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

77 papers, page 1 of 2

1. NeurIPS 2023$H$-Consistency Bounds: Characterization and Extensions
2. NeurIPS 20233D-IntPhys: Towards More Generalized 3D-grounded Visual Intuitive Physics under Challenging Scenes
3. NeurIPS 2023A Causal Framework for Decomposing Spurious Variations
4. NeurIPS 2023A Spectral Theory of Neural Prediction and Alignment
5. NeurIPS 2023Anonymous and Copy-Robust Delegations for Liquid Democracy
6. NeurIPS 2023ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
7. NeurIPS 2023Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
8. NeurIPS 2023Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces
9. NeurIPS 2023CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
10. NeurIPS 2023CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation
11. NeurIPS 2023Class-Conditional Conformal Prediction with Many Classes
12. NeurIPS 2023Clifford Group Equivariant Neural Networks
13. NeurIPS 2023Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
14. NeurIPS 2023D-CIPHER: Discovery of Closed-form Partial Differential Equations
15. NeurIPS 2023Deconstructing Data Reconstruction: Multiclass, Weight Decay and General Losses
16. NeurIPS 2023Deep Equilibrium Based Neural Operators for Steady-State PDEs
17. NeurIPS 2023DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation
18. NeurIPS 2023DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
19. NeurIPS 2023Diffusion Schrödinger Bridge Matching
20. NeurIPS 2023Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability
21. NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
22. NeurIPS 2023Domain Agnostic Fourier Neural Operators
23. NeurIPS 2023Efficient Sampling of Stochastic Differential Equations with Positive Semi-Definite Models
24. NeurIPS 2023End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
25. NeurIPS 2023Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
26. NeurIPS 2023Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
27. NeurIPS 2023Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
28. NeurIPS 2023Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation
29. NeurIPS 2023Finite-Time Analysis of Single-Timescale Actor-Critic
30. NeurIPS 2023FouriDown: Factoring Down-Sampling into Shuffling and Superposing
31. NeurIPS 2023GAUCHE: A Library for Gaussian Processes in Chemistry
32. NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
33. NeurIPS 2023Geometric Algebra Transformer
34. NeurIPS 2023Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
35. NeurIPS 2023Gradient Informed Proximal Policy Optimization
36. NeurIPS 2023High-dimensional Asymptotics of Denoising Autoencoders
37. NeurIPS 2023Individual Arbitrariness and Group Fairness
38. NeurIPS 2023Inferring Hybrid Neural Fluid Fields from Videos
39. NeurIPS 2023Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
40. NeurIPS 2023InsActor: Instruction-driven Physics-based Characters
41. NeurIPS 2023Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
42. NeurIPS 2023Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
43. NeurIPS 2023Lie Point Symmetry and Physics-Informed Networks
44. NeurIPS 2023Matrix Compression via Randomized Low Rank and Low Precision Factorization
45. NeurIPS 2023Meek Separators and Their Applications in Targeted Causal Discovery
46. NeurIPS 2023Multiclass Boosting: Simple and Intuitive Weak Learning Criteria
47. NeurIPS 2023Near-Linear Time Algorithm for the Chamfer Distance
48. NeurIPS 2023Neural Ideal Large Eddy Simulation: Modeling Turbulence with Neural Stochastic Differential Equations
49. NeurIPS 2023NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications
50. NeurIPS 2023OceanBench: The Sea Surface Height Edition

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.