- Published: 01 Jan 2023, Last Modified: 28 Jan 2024
- Briefings Bioinform. 2023
- Readers: Everyone
ADP-Fuse: A novel two-layer machine learning predictor to identify antidiabetic peptides and diabetes types using multiview information
Shaherin Basith, Nhat Truong Pham, Minkyung Song, Gwang Lee, Balachandran Manavalan
- Published: 01 Jan 2023, Last Modified: 28 Jan 2024
- Comput. Biol. Medicine 2023
- Readers: Everyone

View all 41 publications

Co-Authors

View all 101 co-authors