Shaowu Pan

❤️Thrilled to announce I’ve been awarded the NVIDIA Academic Grant Program! Grateful for the support advancing our GPU-accelerated research. #NVIDIAGrant

Very exciting trip to Ithaca and grateful for Sam Otto inviting me to give a graduate seminar at Cornell University.

Paper: arxiv.org/abs/2509.20374 (accepted by DMLR) Code: github.com/NLR-Theseus/cf…

LLMs can write poems, but can they solve CFD problems? CFDLLMBench puts them to the test: know the physics, configure/write runnable code, and actually converge. youtu.be/pyVPg_0fbKI

Why Friday afternoon :) ?

MCP is awesome until you realize the real bottleneck is *creating* tools, not *just* selecting them. Code2MCP is a multi-agent pipeline that turns a GitHub repo into a ready-to-use MCP service, with a self-correcting loop for reliability. openreview.net/forum?id=ghVs0… #NeurIPS2025

Fine-tuning for scientific tooling doesn’t have to be "millions of examples." FoamGPT curates a high-quality OpenFOAM dataset from 202 verified tutorial cases (~0.2k samples) and boosts execution success on CFDLLMBench: Qwen2.5-7B: 0 → 22.73%. ml4physicalsciences.github.io/2025/files/Neu… #SciML #CFD

Airfoil ML folks: want *transition* and *compressibility* in your training data (not just smooth fully-turbulent cases)? UniFoil releases 500k+ open RANS airfoil sims spanning transitional↔turbulent, incompressible↔transonic regimes. openreview.net/forum?id=eQYTo… #NeurIPS2025 #SciML

Ever wished "run this OpenFOAM CFD case" could be a *single prompt*? Foam-Agent 2.0 is an end-to-end multi-agent system (meshing via Gmsh/external meshes, HPC, ParaView post-viz) + hierarchical RAG + dependency-aware config generation. ml4physicalsciences.github.io/2025/files/Neu… #NeurIPS2025

Teaching compressible flow? I am surprised to find there isn't any decent educational tools online. So I built a quasi-1D nozzle simulator to make shocks, choked nozzle, expansion waves intuitive. It is interactive, browser-based: …asi-1d-nozzle-simulator.streamlit.app #RPI #Aerodynamics

Honored to have joined Rensselaer Polytechnic Institute’s Board of Trustees celebration last week with President Marty Schmidt ’81, PhD ’88 for the Google Research Scholar Award. Grateful for Google, my students, and collaborators. Onward! #RPI #Google @rpi @RPIEng

If you a Unix user and constantly type ls -lrth, rm -rf or grep in PowerShell and get yelled at by errors, here is my *powershell profile* to make Windows feel like home.✅ Real rm -rf behavior ✅ grep✅ head, tail, which, export✅ Git-aware prompt. github.com/pswpswpsw/unix… #Unix

@Tianyi2020 congrats Tianyi!

Thrilled to join Cornell Tech this fall, alongside an amazing cohort of new faculty! Excited to contribute to the community and the NYC innovation ecosystem. 🚡🚇🛳️

@Shady_3mad Emotionally, yes it is not pleasant. Technically, this comment would either turn out to be a true relevant work or false, which is a good exercise for thinking. Empirically, most of the time these comments end up with low correlation and it is the commentor's own imagination.

Is it just me, or is it annoying when someone shares/celebrates a new paper or achievement, and others immediately reply with their own work with comments like "You might find this relevant" or "We did this too"? I'm often like... Dude, chill. It's not a zero-sum game!

I am excited to introduce Foam-Agent, a multi-agent system that automates OpenFOAM-based CFD simulations from natural language inputs. With Achieves an 83.6% success rate (much over existing baseline). arxiv.org/abs/2505.04997 #AI #CFD #Automation #OpenFOAM