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 40 of 67

1951. NeurIPS 2025Causal Climate Emulation with Bayesian Filtering
1952. NeurIPS 2025CheMixHub: Datasets and Benchmarks for Chemical Mixture Property Prediction
1953. NeurIPS 2025ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
1954. NeurIPS 2025ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models
1955. NeurIPS 2025ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction
1956. NeurIPS 2025CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering
1957. NeurIPS 2025CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
1958. NeurIPS 2025Clustering via Hedonic Games: New Concepts and Algorithms
1959. NeurIPS 2025Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
1960. NeurIPS 2025Codifying Character Logic in Role-Playing
1961. NeurIPS 2025Collapsing Taylor Mode Automatic Differentiation
1962. NeurIPS 2025Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
1963. NeurIPS 2025Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
1964. NeurIPS 2025Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
1965. NeurIPS 2025Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms
1966. NeurIPS 2025Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
1967. NeurIPS 2025Consistency of Physics-Informed Neural Networks for Second-Order Elliptic Equations
1968. NeurIPS 2025Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
1969. NeurIPS 2025ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
1970. NeurIPS 2025Continuous Simplicial Neural Networks
1971. NeurIPS 2025CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
1972. NeurIPS 2025Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
1973. NeurIPS 2025Covariate-moderated Empirical Bayes Matrix Factorization
1974. NeurIPS 2025CrypticBio: A Large Multimodal Dataset for Visually Confusing Species
1975. NeurIPS 2025Curly Flow Matching for Learning Non-gradient Field Dynamics
1976. NeurIPS 2025Dataset Distillation of 3D Point Clouds via Distribution Matching
1977. NeurIPS 2025DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
1978. NeurIPS 2025Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
1979. NeurIPS 2025DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
1980. NeurIPS 2025Deep Legendre Transform
1981. NeurIPS 2025DeepHalo: A Neural Choice Model with Controllable Context Effects
1982. NeurIPS 2025DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
1983. NeurIPS 2025Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
1984. NeurIPS 2025Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
1985. NeurIPS 2025Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
1986. NeurIPS 2025Detecting Data Deviations in Electronic Health Records
1987. NeurIPS 2025DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
1988. NeurIPS 2025DGH: Dynamic Gaussian Hair
1989. NeurIPS 2025Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
1990. NeurIPS 2025DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
1991. NeurIPS 2025Discovering Compositional Hallucinations in LVLMs
1992. NeurIPS 2025Discovering Symbolic Partial Differential Equation by Abductive Learning
1993. NeurIPS 2025Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
1994. NeurIPS 2025Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling
1995. NeurIPS 2025Distributional Adversarial Attacks and Training in Deep Hedging
1996. NeurIPS 2025Document Summarization with Conformal Importance Guarantees
1997. NeurIPS 2025Don’t Give Up on Democratizing AI for the Wrong Reasons
1998. NeurIPS 2025DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments
1999. NeurIPS 2025DQVis Dataset: Natural Language to Biomedical Visualization
2000. NeurIPS 2025DreamLight: Towards Harmonious and Consistent Image Relighting

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.