Haozhe Zhang
Modeling Engineer at Tesla · LLMs & Physics-based ML
Palo Alto, CA
USA
Hey, welcome to my page! đź‘‹
I’m a modeling engineer at Tesla, working at the intersection of physics-based modeling and machine learning for next-generation battery cells — theoretical and computational modeling, reinforcement learning for automation, and data-driven optimization at scale-up.
My background is heavy on physics. I’ve spent years working out closed-form theoretical solutions across mechanics and multi-physics fields — soft-hard material integration, stretchable metasurfaces, mechanical Janus structures, nanoconfined fluid mechanics. I pair the theory with hands-on engineering, so most of what I’ve built has gone end-to-end from the math to a working system.
Outside the day job, what pulls me from one thing to the next is curiosity and a long-running urge to build new things. I keep gravitating toward LLMs, agentic systems, RL training infrastructure, voice agents for narrow domains, and AI for hardware — all self-taught.
Before Tesla, I earned my PhD in mechanical engineering from the University of Virginia and a BS from the University of Science and Technology of China.
In my spare time, I enjoy traveling and playing Leagues.
news
| May 11, 2026 | Our new paper “BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD” is now on arXiv. arXiv:2605.10865. |
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| Mar 24, 2026 | Our paper “CADLoop: An Equivariant-Aware Skill-Grounded Loop for CAD Data Curation” has been accepted at NeXD 2026. |
| Nov 30, 2025 | Voice agent for stocks — prototype is up. |
| Nov 10, 2025 | Started building a personal voice agent for stock trading and news — implementation in news_agent. |
| Aug 15, 2025 | Our paper “A buckling mechanics model for pattern transformation of lattice superstructures assembled by soft-hard materials integrated units” has been published in ACS Applied Polymer Materials. |
| Apr 23, 2025 | Our paper “Degradation of Hydrogen Bonds Enormously Enhances Convective Heat Transfer in Nanofluidics” has been published in Nano Letters. Read it here. |
| Sep 20, 2024 | Our paper “Extremely durable electrical impedance tomography–based soft and ultrathin wearable e-skin for three-dimensional tactile interfaces” has been published in Science Advances. Read it here. |
| Feb 10, 2023 | Our paper “Mechanical Janus Structures by Soft–Hard Material Integration” has been published featured as inside cover. Here is the link. |
| Nov 10, 2022 | Our paper “Soft-hard material integration enabled programmable robotic locomotion” has been published on Applied Physics Letter. Here is the link. |