394 citations
- Abilene Christian UniversityUS76 papers
- Panjab UniversityIN76 papers
- University of California, RiversideUS76 papers
- University of JammuIN76 papers
- Variable Energy Cyclotron CentreIN76 papers
- Brookhaven National LaboratoryUS75 papers
- Stony Brook UniversityUS75 papers
- Texas A&M UniversityUS75 papers
- University of HoustonUS75 papers
- American University in CairoEG74 papers
- The Ohio State UniversityUS74 papers
- Czech Technical University in PragueCZ73 papers
269 papers
LLMs as Master Forgers: Generating Synthetic Time Series Data for Manufacturing
Mantek Singh, Jeshwanth Challagundla, Prateek Karnal +3
This paper presents a novel framework leveraging Large Language Models (LLMs) to generate synthetic time series data for manufacturing processes. Motivated by the scarcity of label…
Impact of interstitial carbon on local lattice distortions in CoCrFeMnNi high-entropy alloys
Alevtina Smekhova, Alexei Kuzmin, G. Mohan Muralikrishna +5
Here, we explore component-dependent local lattice distortions in polycrystalline, equiatomic, face-centered cubic CrMnFeCoNi high-entropy alloys and their modifications induced by…
A Step Towards Robust Unsupervised Domain Adaptation via Fine-Tuning and Reinforcement Learning
Sushant Dagaji Desale, Rahul Mishra, Ashutosh Kumar Sinha
Adversarial robustness in Unsupervised Domain Adaptation (UDA) remains a significant challenge due to noisy pseudo labels and inherent distributional shifts between the clean sourc…
A Reinforcement Learning Inspired Latent Yield Based Adaptive Algorithm Switching Mechanism
Jayprakash S. Nair, Jimson Mathew, Shivashankar B. Nair
Selecting the most suitable algorithm for a given problem instance remains a challenging task, particularly in online or dynamic environments where problem characteristics evolve o…
Electrochemical Performance of Gold Monolayers for Lithium-Ion Batteries: A First Principles Study
Ajay Kumar, Pritam Samanta, Prakash Parida
Being motivated by recent synthesis of a monolayer of gold, named goldene, from the nano-laminated ternary ceramic phase of Ti3AuC2, we are proposing two phases of goldene viz. gol…
Posterior-Calibrated Causal Circuits in Variational Autoencoders: Why Image-Domain Interpretability Fails on Tabular Data
Dip Roy, Rajiv Misra, Sanjay Kumar Singh +1
Although mechanism-based interpretability has generated an abundance of insight for discriminative network analysis, generative models are less understood -- particularly outside o…