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 6 of 67

251. ICLR 2026GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
252. ICLR 2026GALAX: Graph-Augmented Language Model for Explainable Reinforcement-Guided Subgraph Reasoning in Precision Medicine
253. ICLR 2026GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care
254. ICLR 2026GenCP: Towards Generative Modeling Paradigm of Coupled physics
255. ICLR 2026Generalized Spherical Neural Operators: Green’s Function Formulation
256. ICLR 2026Genomic Foundationless Models: Pretraining Does Not Promise Performance
257. ICLR 2026GeoFAR: Geography-Informed Frequency-Aware Super-Resolution for Climate Data
258. ICLR 2026Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
259. ICLR 2026Geometric Graph Neural Diffusion for Stable Molecular Dynamics
260. ICLR 2026Glance and Focus Reinforcement for Pan-cancer Screening
261. ICLR 2026Global and Local Topology-Aware Graph Generation via Dual Conditioning Diffusion
262. ICLR 2026Go Beyond Earth: Understanding Human Actions and Scenes in Microgravity Environments
263. ICLR 2026Goal Reaching with Eikonal-Constrained Hierarchical Quasimetric Reinforcement Learning
264. ICLR 2026GoR: A Unified and Extensible Generative Framework for Ordinal Regression
265. ICLR 2026GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
266. ICLR 2026Graph Diffusion Transformers are In-Context Molecular Designers
267. ICLR 2026Greater than the Sum of Its Parts: Building Substructure into Protein Encoding Models
268. ICLR 2026Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
269. ICLR 2026h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network
270. ICLR 2026HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
271. ICLR 2026HDR-NSFF: High Dynamic Range Neural Scene Flow Fields
272. ICLR 2026HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data
273. ICLR 2026High-dimensional Mean-Field Games by Particle-based Flow Matching
274. ICLR 2026HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
275. ICLR 2026HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
276. ICLR 2026HSG-12M: A Large-Scale Benchmark of Spatial Multigraphs from the Energy Spectra of Non-Hermitian Crystals
277. ICLR 2026I2Mole: Interaction-aware Invariant Molecular Learning For Generalizable Property Prediction
278. ICLR 2026ICYM2I: The illusion of multimodal informativeness under missingness
279. ICLR 2026Improving Extreme Wind Prediction with Frequency-Informed Learning
280. ICLR 2026Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
281. ICLR 2026Incomplete Data, Complete Dynamics: A Diffusion Approach
282. ICLR 2026Independence Test for Linear Non-Gaussian Data and Applications in Causal Discovery
283. ICLR 2026Information Shapes Koopman Representation
284. ICLR 2026InputDSA: Demixing, then comparing recurrent and externally driven dynamics
285. ICLR 2026Interpolation-Based Conditioning of Flow Matching Models for Bioisosteric Ligand Design
286. ICLR 2026IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra
287. ICLR 2026Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting
288. ICLR 2026Iterative Distillation for Reward-Guided Fine-Tuning of Diffusion Models in Biomolecular Design
289. ICLR 2026Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
290. ICLR 2026Joint Adaptation of Uni-modal Foundation Models for Multi-modal Alzheimer's Disease Diagnosis
291. ICLR 2026K²-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control
292. ICLR 2026KANO: Kolmogorov-Arnold Neural Operator
293. ICLR 2026KGOT: Unified Knowledge Graph and Optimal Transport Pseudo-Labeling for Molecule-Protein Interaction Prediction
294. ICLR 2026Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine
295. ICLR 2026La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching
296. ICLR 2026Large Depth Completion Model from Sparse Observations
297. ICLR 2026LD-EnSF: Synergizing Latent Dynamics with Ensemble Score Filters for Fast Data Assimilation with Sparse Observations
298. ICLR 2026Learning Collective Variables from BioEmu with Time-Lagged Generation
299. ICLR 2026Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge
300. ICLR 2026Learning Distributions over Permutations and Rankings with Factorized Representations

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.