最近变动
Lawrence Livermore National Laboratory → Warp Sciences · Founding AI Architect
经历
现任
Warp Sciences新Founding AI Architect
曾任
Lawrence Livermore National Laboratory– 2026Director, AI Innovation Incubator (as of Aug 2025)- Lawrence Livermore National Laboratory– 2026Principal investigator, Cognitive Simulation Director's Initiative (as of Nov 2022)
- Lawrence Livermore National Laboratory– 2026Distinguished Member of the Technical Staff (on leave)
U.S. Department of Energy, Genesis MissionFounding Technical Director
论文
- Predicting fusion ignition at the National Ignition Facility with physics-informed deep learningScience 2025把模拟和以往实验数据结合进一个深度学习模型，在国家点火装置的一次聚变实验开打之前预测它的结果。
- Improved surrogates in inertial confinement fusion with manifold and cycle consistenciesPNAS 2020为惯性约束聚变模拟构建神经网络替代模型，同时预测图像和标量输出，并能从输出反推输入。
- Contemporary machine learning: a guide for practitioners in the physical sciencesarXiv 2017一篇写给物理学研究者的深度学习教程，以等离子体物理为例，讲如何让模型在没见过的数据上也站得住。
访谈与演讲
- 2025-12-15Hybrid Event: Using AI to Fast-Track
Scientific Breakthroughs · OpenAI Forum · 圆桌 ↗ - 2025-05-20AI at
the Lab · Big Ideas Lab · 播客 ↗ - 2024-11-12E015 - AI or Not - Brian Spears and
Pamela Isom · AI or Not · 播客 ↗ - 2024-07-13#197: AI, Fusion, and National Security with Lawrence Livermore's
Brian Spears · Eye On A.I. · 播客 ↗
出处最近变动: Xllnl.govllnl.gov/llnl-researchers-win-hpcwire-award-applx.com/bkspears9照片: events.ornl.gov