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

164 papers, page 1 of 4

1. ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
2. ICML 2024A fast algorithm to simulate nonlinear resistive networks
3. ICML 2024A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
4. ICML 2024A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
5. ICML 2024A Universal Class of Sharpness-Aware Minimization Algorithms
6. ICML 2024Accelerating PDE Data Generation via Differential Operator Action in Solution Space
7. ICML 2024Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
8. ICML 2024AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
9. ICML 2024An Intrinsic Vector Heat Network
10. ICML 2024Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
11. ICML 2024AutoOS: Make Your OS More Powerful by Exploiting Large Language Models
12. ICML 2024Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
13. ICML 2024Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
14. ICML 2024Bipartite Matching in Massive Graphs: A Tight Analysis of EDCS
15. ICML 2024Box Facets and Cut Facets of Lifted Multicut Polytopes
16. ICML 2024Building Socially-Equitable Public Models
17. ICML 2024Byzantine Resilient and Fast Federated Few-Shot Learning
18. ICML 2024Can AI Assistants Know What They Don't Know?
19. ICML 2024Cell2Sentence: Teaching Large Language Models the Language of Biology
20. ICML 2024Challenges in Training PINNs: A Loss Landscape Perspective
21. ICML 2024Chasing Convex Functions with Long-term Constraints
22. ICML 2024Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference
23. ICML 2024Clifford-Steerable Convolutional Neural Networks
24. ICML 2024CoLoRA: Continuous low-rank adaptation for reduced implicit neural modeling of parameterized partial differential equations
25. ICML 2024Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
26. ICML 2024Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
27. ICML 2024Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them)
28. ICML 2024Consistent Submodular Maximization
29. ICML 2024Continuous Treatment Effects with Surrogate Outcomes
30. ICML 2024Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss
31. ICML 2024Defining Neural Network Architecture through Polytope Structures of Datasets
32. ICML 2024Dirichlet Flow Matching with Applications to DNA Sequence Design
33. ICML 2024Discovering Symmetry Breaking in Physical Systems with Relaxed Group Convolution
34. ICML 2024Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
35. ICML 2024DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
36. ICML 2024Efficient Contextual Bandits with Uninformed Feedback Graphs
37. ICML 2024Efficient Error Certification for Physics-Informed Neural Networks
38. ICML 2024Efficient Non-stationary Online Learning by Wavelets with Applications to Online Distribution Shift Adaptation
39. ICML 2024Equivariance via Minimal Frame Averaging for More Symmetries and Efficiency
40. ICML 2024Estimating Unknown Population Sizes Using the Hypergeometric Distribution
41. ICML 2024Explain Temporal Black-Box Models via Functional Decomposition
42. ICML 2024FairProof : Confidential and Certifiable Fairness for Neural Networks
43. ICML 2024Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
44. ICML 2024Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
45. ICML 2024Faster Maximum Inner Product Search in High Dimensions
46. ICML 2024Fine-grained Classes and How to Find Them
47. ICML 2024Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation
48. ICML 2024Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation
49. ICML 2024Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications
50. ICML 2024Global Reinforcement Learning : Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods

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.