Publications

Jowaria Khan, Elizabeth Bondi-Kelly (2026). Tangent Schrödinger Bridge Matching: Learning Stochastic Transport with Mechanistic Sensitivities. In NeurIPS, AI for Stochastic Dynamics [Under review at ICLR 2027].

Jowaria Khan, Anindya Sarkar, Yevgeniy Vorobeychik, Elizabeth Bondi-Kelly (2026). Adapting Actively on the Fly: Relevance-Guided Online Meta-Learning with Latent Concepts for Geospatial Discovery. In NeurIPS (Main Track).

Susanne Gaube, Ekaterina Jussupow, Eesha Kokje, Timo Koch, Jowaria Khan, Elizabeth Bondi-Kelly, Andreas Schicho, Felipe Campos Kitamura, Timur Ezer, Jürgen Mottok (2026). Examining Reliance Patterns on AI Advice in Medical Imaging: A Mixed-Methods Randomized Crossover Experiment. In The Lancet Digital Health.

Jowaria Khan, Alexa Friedman, Sydney Evans, Rachel Klein, Runzi Wang, Katherine E. Manz, Kaley Beins, David Q. Andrews, Elizabeth Bondi-Kelly (2026). FOCUS on Contamination: Hydrology-Informed Noise-Aware Learning for Geospatial PFAS Mapping. In ICLR, Machine Learning for Remote Sensing [Spotlight Oral — ~ 10% acceptance, Best Paper Award] [Under review at AAAI 2027].

Jowaria Khan, David Andrews, Kaley Beins, Sydney Evans, Alexa Friedman, Elizabeth Bondi-Kelly (2024). AI-Driven Predictive Modeling of PFAS Contamination in Aquatic Ecosystems: Exploring A Geospatial Approach. In NeurIPS, Climate Change AI.

Diaa Addeen Abuhani, Maya Haj Hussain, Jowaria Khan, Mohamed ElMohandes, Imran Zualkernan (2023). Crop and Weed Detection in Sunflower and Sugarbeet fields Using Single Shot Detectors. In IEEE COINS.

Maya Haj Hussain, Diaa Addeen Abuhani, Jowaria Khan, Mohamed ElMohandes, Imran Zualkernan, Tarig Ali (2023). A Light-weight Cropland Mapping Model Using Satellite Imagery. In MDPI Sensors.

Diaa Addeen Abuhani, Jowaria Khan, Hana Sulieman (2023). Detecting Vitamin A Deficiency in Schoolchildren Using an Enhanced Explainable Machine Learning Model. In IEEE ASET.

Imran Zualkernan, Diaa Addeen Abuhani, Maya Haj Hussain, Jowaria Khan, Mohamed ElMohandes (2023). Machine Learning for Precision Agriculture Using Imagery from Unmanned Aerial Vehicles (UAVs): A Survey. In MDPI Sensors.

Nadeen Ahmed, Jowaria Khan, Nouran Sheta, Rahma Tarek, Imran Zualkernan, Fadi Aloul (2022). Detecting Replay Attack on Voice-Controlled Systems using Small Neural Networks. In IEEE RTSI.