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 83 篇，第 2 / 2 页

51. ICML 2023NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations
52. ICML 2023Neural Markov Jump Processes
53. ICML 2023NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition
54. ICML 2023On Penalty-based Bilevel Gradient Descent Method
55. ICML 2023On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
56. ICML 2023Optimal LP Rounding and Linear-Time Approximation Algorithms for Clustering Edge-Colored Hypergraphs
57. ICML 2023Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits
58. ICML 2023Partial Optimality in Cubic Correlation Clustering
59. ICML 2023PFGM++: Unlocking the Potential of Physics-Inspired Generative Models
60. ICML 2023Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
61. ICML 2023Quantum 3D Graph Learning with Applications to Molecule Embedding
62. ICML 2023Random Grid Neural Processes for Parametric Partial Differential Equations
63. ICML 2023Reconstructive Neuron Pruning for Backdoor Defense
64. ICML 2023Rotation and Translation Invariant Representation Learning with Implicit Neural Representations
65. ICML 2023Sampling random graph homomorphisms and applications to network data analysis
66. ICML 2023Sampling-based Nyström Approximation and Kernel Quadrature
67. ICML 2023SE(3) diffusion model with application to protein backbone generation
68. ICML 2023SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
69. ICML 2023Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning
70. ICML 2023Smooth Non-stationary Bandits
71. ICML 2023Stochastic Gradient Descent under Markovian Sampling Schemes
72. ICML 2023Stratified Adversarial Robustness with Rejection
73. ICML 2023SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
74. ICML 2023The Statistical Scope of Multicalibration
75. ICML 2023Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
76. ICML 2023Tight and fast generalization error bound of graph embedding in metric space
77. ICML 2023Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten
78. ICML 2023Training Deep Surrogate Models with Large Scale Online Learning
79. ICML 2023Uncertainty Estimation for Molecules: Desiderata and Methods
80. ICML 2023Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies
81. ICML 2023Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap
82. ICML 2023Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality
83. ICML 2023Width and Depth Limits Commute in Residual Networks

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。