应用 · chemistry physics and earth sciences论文趋势 2023–2026

主要结论

• 应用 · chemistry physics and earth sciences论文从 2023 年的 293 篇增长到 2026 年的 1,217 篇，三年间扩大到约 4.2 倍。
• NeurIPS 是发应用 · chemistry physics and earth sciences论文最多的会议，2023–2026 年共 1,107 篇，占四个会议总量的 33%。
• 交叉方向里涨得最快的是多模态大模型：同时属于两个主题的论文从 2023 年的 3 篇增至 2026 年的 95 篇。
• 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 2；同组增长最快的应用 · health medicine是 61 倍，应用 · chemistry physics and earth sciences是 4.2 倍。

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

• NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
• ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
• ICLR 2026(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
• CVPR 2026AssemblyBench Physics-Aware Assembly of Complex Industrial Objects
• NeurIPS 2025A Partition Cover Approach to Tokenization
• ICML 2025A Machine Learning Approach to Duality in Statistical Physics
• ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
• CVPR 2025Accurate Differential Operators for Hybrid Neural Fields
• NeurIPS 2024$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
• ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
• ICLR 2024A Foundation Model for Error Correction Codes
• CVPR 2024EarthLoc: Astronaut Photography Localization by Indexing Earth from Space
• NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
• ICML 2023A Deep Conjugate Direction Method for Iteratively Solving Linear Systems
• ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
• CVPR 20233D Human Pose Estimation via Intuitive Physics
• NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
• ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
• ICLR 2026A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
• CVPR 2026Brewing Stronger Features Dual-Teacher Distillation for Multispectral Earth Observation

全部应用 · chemistry physics and earth sciences论文

共 455 篇，第 8 / 10 页

351. NeurIPS 2025Robust Neural Rendering in the Wild with Asymmetric Dual 3D Gaussian Splatting
352. NeurIPS 2025Role Bias in Diffusion Models: Diagnosing and Mitigating through Intermediate Decomposition
353. NeurIPS 2025Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping
354. NeurIPS 2025RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
355. NeurIPS 2025SAM2Flow: Interactive Optical Flow Estimation with Dual Memory for in vivo Microcirculation Analysis
356. NeurIPS 2025SAP: Exact Sorting in Splatting via Screen-Aligned Primitives
357. NeurIPS 2025ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion
358. NeurIPS 2025Scaling Physical Reasoning with the PHYSICS Dataset
359. NeurIPS 2025SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent
360. NeurIPS 2025scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
361. NeurIPS 2025SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
362. NeurIPS 2025Second-order Optimization under Heavy-Tailed Noise: Hessian Clipping and Sample Complexity Limits
363. NeurIPS 2025Seeing the Wind from a Falling Leaf
364. NeurIPS 2025Semi-supervised Vertex Hunting, with Applications in Network and Text Analysis
365. NeurIPS 2025ShapeEmbed: a self-supervised learning framework for 2D contour quantification
366. NeurIPS 2025Siegel Neural Networks
367. NeurIPS 2025Simultaneous Swap Regret Minimization via KL-Calibration
368. NeurIPS 2025Smooth and Flexible Camera Movement Synthesis via Temporal Masked Generative Modeling
369. NeurIPS 2025Solving and Learning Partial Differential Equations with Variational Q-Exponential Processes
370. NeurIPS 2025Solving Discrete (Semi) Unbalanced Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
371. NeurIPS 2025Solving Partial Differential Equations via Radon Neural Operator
372. NeurIPS 2025Sparta Alignment: Collectively Aligning Multiple Language Models through Combat
373. NeurIPS 2025Spectral Compressive Imaging via Chromaticity-Intensity Decomposition
374. NeurIPS 2025Spectral Convolutional Conditional Neural Process
375. NeurIPS 2025Spectral Perturbation Bounds for Low-Rank Approximation with Applications to Privacy
376. NeurIPS 2025SpiderSolver: A Geometry-Aware Transformer for Solving PDEs on Complex Geometries
377. NeurIPS 2025SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
378. NeurIPS 2025ST$^2$360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
379. NeurIPS 2025Stable Port-Hamiltonian Neural Networks
380. NeurIPS 2025STAR: A Benchmark for Astronomical Star Fields Super-Resolution
381. NeurIPS 2025STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
382. NeurIPS 2025Steering When Necessary: Flexible Steering Large Language Models with Backtracking
383. NeurIPS 2025Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding
384. NeurIPS 2025STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
385. NeurIPS 2025Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate
386. NeurIPS 2025StruDiCO: Structured Denoising Diffusion with Gradient-free Inference-stage Boosting for Memory and Time Efficient Combinatorial Optimization
387. NeurIPS 2025Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and Styles
388. NeurIPS 2025SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
389. NeurIPS 2025SurfelSplat: Learning Efficient and Generalizable Gaussian Surfel Representations for Sparse-View Surface Reconstruction
390. NeurIPS 2025SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
391. NeurIPS 2025SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
392. NeurIPS 2025Synthesizing Performance Constraints for Evaluating and Improving Code Efficiency
393. NeurIPS 2025Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
394. NeurIPS 2025T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models
395. NeurIPS 2025Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
396. NeurIPS 2025TAPIP3D: Tracking Any Point in Persistent 3D Geometry
397. NeurIPS 2025Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization
398. NeurIPS 2025Tensor Decomposition Networks for Accelerating Machine Learning Force Field Computations
399. NeurIPS 2025Test3R: Learning to Reconstruct 3D at Test Time
400. NeurIPS 2025TGA: True-to-Geometry Avatar Dynamic Reconstruction

常见问题

2023–2026 年四大会议一共有多少篇应用 · chemistry physics and earth sciences论文？

共 3,316 篇，按年份分别是 2023 年 293 篇、2024 年 680 篇、2025 年 1,126 篇、2026 年 1,217 篇。

NeurIPS 2026 有多少篇应用 · chemistry physics and earth sciences论文？

NeurIPS 2026 有 299 篇应用 · chemistry physics and earth sciences论文，上一届是 455 篇。

ICLR 2026 有多少篇应用 · chemistry physics and earth sciences论文？

ICLR 2026 有 373 篇应用 · chemistry physics and earth sciences论文，上一届是 297 篇。

ICML 2026 有多少篇应用 · chemistry physics and earth sciences论文？

ICML 2026 有 441 篇应用 · chemistry physics and earth sciences论文，上一届是 287 篇。

CVPR 2026 有多少篇应用 · chemistry physics and earth sciences论文？

CVPR 2026 有 104 篇应用 · chemistry physics and earth sciences论文，上一届是 87 篇。

哪个会议的应用 · chemistry physics and earth sciences论文最多？

NeurIPS，2023–2026 年共 1,107 篇。