ScholarWorks@성균관대학교

상세 보기

발라찬드란마나발란 프로필 사진

발라찬드란마나발란

BALACHANDRAN, MANAVALAN

생명공학대학

융합생명공학과

연구분야

Bioinformatics,,
Data Mining,,
Machine Learning

2022

2026

연도별 연구 활동 현황

자료유형

Article (69)

발행연도

2022 ~ 2026

2022 2026

언어

English (69)

전체 69건 중 1번부터 10번까지의 결과를 표시합니다.

2026

Article

Stress condition optimization for maximizing polyhydroxybutyrate accumulation in Cupriavidus necator via experimental and ensemble machine learning approaches

Park, Chaeyeon ;
Sim, Min-Gu ;
Kim, Seohyeon ;
Ha, Geon-soo ;
Manavalan, Balachandran ;
... Baek, Gahyun

2026-06
BIORESOURCE TECHNOLOGY REPORTS
ELSEVIER

Article

DeepTYLCV: An interpretable and experimentally validated AI model for predicting virulence of different tomato yellow leaf curl virus strains

Bupi, Nattanong ;
Sangaraju, Hariharan ;
Tran, Duong Thanh ;
Sangaraju, Vinoth Kumar ;
Im, Hyojin ;
... Lee, Sukchan ;
... Manavalan, Balachandran ;
외 1명

2026-05-11
Plant Communications
Cell Press

Article

GinDB-AI: An integrated ginsenoside database and AI-driven platform for multidimensional information and biological activity prediction

Nguyen, Nguyen Doan Hieu ;
Sangaraju, Vinoth Kumar ;
Tran, Duong Thanh ;
Pham, Nhat Truong ;
Cho, Jae Youl ;
... Manavalan, Balachandran

2026-05
Journal of Ginseng Research
Elsevier B.V.

Article

Expression-based immune-phenotyping ML model predict ICI response and long-term clinic benefit in lung adenocarcinoma

Lee, Ki Wook ;
Park, Hyun Woo ;
Lo, Han-En ;
Park, Sehhoon ;
Manavalan, Balachandran ;
... Jeon, Young-Jun

2026-04-03
Cancer Research
AMER ASSOC CANCER RESEARCH

2025

Article

Mulaqua: An interpretable multimodal deep learning framework for identifying PMT/vPvM substances in drinking water

Nguyen, Nguyen Doan Hieu ;
Pham, Nhat Truong ;
Seo, Hojin ;
Wei, Leyi ;
Manavalan, Balachandran

2025-12-05
Journal of Hazardous Materials
ELSEVIER

Article

XMolCap: Advancing Molecular Captioning through Multimodal Fusion and Explainable Graph Neural Networks

Tran, Duong Thanh ;
Nguyen, Nguyen Doan Hieu ;
Pham, Nhat Truong ;
Rakkiyappan, Rajan ;
Karki, Rajendra ;
... Manavalan, Balachandran

2025-10
IEEE Journal of Biomedical and Health Informatics
Institute of Electrical and Electronics Engineers Inc.

Article

xBitterT5: an explainable transformer-based framework with multimodal inputs for identifying bitter-taste peptides

Nguyen, Nguyen Doan Hieu ;
Pham, Nhat Truong ;
Tran, Duong Thanh ;
Wei, Leyi ;
Malik, Adeel ;
... Manavalan, Balachandran

2025-08
Journal of Cheminformatics
BioMed Central Ltd

Article

HyPepTox-Fuse: An interpretable hybrid framework for accurate peptide toxicity prediction fusing protein language model-based embeddings with conventional descriptors

Tran, Duong Thanh ;
Pham, Nhat Truong ;
Nguyen, Nguyen Doan Hieu ;
Wei, Leyi ;
Manavalan, Balachandran

2025-08
Journal of Pharmaceutical Analysis
Xi'an Jiaotong University

Article

Molecular pretraining models towards molecular property prediction

Qiao, Jianbo ;
Gao, Wenjia ;
Jin, Junru ;
Wang, Ding ;
Guo, Xu ;
... Manavalan, Balachandran ;
외 1명

2025-07
Science China Information Sciences
SCIENCE PRESS

Article

Decision making based ensemble feature selection approach through a new score function in q-rung orthopair hesitant fuzzy environment

Kavitha, S. ;
Kendra, N. ;
Satheeshkumar, J. ;
Amudha, T. ;
Manavalan, Balachandran

2025-06
Mathematics and Computers in Simulation
Elsevier B.V.

1