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 17 / 23 页

801. NeurIPS 2025ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals
802. NeurIPS 2025Energy Loss Functions for Physical Systems
803. NeurIPS 2025Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules
804. NeurIPS 2025Enhancing 3D Reconstruction for Dynamic Scenes
805. NeurIPS 2025Enhancing Bioactivity Prediction via Spatial Emptiness Representation of Protein-ligand Complex and Union of Multiple Pockets
806. NeurIPS 2025Enhancing LLM Watermark Resilience Against Both Scrubbing and Spoofing Attacks
807. NeurIPS 2025ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators
808. NeurIPS 2025ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality
809. NeurIPS 2025Estimating Hitting Times Locally at Scale
810. NeurIPS 2025Estimation of Stochastic Optimal Transport Maps
811. NeurIPS 2025Event-based HDR Structured Light
812. NeurIPS 2025Event-Driven Dynamic Scene Depth Completion
813. NeurIPS 2025Explore In-Context Message Passing Operator for Graph Neural Networks in A Mean Field Game
814. NeurIPS 2025Exploring and Leveraging Class Vectors for Classifier Editing
815. NeurIPS 2025FAIR Universe HiggsML Uncertainty Dataset and Competition
816. NeurIPS 2025FairDD: Fair Dataset Distillation
817. NeurIPS 2025FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design
818. NeurIPS 2025Fast Inference for Augmented Large Language Models
819. NeurIPS 2025Fast MRI for All: Bridging Access Gaps by Training without Raw Data
820. NeurIPS 2025Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
821. NeurIPS 2025Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling
822. NeurIPS 2025Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos
823. NeurIPS 2025Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling
824. NeurIPS 2025FIPER: Factorized Features for Robust Image Super-Resolution and Compression
825. NeurIPS 2025Flash Invariant Point Attention
826. NeurIPS 2025Flow Field Reconstruction with Sensor Placement Policy Learning
827. NeurIPS 2025FlowRefiner: A Robust Traffic Classification Framework against Label Noise
828. NeurIPS 2025FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators
829. NeurIPS 2025Force Prompting: Video Generation Models Can Learn And Generalize Physics-based Control Signals
830. NeurIPS 2025FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
831. NeurIPS 2025Fréchet Geodesic Boosting
832. NeurIPS 2025From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
833. NeurIPS 2025From Likelihood to Fitness: Improving Variant Effect Prediction in Protein and Genome Language Models
834. NeurIPS 2025From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy
835. NeurIPS 2025Functional Matching of Logic Subgraphs: Beyond Structural Isomorphism
836. NeurIPS 2025Fuse2Match: Training-Free Fusion of Flow, Diffusion, and Contrastive Models for Zero-Shot Semantic Matching
837. NeurIPS 2025Gaussian-Augmented Physics Simulation and System Identification with Complex Colliders
838. NeurIPS 2025GeGS-PCR: Fast and Robust Color 3D Point Cloud Registration with Two-Stage Geometric-3DGS Fusion
839. NeurIPS 2025GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture Preservation
840. NeurIPS 2025Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
841. NeurIPS 2025Generalizable Insights for Graph Transformers in Theory and Practice
842. NeurIPS 2025Generating Creative Chess Puzzles
843. NeurIPS 2025Generating Physically Sound Designs from Text and a Set of Physical Constraints
844. NeurIPS 2025Generative diffusion for perceptron problems: statistical physics analysis and efficient algorithms
845. NeurIPS 2025Generative Perception of Shape and Material from Differential Motion
846. NeurIPS 2025Geometric Mixture Models for Electrolyte Conductivity Prediction
847. NeurIPS 2025Geometry Aware Operator Transformer as an efficient and accurate neural surrogate for PDEs on arbitrary domains
848. NeurIPS 2025GeoRemover: Removing Objects and Their Causal Visual Artifacts
849. NeurIPS 2025GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction
850. NeurIPS 2025GeRaF: Neural Geometry Reconstruction from Radio Frequency Signals

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。