Publications

History-Bootstrapped Flow Matching for Inverse Boiling Reconstruction

Xianwei Zou, Sheikh Md Shakeel Hassan, Arthur Feeney, Aparna Chandramowlishwaran

Under review

NUCLEUS: A Unified Model of Boiling with Mixture of Experts

Arthur Feeney, Xianwei Zou, Sheikh Md Shakeel Hassan, Siddhartha Rachabathuni, Aparna Chandramowlishwaran

Under review (ACM KDD 2026)

Bubbleformer: Forecasting Boiling with Transformers

Sheikh Md Shakeel Hassan, Xianwei Zou, Akash Dhruv, Vishwanath Ganesan, Aparna Chandramowlishwaran

NeurIPS 2025 · Spotlight Paper

BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning

Sheikh Md Shakeel Hassan*, Arthur Feeney*, Akash Dhruv, Jihoon Kim, Youngjoon Suh, Jaiyoung Ryu, Yoonjin Won, Aparna Chandramowlishwaran

NeurIPS 2023 · Spotlight Paper