Experimental validation of statistical algorithm for diagnosis of damage fault. - Amar Kumar; Amiya Nayak; Alka Srivastava; Nita Goel (CCECE, 2009)

Model-free approach and methodology for data anomaly detection for real time diagnostic solution. - Amar Kumar; Alka Srivastava; Nita Goel; Amiya Nayak (CCECE, 2010)

Environmental impact on optimization analysis for standalone and hybrid power generating units. - Amar Kumar; Marzia Zaman; Nita Goel; Nishith Goel; Ron Church (CCECE, 2011)

Realtime diagnostic prognostic solution for life cycle management of thermomechanical system. - Bhavaye Saxena; Amar Kumar; Alka Srivastava; Alok Goel (CCECE, 2011)

Real time data anomaly detection in operating engines by statistical smoothing technique. - Amar Kumar; Alka Srivastava; Nita Bansal; Alok Goel (CCECE, 2012)

Gas turbine engine operational data analysis for anomaly detection: Statistical vs. neural network approach. - Amar Kumar; Avisekh Banerjee; Alka Srivastava; Nita Goel; Alok Goel (CCECE, 2013)

Prediction of exhaust gas temperature in GTE by multivariate regression analysis and anomaly detection. - Amar Kumar; Avisekh Banerjee; Alka Srivastava; Nita Goel (CCECE, 2014)

Exhaust gas temperature data prediction by autoregressive models. - Amar Kumar; Alka Srivastava; Nita Goel; Jon McMaster (CCECE, 2015)

Energy Conservation Perspective for Recharging Cell Phone Battery Utilizing Speech Through Piezoelectric System. - Ashish Tiwary; Yashraj; Amar Kumar; Mandeep Biruly (IBICA, 2019)

Data-Driven Model Selection Study for Long-Term Performance Deterioration of Gas Turbines. - Yuan Liu; Avisekh Banerjee; Houman Hanachi; Amar Kumar (ICPHM, 2019)

High Extinction Ratio and Broadband O-Band Polarization Splitter and Rotator on Silicon-on-Insulator. - Eslam El-Fiky; Yun Wang; Santiago Bernal; Claude Gamache; Eric Panorel; Amar Kumar; Alireza Samani; Maxime Jacques; Ping-Chiek Koh; David V. Plant (OFC, 2019)

Highly Sensitive, 112 Gb/s O-Band Waveguide Coupled Silicon-Germanium Avalanche Photodetectors. - Alireza Samani; Olivier Carpentier; Eslam El-Fiky; Maxime Jacques; Amar Kumar; Yun Wang; Laurent Guenin; Claude Gamache; Ping-Chiek Koh; David V. Plant (OFC, 2019)

Data-Driven Performance Prediction Using Gas Turbine Sensory Signals. - Thambirajah Ravichandran; Yuan Liu; Amar Kumar; Alka Srivastava; Houman Hanachi; Glenn R. Heppler (CCECE, 2020)

Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers. - Amar Kumar; Anjun Hu; Brennan Nichyporuk; Jean-Pierre R. Falet; Douglas L. Arnold; Sotirios A. Tsaftaris; Tal Arbel (AIIIMA/MIABID@MICCAI, 2022)

Debiasing Counterfactuals in the Presence of Spurious Correlations. - Amar Kumar; Nima Fathi; Raghav Mehta; Brennan Nichyporuk; Jean-Pierre R. Falet; Sotirios A. Tsaftaris; Tal Arbel (CLIP/FAIMI/EPIMI@MICCAI, 2023)

COVID QA Network: A Specific Case of Biomedical Question Answering. - Amar Kumar; Rupal Bhargava; Manoj Jayabalan (DeSE, 2023)

Convolutional Neural Networks for Gas Turbine Exhaust Gas Temperature and Power Predictions. - Thiagarajan Ravichandran 001; Yuan Liu; Amar Kumar; Alka Srivastava (ICPHM, 2023)

DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations. - Nima Fathi; Amar Kumar; Brennan Nichyporuk; Mohammad Havaei; Tal Arbel (MIDL, 2024)

Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging. - Amar Kumar; Anita Kriz; Barak Pertzov; Tal Arbel (CVPR Workshops, 2025)

Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation. - Zahra Tehraninasab; Amar Kumar; Tal Arbel (CVPR Workshops, 2025)

The role of AI for MRI-analysis in multiple sclerosis - A brief overview. - Jean-Pierre R. Falet; Steven Nobile; Aliya Szpindel; Berardino Barile; Amar Kumar; Joshua Durso-Finley; Tal Arbel; Douglas L. Arnold (Frontiers Artif. Intell., 2025)

PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion. - Amar Kumar; Anita Kriz; Mohammad Havaei; Tal Arbel (CoRR, 2025)

RL4Med-DDPO: Reinforcement Learning for Controlled Guidance Towards Diverse Medical Image Generation using Vision-Language Foundation Models. - Parham Saremi; Amar Kumar; Mohammed Mohammed; Zahra Tehraninasab; Tal Arbel (CoRR, 2025)

Pixel Perfect MegaMed: A Megapixel-Scale Vision-Language Foundation Model for Generating High Resolution Medical Images. - Zahra Tehraninasab; Amar Kumar; Tal Arbel (CoRR, 2025)

AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation. - Nima Fathi; Amar Kumar; Tal Arbel (CoRR, 2025)