Sujan Ghimire

According to our database, Sujan Ghimire authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model.

Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz

Eng. Appl. Artif. Intell., 2024

Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.

Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya

Eng. Appl. Artif. Intell., 2024

Transforming Engineering Education Using Generative AI and Digital Twin Technologies.

Yu-Zheng Lin, Ahmed Hussain J. Alhamadah, Matthew William Redondo, Karan Himanshu Patel, Sujan Ghimire, Banafsheh Saber Latibari, Soheil Salehi, Pratik Satam

CoRR, 2024

Automated Hardware Logic Obfuscation Framework Using GPT.

Banafsheh Saber Latibari, Sujan Ghimire, Muhtasim Alam Chowdhury, Najmeh Nazari, Kevin Immanuel Gubbi, Houman Homayoun, Avesta Sasan, Soheil Salehi

CoRR, 2024

Transformers: A Security Perspective.

Banafsheh Saber Latibari, Najmeh Nazari, Muhtasim Alam Chowdhury, Kevin Immanuel Gubbi, Chongzhou Fang, Sujan Ghimire, Elahe Hosseini, Hossein Sayadi, Houman Homayoun, Soheil Salehi, Avesta Sasan

IEEE Access, 2024

Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis.

Richard C. Yarnell, Mousam Hossain, Raul Graterol, Ayush Pindoria, Sujan Ghimire, Muhtasim Alam Chowdhury, Soheil Salehi, Yu Bai, Ronald F. DeMara

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction.

Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari

Cogn. Comput., March, 2023

2022

Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia.

Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz

Eng. Appl. Artif. Intell., 2022

2021

Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm.

W. J. M. Lakmini Prarthana Jayasinghe, Ravinesh C. Deo, Afshin Ghahramani, Sujan Ghimire, Nawin Raj

IEEE Access, 2021