Search

Your search keyword '"Kumar, Akhilesh"' showing total 1,784 results
Start Over Author "Kumar, Akhilesh"
1,784 results on '"Kumar, Akhilesh"'

32. Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model

Author

Lin, Yu-Chen, Kumar, Akhilesh, Chang, Norman, Zhang, Wenliang, Zakir, Muhammad, Apte, Rucha, He, Haiyang, Wang, Chao, and Jang, Jyh-Shing Roger

Subjects
Computer Science - Computation and Language, Computer Science - Software Engineering
Abstract

We present four main contributions to enhance the performance of Large Language Models (LLMs) in generating domain-specific code: (i) utilizing LLM-based data splitting and data renovation techniques to improve the semantic representation of embeddings' space; (ii) introducing the Chain of Density for Renovation Credibility (CoDRC), driven by LLMs, and the Adaptive Text Renovation (ATR) algorithm for assessing data renovation reliability; (iii) developing the Implicit Knowledge Expansion and Contemplation (IKEC) Prompt technique; and (iv) effectively refactoring existing scripts to generate new and high-quality scripts with LLMs. By using engineering simulation software RedHawk-SC as a case study, we demonstrate the effectiveness of our data pre-processing method for expanding and categorizing scripts. When combined with IKEC, these techniques enhance the Retrieval-Augmented Generation (RAG) method in retrieving more relevant information, ultimately achieving a 73.33% "Percentage of Correct Lines" for code generation problems in MapReduce applications.

Published
2023

40. Health States Estimation and Prediction of Failure Occurrence Time of Rolling Element Bearing Using Hidden Markov Model

Author

Gupta, Suraj, Vasu, Katravath, Maiti, Jhareswar, Kumar, Akhilesh, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Biele, Cezary, editor, Kopeć, Wiesław, editor, Możaryn, Jakub, editor, Owsiński, Jan W., editor, Romanowski, Andrzej, editor, and Sikorski, Marcin, editor

Published
2024
Full Text
View/download PDF

42. Thermal Analysis of Laminar Heat Transfer in Double-Layer Micro-Channel Heat Sink with Different Cross-Section

Author

Kumar, Akhilesh, Singh, Ravi Ranjan, Sinha, Mrityunjay K., Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A.M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Kumar, Deepak, editor, Sahoo, Vineet, editor, Mandal, Ashok Kumar, editor, and Shukla, Karunesh Kumar, editor

Published
2024
Full Text
View/download PDF

43. Design of L-Shape Slot Loaded Rectangular Microstrip Patch Antenna for IoT/WLAN/WiMAX Applications

Author

Verma, Ramesh Kumar, Kumar, Akhilesh, Pattanayak, Prabina, Chauhan, Puspraj Singh, Bali, Vikram, Mathur, Sonali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Kaiser, M. Shamim, editor, Singh, Raghvendra, editor, Bandyopadhyay, Anirban, editor, Mahmud, Mufti, editor, and Ray, Kanad, editor

Published
2024
Full Text
View/download PDF

45. Assessment of Sustainable Public Transportation Provisions in Himachal Pradesh, India

Author

Poddar, Arunava, Kumar, Akhilesh, Nautiyal, Akhilesh, Yadav, Amit Kumar, di Prisco, Marco, Series Editor, Chen, Sheng-Hong, Series Editor, Vayas, Ioannis, Series Editor, Kumar Shukla, Sanjay, Series Editor, Sharma, Anuj, Series Editor, Kumar, Nagesh, Series Editor, Wang, Chien Ming, Series Editor, Nagabhatla, Nidhi, editor, Mehta, Yusuf, editor, Yadav, Brijesh Kumar, editor, Behl, Ambika, editor, and Kumari, Madhuri, editor

Published
2024
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results