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

1,126 papers, page 18 of 23

851. NeurIPS 2025GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI
852. NeurIPS 2025GOATex: Geometry & Occlusion-Aware Texturing
853. NeurIPS 2025Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective
854. NeurIPS 2025Graph-based Symbolic Regression with Invariance and Constraint Encoding
855. NeurIPS 2025GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification
856. NeurIPS 2025Guided Diffusion Sampling on Function Spaces with Applications to PDEs
857. NeurIPS 2025GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
858. NeurIPS 2025Hamiltonian Neural PDE Solvers through Functional Approximation
859. NeurIPS 2025Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
860. NeurIPS 2025HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate Class
861. NeurIPS 2025Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis
862. NeurIPS 2025Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
863. NeurIPS 2025Hierarchical Implicit Neural Emulators
864. NeurIPS 2025High Resolution UDF Meshing via Iterative Networks
865. NeurIPS 2025High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction
866. NeurIPS 2025HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell data
867. NeurIPS 2025Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting
868. NeurIPS 2025HumanCrafter: Synergizing Generalizable Human Reconstruction and Semantic 3D Segmentation
869. NeurIPS 2025Hybrid Boundary Physics-Informed Neural Networks for Solving Navier-Stokes Equations with Complex Boundary
870. NeurIPS 2025Hybrid Latent Representations for PDE Emulation
871. NeurIPS 2025Hyper-Modality Enhancement for Multimodal Sentiment Analysis with Missing Modalities
872. NeurIPS 2025HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions
873. NeurIPS 2025HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis
874. NeurIPS 2025I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions
875. NeurIPS 2025IDOL: Meeting Diverse Distribution Shifts with Prior Physics for Tropical Cyclone Multi-Task Estimation
876. NeurIPS 2025Image Stitching in Adverse Condition: A Bidirectional-Consistency Learning Framework and Benchmark
877. NeurIPS 2025Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing
878. NeurIPS 2025Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation Clustering
879. NeurIPS 2025Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
880. NeurIPS 2025Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization
881. NeurIPS 2025Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking
882. NeurIPS 2025INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
883. NeurIPS 2025InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction Model
884. NeurIPS 2025Integrating Drug Substructures and Longitudinal Electronic Health Records for Personalized Drug Recommendation
885. NeurIPS 2025Integration Matters for Learning PDEs with Backwards SDEs
886. NeurIPS 2025Interpreting Emergent Features in Deep Learning-based Side-channel Analysis
887. NeurIPS 2025IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
888. NeurIPS 2025JADE: Joint Alignment and Deep Embedding for Multi-Slice Spatial Transcriptomics
889. NeurIPS 2025Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
890. NeurIPS 2025Just One Layer Norm Guarantees Stable Extrapolation
891. NeurIPS 2025Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
892. NeurIPS 2025KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge
893. NeurIPS 2025KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills
894. NeurIPS 2025LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
895. NeurIPS 2025Lattice Boltzmann Model for Learning Real-World Pixel Dynamicity
896. NeurIPS 2025LawShift: Benchmarking Legal Judgment Prediction Under Statute Shifts
897. NeurIPS 2025Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
898. NeurIPS 2025Learning 3D Persistent Embodied World Models
899. NeurIPS 2025Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural Networks
900. NeurIPS 2025Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting

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.