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

1,217 papers, page 17 of 25

801. ICML 2026Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators
802. ICML 2026Proximal Splitting Methods for Hybrid Differentiable Models
803. ICML 2026Quantifying the noise sensitivity of the Wasserstein metric for images
804. ICML 2026Ranking Time Series using a Time Warping Ideal Point Model
805. ICML 2026ReCoG: Relational and Compact Context Graph Learning for Few-shot Molecular Property Prediction
806. ICML 2026Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents
807. ICML 2026RECTOR: Masked Region-Channel-Temporal Modeling for Affective and Cognitive Representation Learning
808. ICML 2026Reduction of Probabilistic Chemical Reaction Networks
809. ICML 2026Reflective Hamiltonian Monte Carlo: Mixing Analysis and Application to Sampling on Stiefel Manifold
810. ICML 2026Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
811. ICML 2026Required Spine Optional Limbs: Heterogeneous Federated Learning via Backbone-sharing and Activation-guided Selection
812. ICML 2026Residual-Guided Multi-Resolution Refinement of Foundation Models: A Case Study in Drought Forecasting
813. ICML 2026Rethink the Role of Neural Decoders in Quantum Error Correction
814. ICML 2026Rethinking Code Complexity Through the Lens of Large Language Models
815. ICML 2026Rethinking Time-Series Imputation as Conditional Inference along Temporal Evolution
816. ICML 2026Retro-Expert: Collaborative Reasoning for Interpretable Retrosynthesis
817. ICML 2026RetrOrchestrator: A Multi-Step Retrosynthesis Agent Dynamically Orchestrating Single-Step Transition Models
818. ICML 2026Revealing Scaling Paradox in Large-scale Time Series Models: Implications for More Efficient and Accurate Forecasting
819. ICML 2026ReViT: Rotational-equivariant Vision Transformers for Neural PDE Solvers
820. ICML 2026Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning
821. ICML 2026Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers
822. ICML 2026RiboSphere: Learning Unified and Efficient Representations of RNA Structures
823. ICML 2026Riemannian Networks over Full-Rank Correlation Matrices
824. ICML 2026S$^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning
825. ICML 2026SAD-Flower: Flow Matching for Safe, Admissible, and Dynamically Consistent Planning
826. ICML 2026Safe and Scalable Web Agent Learning via Recreated Websites
827. ICML 2026Scalable Bayesian Inference for Nonlinear Conservation Laws
828. ICML 2026Scaling Laws of Global Weather Models
829. ICML 2026Scaling the Prior: Size-Consistent Geometric Diffusion for 3D Molecular Generation
830. ICML 2026SceneSmith: Agentic Generation of Simulation-Ready Indoor Scenes
831. ICML 2026Scientific logicality enriched methodology for LLM reasoning: A practice in physics
832. ICML 2026SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?
833. ICML 2026SeisMark: A Large-Scale Open Benchmark for Robust 3D Seismic Fault Detection
834. ICML 2026SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
835. ICML 2026Semi-Supervised Neural Super-Resolution for Mesh-Based Simulations
836. ICML 2026SENDAI: A Hierarchical Sparse-measurement, EfficieNt Data AssImilation Framework
837. ICML 2026Simple Algorithms for Bad Triangle Transversals with Applications to Correlation Clustering
838. ICML 2026Simple yet Effective: Low-Rank Spatial Attention for Neural Operators
839. ICML 2026SimulCost: A Cost-Aware Benchmark and Toolkit for Automating Physics Simulations with LLMs
840. ICML 2026SMART: Scalable Mesh‑free Aerodynamic Simulations from Raw Geometries using a Transformer‑based Surrogate Model
841. ICML 2026Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials
842. ICML 2026Smoothness Errors in Dynamics Models and How to Avoid Them
843. ICML 2026SmoothSpike: Spiking Transformer with Learnable Hadamard Transformation
844. ICML 2026SoftMatcha 2: A Fast and Soft Pattern Matcher for Trillion-Scale Corpora
845. ICML 2026Spatial Priors via Space Filling Curves for Small and Limited Data Vision Transformers
846. ICML 2026Spectral-Informed Neural Networks Outperform Spectral methods in High-dimensional PDEs
847. ICML 2026Speculative Sampling For Faster Molecular Dynamics
848. ICML 2026SpikingLM: Towards Fully Spiking Language Model
849. ICML 2026STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System
850. ICML 2026StarEmbed: Benchmarking Time Series Foundation Models on Astronomical Observations of Variable Stars

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.