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

68 papers, page 1 of 2

1. CVPR 20233D Human Pose Estimation via Intuitive Physics
2. CVPR 20233D Line Mapping Revisited
3. CVPR 2023A Bag-of-Prototypes Representation for Dataset-Level Applications
4. CVPR 2023A Large-Scale Homography Benchmark
5. CVPR 2023ABLE-NeRF: Attention-Based Rendering With Learnable Embeddings for Neural Radiance Field
6. CVPR 2023Accelerated Coordinate Encoding: Learning to Relocalize in Minutes Using RGB and Poses
7. CVPR 2023Analyzing Physical Impacts Using Transient Surface Wave Imaging
8. CVPR 2023Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
9. CVPR 2023BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion
10. CVPR 2023Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation
11. CVPR 2023Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
12. CVPR 2023Compressing Volumetric Radiance Fields to 1 MB
13. CVPR 2023Computationally Budgeted Continual Learning: What Does Matter?
14. CVPR 2023Curricular Contrastive Regularization for Physics-Aware Single Image Dehazing
15. CVPR 2023D2Former: Jointly Learning Hierarchical Detectors and Contextual Descriptors via Agent-Based Transformers
16. CVPR 2023Deep Semi-Supervised Metric Learning With Mixed Label Propagation
17. CVPR 2023DynamicStereo: Consistent Dynamic Depth From Stereo Videos
18. CVPR 2023EDICT: Exact Diffusion Inversion via Coupled Transformations
19. CVPR 2023Efficient Robust Principal Component Analysis via Block Krylov Iteration and CUR Decomposition
20. CVPR 2023Enhancing Deformable Local Features by Jointly Learning To Detect and Describe Keypoints
21. CVPR 2023Exploring and Exploiting Uncertainty for Incomplete Multi-View Classification
22. CVPR 2023FitMe: Deep Photorealistic 3D Morphable Model Avatars
23. CVPR 2023Frame Interpolation Transformer and Uncertainty Guidance
24. CVPR 2023GarmentTracking: Category-Level Garment Pose Tracking
25. CVPR 2023Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention
26. CVPR 2023I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs
27. CVPR 2023Imitation Learning As State Matching via Differentiable Physics
28. CVPR 2023Implicit View-Time Interpolation of Stereo Videos Using Multi-Plane Disparities and Non-Uniform Coordinates
29. CVPR 2023Interactive Segmentation of Radiance Fields
30. CVPR 2023Learning a Depth Covariance Function
31. CVPR 2023Learning Visibility Field for Detailed 3D Human Reconstruction and Relighting
32. CVPR 2023Light Source Separation and Intrinsic Image Decomposition Under AC Illumination
33. CVPR 2023Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
34. CVPR 2023Marching-Primitives: Shape Abstraction From Signed Distance Function
35. CVPR 2023Mask-Guided Matting in the Wild
36. CVPR 2023Megahertz Light Steering Without Moving Parts
37. CVPR 2023Multiclass Confidence and Localization Calibration for Object Detection
38. CVPR 2023NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid
39. CVPR 2023Neural Fields Meet Explicit Geometric Representations for Inverse Rendering of Urban Scenes
40. CVPR 2023Neural Kaleidoscopic Space Sculpting
41. CVPR 2023NIPQ: Noise Proxy-Based Integrated Pseudo-Quantization
42. CVPR 2023NLOST: Non-Line-of-Sight Imaging With Transformer
43. CVPR 2023Non-Line-of-Sight Imaging With Signal Superresolution Network
44. CVPR 2023Object Pop-Up: Can We Infer 3D Objects and Their Poses From Human Interactions Alone?
45. CVPR 2023One-Stage 3D Whole-Body Mesh Recovery With Component Aware Transformer
46. CVPR 2023ORCa: Glossy Objects As Radiance-Field Cameras
47. CVPR 2023Perception and Semantic Aware Regularization for Sequential Confidence Calibration
48. CVPR 2023Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos
49. CVPR 2023Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography
50. CVPR 2023PointAvatar: Deformable Point-Based Head Avatars From Videos

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.