Jayant Kalagnanam

AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance

arXiv 2025

FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes

arXiv 2025

Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series

arXiv 2024

TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting

arXiv 2023

A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

arXiv 2022

Arindam Jati

Dhaval Patel

Nam H. Nguyen

Phanwadee Sinthong

Shuxin Lin

Vijay Ekambaram

Chandra Reddy

Christodoulos Constantinides

Claudio Guerrero

Fearghal O'Donncha