Talks

Invited talks and presentations by HPC Forge researchers on scientific machine learning, scalable computing, and AI for physical systems.

History-Bootstrapped Flow Matching for Inverse Boiling Reconstruction

July 2026 · ICML
Xianwei Zou
Watch

Bubbleformer: Forecasting Boiling with Transformers

Dec 2025 · NeurIPS Spotlight
Shakeel Hassan
Watch

Unstructured Sparsity Meets Tensor Cores: Lessons from Sparse Attention and MoE

Oct 2025 · Simons Institute for the Theory of Computing
Aparna Chandramowlishwaran
Watch

Domain Decomposition meets Neural Operators: AI4Science at Scale

May 2024 · IAP Workshop on the Future of AI and Cloud Computing
Aparna Chandramowlishwaran
Watch

BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning

Dec 2023 · NeurIPS Spotlight
Shakeel Hassan and Arthur Feeney
Watch

Transferable Deep Learning Surrogates for Solving PDEs

May 2021 · SPCL_Bcast seminar, ETH Zurich
Aparna Chandramowlishwaran
Watch

Only Relative Speed Matters: Virtual Causal Profiling

Nov 2–6, 2020 · IFIP Performance
Behnam Pourghassemi
Watch

On the Limits of Parallelizing Convolutional Neural Networks on GPUs

Jul 14–16, 2020 · ACM Symposium on Parallelism in Algorithms and Architectures (SPAA)
Behnam Pourghassemi
Watch

How I Learned to Stop Worrying about User-Visible Endpoints and Love MPI

Jun 29 – Jul 2, 2020 · ACM International Conference on Supercomputing (ICS)
Rohit Zambre
Watch

CFDNet: A Deep Learning-Based Accelerator for Fluid Simulations

Jun 29 – Jul 2, 2020 · ACM International Conference on Supercomputing (ICS)
Octavi Obiols Sales
Watch