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 680 篇，第 11 / 14 页

501. NeurIPS 2024How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
502. NeurIPS 2024How does PDE order affect the convergence of PINNs?
503. NeurIPS 2024How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
504. NeurIPS 2024Identifying Spatio-Temporal Drivers of Extreme Events
505. NeurIPS 2024Idiographic Personality Gaussian Process for Psychological Assessment
506. NeurIPS 2024Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
507. NeurIPS 2024Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient
508. NeurIPS 2024Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models
509. NeurIPS 2024Integrating GNN and Neural ODEs for Estimating Non-Reciprocal Two-Body Interactions in Mixed-Species Collective Motion
510. NeurIPS 2024Interaction-Force Transport Gradient Flows
511. NeurIPS 2024Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
512. NeurIPS 2024IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing
513. NeurIPS 2024KFNN: K-Free Nearest Neighbor For Crowdsourcing
514. NeurIPS 2024kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution
515. NeurIPS 2024Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
516. NeurIPS 2024Large Language Models Must Be Taught to Know What They Don’t Know
517. NeurIPS 2024Latent Neural Operator for Solving Forward and Inverse PDE Problems
518. NeurIPS 2024Learning 3D Garment Animation from Trajectories of A Piece of Cloth
519. NeurIPS 2024Learning Better Representations From Less Data For Propositional Satisfiability
520. NeurIPS 2024Learning Bregman Divergences with Application to Robustness
521. NeurIPS 2024Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
522. NeurIPS 2024Learning from Uncertain Data: From Possible Worlds to Possible Models
523. NeurIPS 2024Learning Infinitesimal Generators of Continuous Symmetries from Data
524. NeurIPS 2024Learning Macroscopic Dynamics from Partial Microscopic Observations
525. NeurIPS 2024Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation
526. NeurIPS 2024Learning rigid-body simulators over implicit shapes for large-scale scenes and vision
527. NeurIPS 2024Learning Structure-Aware Representations of Dependent Types
528. NeurIPS 2024Learning the Optimal Policy for Balancing Short-Term and Long-Term Rewards
529. NeurIPS 2024Learning to compute Gröbner bases
530. NeurIPS 2024Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
531. NeurIPS 2024Learning to Predict Structural Vibrations
532. NeurIPS 2024Learning-Augmented Priority Queues
533. NeurIPS 2024LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
534. NeurIPS 2024Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
535. NeurIPS 2024M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
536. NeurIPS 2024Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods
537. NeurIPS 2024MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
538. NeurIPS 2024MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models
539. NeurIPS 2024MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
540. NeurIPS 2024Microstructures and Accuracy of Graph Recall by Large Language Models
541. NeurIPS 2024Mirror and Preconditioned Gradient Descent in Wasserstein Space
542. NeurIPS 2024Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
543. NeurIPS 2024Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
544. NeurIPS 2024Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
545. NeurIPS 2024Monoculture in Matching Markets
546. NeurIPS 2024Monomial Matrix Group Equivariant Neural Functional Networks
547. NeurIPS 2024MotionCraft: Physics-Based Zero-Shot Video Generation
548. NeurIPS 2024Multiple Physics Pretraining for Spatiotemporal Surrogate Models
549. NeurIPS 2024Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking
550. NeurIPS 2024Mutual Information Estimation via $f$-Divergence and Data Derangements

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。