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 299 篇，第 1 / 6 页

1. NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
2. NeurIPS 2026$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
3. NeurIPS 2026ADA: Resolving Attribution Ambiguity in End-to-End Power System Dispatch via Two-Time-Scale Stochastic Approximation
4. NeurIPS 2026Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
5. NeurIPS 2026Alignment Collapse Under KV Cache Quantization: Diagnosis and Mitigation
6. NeurIPS 2026AlloGen: Conformation-Selective Binder Design with Differential State Scoring
7. NeurIPS 2026Announced Breaks Separate Conformal Reliability from Frequency Calibration
8. NeurIPS 2026AnyBokeh: Physics-Guided Any-to-Any Bokeh Editing with Optical Fingerprint Transfer
9. NeurIPS 2026AppCIF-Bench: An Application-Level Complex Instruction Following Benchmark for Large Language Models
10. NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
11. NeurIPS 2026Architecture-Embedded Physics Priors for Mitigating Spectral Bias in Physics-Informed Neural Networks
12. NeurIPS 2026Axiomatic World Modeling for Physics Reasoning
13. NeurIPS 2026Benchmarking Vietnamese Legal Knowledge of Large Language Models
14. NeurIPS 2026Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
15. NeurIPS 2026Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving
16. NeurIPS 2026Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
17. NeurIPS 2026Bottleneck Benchmark: Sequence Compression Under Controlled Difficulty and Fixed Latent Size
18. NeurIPS 2026Bounds on Extrapolation across Phase Transitions with Generalized Regression
19. NeurIPS 2026Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
20. NeurIPS 2026Breakeven complexity: A new perspective on neural partial differential equation solvers
21. NeurIPS 2026Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering
22. NeurIPS 2026Bridging Textual Profiles and Latent User Embeddings for Personalization
23. NeurIPS 2026C3: Long-Horizon Character Consistency via Causal-Continuous State Dynamics and Memory Rewriting
24. NeurIPS 2026Calibrated Target Noise Recovers Curvature from the Gradients
25. NeurIPS 2026Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators
26. NeurIPS 2026Chance-constrained Flow Matching for High-Fidelity Constraint-aware Generation
27. NeurIPS 2026Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
28. NeurIPS 2026Clustering with Weak Distance Oracles
29. NeurIPS 2026Compact SO(3) Equivariant Atomistic Foundation Models via Structural Pruning
30. NeurIPS 2026Computationally Efficient Replicable Learning of Parities and Applications
31. NeurIPS 2026Compute-optimal data scaling for neural surrogates via multi-fidelity training
32. NeurIPS 2026Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
33. NeurIPS 2026Conditional independence and graphical models for rankings
34. NeurIPS 2026Confidence-Based Diffusion Sampling with Geometric Readiness Awareness for Accelerated Structure-based Drug Design
35. NeurIPS 2026Conformal Prediction for Time-Dependent PDEs
36. NeurIPS 2026Constrained Bombieri Point Processes
37. NeurIPS 2026Continual Learning in Modern Hopfield Networks with an Application to Diffusion Models
38. NeurIPS 2026Counterfactual Maps: What They Are and How to Find Them
39. NeurIPS 2026Coupled Integral PINN for Discontinuity
40. NeurIPS 2026CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs
41. NeurIPS 2026CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
42. NeurIPS 2026CrystalREPA: Transferring Physical Priors from Universal MLIPs to Crystal Generative Models
43. NeurIPS 2026Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
44. NeurIPS 2026Decoupling Conversational Dynamics in Full-Duplex Spoken Models through Reinforcement Learning
45. NeurIPS 2026Democratizing Tool Learning with Environments Fully Simulated by a Free 8B Language Model
46. NeurIPS 2026Derivative-Informed Training of Neural Operators On-the-Fly via Sketched Tangent Consistency
47. NeurIPS 2026Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
48. NeurIPS 2026DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
49. NeurIPS 2026Diagnosing and Repairing Visual Collapse in Compact Medical Multimodal LLMs
50. NeurIPS 2026Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization

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。