Nirjhor Rouf

College of Engineering

Works (3)

Updated: January 27th, 2026 10:08

2025 article

A Conditional Diffusion Framework for Sample-Efficient Thermal Modeling in 3DICs

Dutta, S., Amin, F., Kashyap, P., Kannan, D., Panda, S., Rouf, N., & Franzon, P. D. (2025, October 19). (Vol. 10). Vol. 10.

By: S. Dutta n, F. Amin n, P. Kashyap* , D. Kannan n, S. Panda n, N. Rouf n, P. Franzon n 

topics (OpenAlex): Model Reduction and Neural Networks; Parallel Computing and Optimization Techniques; 3D IC and TSV technologies
Sources: NC State University Libraries, NC State University Libraries
Added: January 26, 2026

2024 article proceedings

Can Low-Rank Knowledge Distillation in LLMs be Useful for Microelectronic Reasoning?

By: N. Rouf n, F. Amin n & P. Franzon n 

author keywords: LLMs for EDA education; LLM fine-tuning; knowledge-distillation; RAG; Low-Rank adaptation
topics (OpenAlex): Semantic Web and Ontologies; Natural Language Processing Techniques; Rough Sets and Fuzzy Logic
Sources: Web Of Science, NC State University Libraries, Crossref
Added: January 13, 2025

2023 article

A Location-Independent Flood Prediction Model for Bangladesh's Rivers

Hasan, M. A., Rouf, N. T., Hossain, M. S., Latif, L. B., Tasnim, A., & Grzegorzek, M. (2023, November 6).

By: M. Hasan, N. Rouf n, M. Hossain *, L. Latif*, A. Tasnim & M. Grzegorzek *

author keywords: Flood Prediction; Random Forest; Data Augmentation; SMOTENC; Elbow Method
topics (OpenAlex): Flood Risk Assessment and Management; Hydrological Forecasting Using AI; Hydrology and Drought Analysis
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
13. Climate Action (OpenAlex)
Source: Web Of Science
Added: March 4, 2024

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