科学仿真论文趋势 2023–2026

PDE 与仿真加速

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 167 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

科学仿真论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
2023644216
202416115638
20252458845
2026251025868

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部科学仿真论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 45 篇，第 1 / 1 页

  1. CVPR 2025DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery
  2. CVPR 2025DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation
  3. CVPR 2025FreeSim: Toward Free-viewpoint Camera Simulation in Driving Scenes
  4. CVPR 2025MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research
  5. CVPR 2025Science-T2I: Addressing Scientific Illusions in Image Synthesis
  6. CVPR 2025SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
  7. CVPR 2025Towards Autonomous Micromobility through Scalable Urban Simulation
  8. CVPR 2025UrbanCAD: Towards Highly Controllable and Photorealistic 3D Vehicles for Urban Scene Simulation
  9. ICLR 2025Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models
  10. ICLR 2025Neural Fluid Simulation on Geometric Surfaces
  11. ICLR 2025Robust Simulation-Based Inference under Missing Data via Neural Processes
  12. ICLR 2025Semialgebraic Neural Networks: From roots to representations
  13. ICLR 2025Wavelet Diffusion Neural Operator
  14. ICML 2025Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
  15. ICML 2025BARNN: A Bayesian Autoregressive and Recurrent Neural Network
  16. ICML 2025Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems
  17. ICML 2025Latent Mamba Operator for Partial Differential Equations
  18. ICML 2025Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models
  19. ICML 2025SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
  20. ICML 2025Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
  21. ICML 2025Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers
  22. NeurIPS 2025A Plug-and-Play Query Synthesis Active Learning Framework for Neural PDE Solvers
  23. NeurIPS 2025AI-Researcher: Autonomous Scientific Innovation
  24. NeurIPS 2025Attention on the Sphere
  25. NeurIPS 2025Breaking the Discretization Barrier of Continuous Physics Simulation Learning
  26. NeurIPS 2025Bubbleformer: Forecasting Boiling with Transformers
  27. NeurIPS 2025CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates
  28. NeurIPS 2025Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
  29. NeurIPS 2025Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic Lobe
  30. NeurIPS 2025Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
  31. NeurIPS 2025Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models
  32. NeurIPS 2025From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs
  33. NeurIPS 2025Integration Matters for Learning PDEs with Backwards SDEs
  34. NeurIPS 2025LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
  35. NeurIPS 2025Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs
  36. NeurIPS 2025ML4CFD Competition: Results and Retrospective Analysis
  37. NeurIPS 2025NeurIPS should lead scientific consensus on AI policy
  38. NeurIPS 2025Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
  39. NeurIPS 2025Position: Biology is the Challenge Physics-Informed ML Needs to Evolve
  40. NeurIPS 2025Prompting as Scientific Inquiry
  41. NeurIPS 2025ReSim: Reliable World Simulation for Autonomous Driving
  42. NeurIPS 2025SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
  43. NeurIPS 2025SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation
  44. NeurIPS 2025SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound
  45. NeurIPS 2025WorldMem: Long-term Consistent World Simulation with Memory

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接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查科学仿真在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "scientific-simulation"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇科学仿真论文？
共 167 篇，按年份分别是 2023 年 16 篇、2024 年 38 篇、2025 年 45 篇、2026 年 68 篇。
NeurIPS 2026 有多少篇科学仿真论文？
NeurIPS 2026 有 25 篇科学仿真论文，上一届是 24 篇。
ICLR 2026 有多少篇科学仿真论文？
ICLR 2026 有 10 篇科学仿真论文，上一届是 5 篇。
ICML 2026 有多少篇科学仿真论文？
ICML 2026 有 25 篇科学仿真论文，上一届是 8 篇。
CVPR 2026 有多少篇科学仿真论文？
CVPR 2026 有 8 篇科学仿真论文，上一届是 8 篇。
哪个会议的科学仿真论文最多？
NeurIPS，2023–2026 年共 71 篇。

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