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Show HN: TAMX – Personal Tamagotchi
口袋级ESP32掌机，集Wi-Fi探测、AI对话、科学计算与PPT遥控于一身，好玩又实用。
While scrolling reddit, I always find developer building cool stuffs using hardware. I want to build one for me... So, Meet TAMX: A pocket-sized ESP32…
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Improving Auto-Design of Neural PDE Solvers with a Domain-Specific Language
领域专用语言加持，自动设计神经PDE求解器，AI解偏微分方程正变得更高效精准
arXiv:2608.04384v1 Announce Type: new Abstract: Neural PDE solver auto-design is fundamentally a search-space representation problem. In the space of …
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Operator learning for models of tear film breakup
用深度学习中的算子学习方法高效模拟泪膜破裂这一复杂物理过程，为生物流体力学提供了新工具。
arXiv:2601.08001v2 Announce Type: replace-cross Abstract: Tear film (TF) breakup is a key driver of understanding dry eye disease, yet estimating TF t…
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Agentic Calibration of Grey-Box Simulation Models: An LLM-Driven Alternative
用大语言模型驱动代理agent替代传统校准方法，实现灰盒仿真模型的精准校准，打开科学计算新思路。
arXiv:2607.18308v1 Announce Type: cross Abstract: Calibration of grey-box simulation models is a constrained optimization problem in which model evalu…
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Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging
新基准Imaging-101系统评估LLM编码代理在科学计算成像上的表现，揭示当前模型能力边界。
arXiv:2607.10789v1 Announce Type: new Abstract: Computational imaging, which recovers hidden signals from indirect, noisy measurements, underpins quan…
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Bifidelity Parameter Estimation Using Conditional Diffusion Models
基于条件扩散模型的双保真参数估计新方法，融合高低保真数据提升推断精度与效率。
arXiv:2504.01894v2 Announce Type: replace Abstract: We present a bifidelity method for uncertainty quantification of parameter estimates in complex sy…
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ChemGraph-XANES: An Agentic Framework for XANES Simulation and Curation
用AI代理自动完成XANES谱模拟与数据整理，材料表征从此告别手动调参
arXiv:2604.16205v2 Announce Type: replace-cross Abstract: Computational X-ray absorption near-edge structure (XANES) is widely used to interpret local…
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Metal-Sci: A Scientific Compute Benchmark for Evolutionary LLM Kernel Search on Apple Silicon
专为Apple Silicon打造的LLM内核搜索基准，让科学计算性能优化更有据可依
arXiv:2605.09708v2 Announce Type: replace Abstract: We present Metal-Sci, a 10-task benchmark of scientific Apple Silicon Metal compute kernels spanni…
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Operator Learning for Cubic Nonlinear Schr\"odinger Equation on Periodic Domains
将机器学习与偏微分方程结合，用算子学习破解周期域上的三次非线性薛定谔方程，开启科学计算新范式。
arXiv:2606.27459v1 Announce Type: new Abstract: We consider the cubic nonlinear Schr\"odinger (NLS) equation on two-dimensional flat tori with varying…
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LieSolver: PDE-Constrained Learning for IBVPs via Lie Symmetries
李对称性赋能科学计算，新型求解器提升PDE学习精度与效率。
arXiv:2510.25731v2 Announce Type: replace-cross Abstract: Initial-boundary value problems (IBVPs) provide the essential framework for modelling a wide…
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Mosaic: A Benchmark Suite for Differentiable Physics Solvers
首个针对可微物理求解器的系统基准，覆盖流体与优化场景，是验证求解器性能的重要参考。
arXiv:2606.27895v1 Announce Type: cross Abstract: Differentiable partial differential equation (PDE) solvers underpin solver-in-the-loop ML training, …
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matten Introduction: A family-car tensor library for Rust
Rust 生态迎来轻量多维数组库 matten，专为科学计算与深度学习场景打造，值得一试。
I recently published matten , a small Rust library for working with multidimensional arrays. This is the first of four short posts introducing it. Thi…
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Sampling sea state using a diffusion model
用扩散模型生成海况样本，为海洋工程提供高效可靠的随机海面模拟新方法。
arXiv:2606.26389v1 Announce Type: cross Abstract: Sea state prediction is essential for operational maritime applications and coupled earth system mod…
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Inverse Problem for Partial Differential Equations with Jump Discontinuities in Coefficients by Two-stage Physics-Informed Deep Learning and Statistical Mixture Models
双阶段物理信息神经网络破解系数跳变反问题，统计混合模型加持，科学计算新突破。
arXiv:2510.14656v2 Announce Type: replace-cross Abstract: This work proposes a two-stage physics-informed deep learning framework that combines neural…
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GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
用Swin Transformer打造5D代理模型，把核聚变等离子体湍流模拟速度拉满，AI+物理的硬核突破。
arXiv:2510.07314v3 Announce Type: replace-cross Abstract: Nuclear fusion plays a pivotal role in the quest for reliable and sustainable energy product…
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NVIDIA Vera Rubin NVL4 平台 2026Q4 上市：科学计算模拟性能是 Grace Hopper 四倍
IT之家 6 月 23 日消息，NVIDIA（英伟达）当地时间 22 日宣布，基于 Vera Rubin NVL4 平台的系统预计将于 2026Q4 通过全球系统制造商上市。 Vera Rubin NVL4“托盘” 结合了 4 颗 Rubin GPU 和 2 颗 Vera CPU ，GPU-GPU …
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From Paper to Program: Knowledge Externalization for AI-Assisted Quantum Many-Body Code Generation
LLM写科学代码时，依赖隐式约定的正确性比显式方程更脆弱，这篇论文将问题框架化为知识外化。
arXiv:2604.04089v3 Announce Type: replace-cross Abstract: Large language models can write scientific code, but direct paper-to-program translation rem…
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GPT-Based Fast Simulation of CLAS12 Detector Hits via Conditional Autoregressive Generation
用GPT做物理探测器模拟？论文提出条件自回归生成方法，加速CLAS12探测器响应仿真，AI与高能物理的跨界创新。
arXiv:2606.16035v1 Announce Type: cross Abstract: Modern particles physics experiments have demonstrated an increasing need for fast, high-fidelity de…
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Wolfram Language 15
Wolfram Language 15 新版本发布，专为人类与AI智能体打造的强大计算语言，值得开发者关注。
Computational language built for humans and AI agents Discussion | Link
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Structuring agentic AI for HPC code modernization
利用agentic AI自动化HPC遗留代码的并行化与迁移，为科研软件工程提速。
arXiv:2606.08710v1 Announce Type: cross Abstract: Modernization of legacy scientific codes is often necessary to keep up with the ever-evolving change…