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2020 – today
- 2026
[j3]Manna Dai
, Mao Yu Seow, Ricardo Shirota Filho, Alex Sclip, Kavilash Chawla, Rick Siow Mong Goh, Joyjit Chattoraj:
N-BEATS-GAN: A risk-aware financial time series forecasting with generative adversarial networks. Appl. Soft Comput. 186: 114235 (2026)- 2025
- [j2]Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu:
MDDIP: Efficient single-layer pixel-based metasurface denoising via deep image prior. Knowl. Based Syst. 324: 113799 (2025) - [i4]Joyjit Chattoraj, Brahim Hamadicharef, Teo Shi Chang, Yingzhi Zeng, Chee Kok Poh, Luwei Chen, Teck Leong Tan:
AceWGS: An LLM-Aided Framework to Accelerate Catalyst Design for Water-Gas Shift Reactions. CoRR abs/2503.05607 (2025) - 2024
- [j1]Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu:
A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design. Neural Networks 180: 106654 (2024) - [c5]Manna Dai, Yonghui Wu, Jun Zhou, Zhenzhou Wu, Mengren Man, Linh Le Dinh, Joyjit Chattoraj, Feng Yang, My Ha Dao, Yong Liu, Rick Siow Mong Goh:
TTCR: Accurate TCR-Epitope Binding Affinity Prediction Using Transformers. CAI 2024: 1462-1467 - [c4]Like Gobeawan, Xuan Liu, Chi-Wan Lim, Venugopalan S. G. Raghavan, Joyjit Chattoraj, Jan Schindler, Feng Yang:
TreeSpecies-PC2DT: Automated Tree Species Modeling from Point Clouds to Digital Twins. VISIGRAPP (1): GRAPP, HUCAPP, IVAPP 2024: 81-91 - [i3]Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu:
A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design. CoRR abs/2401.02961 (2024) - [i2]Joyjit Chattoraj, Jian Cheng Wong, Zhang Zexuan, Manna Dai, Yingzhi Xia, Li Jichao, Xinxing Xu, Chin Chun Ooi, Yang Feng, My Ha Dao, Yong Liu:
Tailoring Generative Adversarial Networks for Smooth Airfoil Design. CoRR abs/2404.11816 (2024) - 2023
- [i1]Jian Cheng Wong, Chin Chun Ooi, Joyjit Chattoraj, Lucas Lestandi, Guoying Dong, Umesh Kizhakkinan, David William Rosen, Mark Hyunpong Jhon, My Ha Dao:
Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design. CoRR abs/2302.00557 (2023) - 2022
- [c3]Xavier Tan, Manna Dai, Joyjit Chattoraj, Yong Liu, Xinxing Xu, My Ha Dao, Feng Yang:
Airfoil Inverse Design using Conditional Generative Adversarial Networks. ICARCV 2022: 143-148 - [c2]Joyjit Chattoraj, Feng Yang, Chi-Wan Lim, Like Gobeawan, Xuan Liu, Venugopalan S. G. Raghavan:
Knowledge-Driven Transfer Learning for Tree Species Recognition. ICARCV 2022: 149-154 - [c1]Jian Cheng Wong, Chin Chun Ooi, Joyjit Chattoraj, Lucas Lestandi, Guoying Dong, Umesh Kizhakkinan, David William Rosen, Mark Hyunpong Jhon, My Ha Dao:
Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design. SSCI 2022: 1469-1475
Coauthor Index
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