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 1,107 篇，第 17 / 23 页

801. NeurIPS 2024Derivative-enhanced Deep Operator Network
802. NeurIPS 2024Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
803. NeurIPS 2024Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
804. NeurIPS 2024Differentially Private Equivalence Testing for Continuous Distributions and Applications
805. NeurIPS 2024DiffPhyCon: A Generative Approach to Control Complex Physical Systems
806. NeurIPS 2024DiffusionPDE: Generative PDE-Solving under Partial Observation
807. NeurIPS 2024Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
808. NeurIPS 2024Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
809. NeurIPS 2024Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search
810. NeurIPS 2024Drift-Resilient TabPFN: In-Context Learning Temporal Distribution Shifts on Tabular Data
811. NeurIPS 2024DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
812. NeurIPS 2024Dual Cone Gradient Descent for Training Physics-Informed Neural Networks
813. NeurIPS 2024Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss
814. NeurIPS 2024Dual-Personalizing Adapter for Federated Foundation Models
815. NeurIPS 2024EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
816. NeurIPS 2024Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
817. NeurIPS 2024EGODE: An Event-attended Graph ODE Framework for Modeling Rigid Dynamics
818. NeurIPS 2024Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
819. NeurIPS 2024Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
820. NeurIPS 2024Entropy testing and its application to testing Bayesian networks
821. NeurIPS 2024Estimating Epistemic and Aleatoric Uncertainty with a Single Model
822. NeurIPS 2024ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation
823. NeurIPS 2024Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
824. NeurIPS 2024FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
825. NeurIPS 2024Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
826. NeurIPS 2024FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation
827. NeurIPS 2024FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
828. NeurIPS 2024Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting
829. NeurIPS 2024Free-Rider and Conflict Aware Collaboration Formation for Cross-Silo Federated Learning
830. NeurIPS 2024From Biased to Unbiased Dynamics: An Infinitesimal Generator Approach
831. NeurIPS 2024From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization
832. NeurIPS 2024FUSE: Fast Unified Simulation and Estimation for PDEs
833. NeurIPS 2024G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
834. NeurIPS 2024Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning
835. NeurIPS 2024Generalization of Hamiltonian algorithms
836. NeurIPS 2024Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
837. NeurIPS 2024Generative Hierarchical Materials Search
838. NeurIPS 2024Generative Modeling of Molecular Dynamics Trajectories
839. NeurIPS 2024Geometric Analysis of Nonlinear Manifold Clustering
840. NeurIPS 2024GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts
841. NeurIPS 2024GFlowNet Assisted Biological Sequence Editing
842. NeurIPS 2024Global Convergence in Training Large-Scale Transformers
843. NeurIPS 2024Gradient-free Decoder Inversion in Latent Diffusion Models
844. NeurIPS 2024Gradients of Functions of Large Matrices
845. NeurIPS 2024Graph Diffusion Transformers for Multi-Conditional Molecular Generation
846. NeurIPS 2024Great Minds Think Alike: The Universal Convergence Trend of Input Salience
847. NeurIPS 2024HHD-GP: Incorporating Helmholtz-Hodge Decomposition into Gaussian Processes for Learning Dynamical Systems
848. NeurIPS 2024Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing
849. NeurIPS 2024HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
850. NeurIPS 2024How Diffusion Models Learn to Factorize and Compose

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。