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

3,316 papers, page 44 of 67

2151. NeurIPS 2025MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details
2152. NeurIPS 2025Monotone and Separable Set Functions: Characterizations and Neural Models
2153. NeurIPS 2025Motion4D: Learning 3D-Consistent Motion and Semantics for 4D Scene Understanding
2154. NeurIPS 2025MPMAvatar: Learning 3D Gaussian Avatars with Accurate and Robust Physics-Based Dynamics
2155. NeurIPS 2025MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
2156. NeurIPS 2025Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
2157. NeurIPS 2025Multiresolution Analysis and Statistical Thresholding on Dynamic Networks
2158. NeurIPS 2025Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data
2159. NeurIPS 2025Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data
2160. NeurIPS 2025Neural Green’s Functions
2161. NeurIPS 2025Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
2162. NeurIPS 2025Neuro-Spectral Architectures for Causal Physics-Informed Networks
2163. NeurIPS 2025New Parallel and Streaming Algorithms for Directed Densest Subgraph
2164. NeurIPS 2025Non-Line-of-Sight 3D Reconstruction with Radar
2165. NeurIPS 2025NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
2166. NeurIPS 2025OceanBench: A Benchmark for Data-Driven Global Ocean Forecasting systems
2167. NeurIPS 2025OligoGym: Curated Datasets and Benchmarks for Oligonucleotide Drug Discovery
2168. NeurIPS 2025OmniGaze: Reward-inspired Generalizable Gaze Estimation in the Wild
2169. NeurIPS 2025OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom Interpolation
2170. NeurIPS 2025One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
2171. NeurIPS 2025One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
2172. NeurIPS 2025Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
2173. NeurIPS 2025Open-Vocabulary Part Segmentation via Progressive and Boundary-Aware Strategy
2174. NeurIPS 2025Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
2175. NeurIPS 2025Optimized Minimal 3D Gaussian Splatting
2176. NeurIPS 2025Orient Anything V2: Unifying Orientation and Rotation Understanding
2177. NeurIPS 2025OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
2178. NeurIPS 2025OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
2179. NeurIPS 2025PALQO: Physics-informed model for Accelerating Large-scale Quantum Optimization
2180. NeurIPS 2025PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
2181. NeurIPS 2025PanTS: The Pancreatic Tumor Segmentation Dataset
2182. NeurIPS 2025Partial Physics Informed Diffusion Model for Ocean Chlorophyll Concentration Reconstruction
2183. NeurIPS 2025PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
2184. NeurIPS 2025PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis
2185. NeurIPS 2025Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
2186. NeurIPS 2025PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
2187. NeurIPS 2025PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
2188. NeurIPS 2025PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
2189. NeurIPS 2025PhySense: Sensor Placement Optimization for Accurate Physics Sensing
2190. NeurIPS 2025Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
2191. NeurIPS 2025Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints
2192. NeurIPS 2025Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection
2193. NeurIPS 2025Physics-informed machine learning with domain decomposition and global dynamics for three-dimensional intersecting flows
2194. NeurIPS 2025Physics-informed Neural Operator for Pansharpening
2195. NeurIPS 2025Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers
2196. NeurIPS 2025Physics-informed Value Learner for Offline Goal-Conditioned Reinforcement Learning
2197. NeurIPS 2025PhySwin: An Efficient and Physically-Informed Foundation Model for Multispectral Earth Observation
2198. NeurIPS 2025PINN Balls: Scaling Second-Order Methods for PINNs with Domain Decomposition and Adaptive Sampling
2199. NeurIPS 2025PINNs with Learnable Quadrature
2200. NeurIPS 2025PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series in Typhoon Forecasting

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.