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 1,126 篇，第 16 / 23 页

751. NeurIPS 2025Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
752. NeurIPS 2025ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
753. NeurIPS 2025Continuous Simplicial Neural Networks
754. NeurIPS 2025CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
755. NeurIPS 2025Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
756. NeurIPS 2025Covariate-moderated Empirical Bayes Matrix Factorization
757. NeurIPS 2025CrypticBio: A Large Multimodal Dataset for Visually Confusing Species
758. NeurIPS 2025Curly Flow Matching for Learning Non-gradient Field Dynamics
759. NeurIPS 2025Dataset Distillation of 3D Point Clouds via Distribution Matching
760. NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
761. NeurIPS 2025Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
762. NeurIPS 2025DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
763. NeurIPS 2025Deep Legendre Transform
764. NeurIPS 2025DeepHalo: A Neural Choice Model with Controllable Context Effects
765. NeurIPS 2025DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
766. NeurIPS 2025Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
767. NeurIPS 2025Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
768. NeurIPS 2025Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
769. NeurIPS 2025Detecting Data Deviations in Electronic Health Records
770. NeurIPS 2025DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
771. NeurIPS 2025DGH: Dynamic Gaussian Hair
772. NeurIPS 2025Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
773. NeurIPS 2025DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
774. NeurIPS 2025Discovering Compositional Hallucinations in LVLMs
775. NeurIPS 2025Discovering Symbolic Partial Differential Equation by Abductive Learning
776. NeurIPS 2025Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
777. NeurIPS 2025Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling
778. NeurIPS 2025Distributional Adversarial Attacks and Training in Deep Hedging
779. NeurIPS 2025Document Summarization with Conformal Importance Guarantees
780. NeurIPS 2025Don’t Give Up on Democratizing AI for the Wrong Reasons
781. NeurIPS 2025DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments
782. NeurIPS 2025DQVis Dataset: Natural Language to Biomedical Visualization
783. NeurIPS 2025DreamLight: Towards Harmonious and Consistent Image Relighting
784. NeurIPS 2025DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization
785. NeurIPS 2025Dual Alignment Framework for Few-shot Learning with Inter-Set and Intra-Set Shifts
786. NeurIPS 2025Dual-Res Tandem Mamba-3D: Bilateral Breast Lesion Detection and Classification on Non-contrast Chest CT
787. NeurIPS 2025DualEqui: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules
788. NeurIPS 2025DualMPNN: Harnessing Structural Alignments for High-Recovery Inverse Protein Folding
789. NeurIPS 2025DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs
790. NeurIPS 2025Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph Autoencoders
791. NeurIPS 2025Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
792. NeurIPS 2025Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
793. NeurIPS 2025Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
794. NeurIPS 2025Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
795. NeurIPS 2025DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding
796. NeurIPS 2025DynaNav: Dynamic Feature and Layer Selection for Efficient Visual Navigation
797. NeurIPS 2025DynaPhArM: Adaptive and Physics-Constrained Modeling for Target-Drug Complexes with Drug-Specific Adaptations
798. NeurIPS 2025E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
799. NeurIPS 2025E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
800. NeurIPS 2025EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale

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。