Machine Intelligence and Complex Systems Lab

SJSU Engineering Success Day (April 2024) | Presenters: Alan Xu - Using Bi-LSTM Networks to Estimate Flight Engine Failures on the NASA C-MAPSS Simulator | Presenters: Akshay Kamath  - Denoising Self-attention Transformer Encoders for Battery Capacity Estimation | Presenters: Arnav Doshi - Fault Prediction of Hard Disks using Temporal Fusion Multi Aspect Self Attention Transformers 

SJSU College of Science Research Day  (April 2024) | Presenters: Rohan Mohapatra | TFMAST: Multi-Aspect Self-Attention Transformer with Learnable Positional Encoding for Hard Drive Failure Prediction | Presenters: Pooja Krishan | Adversarial Attacks and Defense Mechanisms in Multivariate Time-Series Forecasting for Applications in Smart and Connected Infrastructures | Presenters: Gaurav Shinde | De-SaTE: Denoising Self-attention Transformer Encoders for Li-ion Battery Health Prognostics

SJSU Innovation Showcase  (April 2024) | Presenter: Rohan Mohapatra | TFMAST: MULTI-ASPECT SELF-ATTENTION TRANSFORMER WITH LEARNABLE POSITIONAL ENCODING FOR HARD DRIVE FAILURE PREDICTION

Walmart Labs (October 2023)

H2O GenAI World Conference (November 2023)