Applications · chemistry physics and earth sciences papers, 2023–2026

Key findings

• Applications · chemistry physics and earth sciences went from 293 papers in 2023 to 1,217 in 2026, roughly 4.2x in three years.
• NeurIPS publishes the most Applications · chemistry physics and earth sciences work: 1,107 papers from 2023 to 2026, 33% of the four-venue total.
• The fastest-growing overlap is with Multimodal LLMs: papers tagged with both rose from 3 in 2023 to 95 in 2026.
• Among the 10 topics under Application Domains, it ranks #2 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.2x here.

Representative papers

Spread across years and venues so every edition shows up

• 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

All Applications · chemistry physics and earth sciences papers

1,126 papers, page 2 of 23

51. CVPR 2025Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems
52. CVPR 2025Learning Physics-Based Full-Body Human Reaching and Grasping from Brief Walking References
53. CVPR 2025Light3R-SfM: Towards Feed-forward Structure-from-Motion
54. CVPR 2025MARBLE: Material Recomposition and Blending in CLIP-Space
55. CVPR 2025Matrix-Free Shared Intrinsics Bundle Adjustment
56. CVPR 2025MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing
57. CVPR 2025MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
58. CVPR 2025Model Diagnosis and Correction via Linguistic and Implicit Attribute Editing
59. CVPR 2025NTR-Gaussian: Nighttime Dynamic Thermal Reconstruction with 4D Gaussian Splatting Based on Thermodynamics
60. CVPR 2025Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model
61. CVPR 2025PBR-NeRF: Inverse Rendering with Physics-Based Neural Fields
62. CVPR 2025PGC: Physics-Based Gaussian Cloth from a Single Pose
63. CVPR 2025PhyS-EdiT: Physics-aware Semantic Image Editing with Text Description
64. CVPR 2025PhysAnimator: Physics-Guided Generative Cartoon Animation
65. CVPR 2025Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater
66. CVPR 2025Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding
67. CVPR 2025POMP: Physics-consistent Motion Generative Model through Phase Manifolds
68. CVPR 2025Prof. Robot: Differentiable Robot Rendering Without Static and Self-Collisions
69. CVPR 2025Rethinking Personalized Aesthetics Assessment: Employing Physique Aesthetics Assessment as An Exemplification
70. CVPR 2025Segment Any Motion in Videos
71. CVPR 2025Segment Anything, Even Occluded
72. CVPR 2025Segmenting Maxillofacial Structures in CBCT Volumes
73. CVPR 2025SFDM: Robust Decomposition of Geometry and Reflectance for Realistic Face Rendering from Sparse-view Images
74. CVPR 2025Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion
75. CVPR 2025ShowMak3r: Compositional TV Show Reconstruction
76. CVPR 2025SimAvatar: Simulation-Ready Avatars with Layered Hair and Clothing
77. CVPR 2025SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization
78. CVPR 2025T-FAKE: Synthesizing Thermal Images for Facial Landmarking
79. CVPR 2025The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf
80. CVPR 2025The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion
81. CVPR 2025The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
82. CVPR 2025Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns
83. CVPR 2025Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
84. CVPR 2025UniPhy: Learning a Unified Constitutive Model for Inverse Physics Simulation
85. CVPR 2025Vid2Sim: Generalizable, Video-based Reconstruction of Appearance, Geometry and Physics for Mesh-free Simulation
86. CVPR 2025VoteFlow: Enforcing Local Rigidity in Self-Supervised Scene Flow
87. CVPR 2025WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
88. ICLR 20253DMolFormer: A Dual-channel Framework for Structure-based Drug Discovery
89. ICLR 2025A new framework for evaluating model out-of-distribution generalisation for the biochemical domain
90. ICLR 2025A Periodic Bayesian Flow for Material Generation
91. ICLR 2025A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics
92. ICLR 2025A Second-Order Perspective on Model Compositionality and Incremental Learning
93. ICLR 2025A Simple yet Effective $\Delta\Delta G$ Predictor is An Unsupervised Antibody Optimizer and Explainer
94. ICLR 2025A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations
95. ICLR 2025Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport
96. ICLR 2025Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research
97. ICLR 2025Accelerating Neural ODEs: A Variational Formulation-based Approach
98. ICLR 2025Accurate and Scalable Graph Neural Networks via Message Invariance
99. ICLR 2025Active Learning for Neural PDE Solvers
100. ICLR 2025AdaManip: Adaptive Articulated Object Manipulation Environments and Policy Learning

FAQ

How many Applications · chemistry physics and earth sciences papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

3,316 in total: 293 in 2023, 680 in 2024, 1,126 in 2025, 1,217 in 2026.

How many Applications · chemistry physics and earth sciences papers are at NeurIPS 2026?

NeurIPS 2026 has 299 Applications · chemistry physics and earth sciences papers, versus 455 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICLR 2026?

ICLR 2026 has 373 Applications · chemistry physics and earth sciences papers, versus 297 the year before.

How many Applications · chemistry physics and earth sciences papers are at ICML 2026?

ICML 2026 has 441 Applications · chemistry physics and earth sciences papers, versus 287 the year before.

How many Applications · chemistry physics and earth sciences papers are at CVPR 2026?

CVPR 2026 has 104 Applications · chemistry physics and earth sciences papers, versus 87 the year before.

Which conference publishes the most Applications · chemistry physics and earth sciences papers?

NeurIPS, with 1,107 papers from 2023 to 2026.