Applications · chemistry physics and earth sciences papers, 2023–2026
Application area: chemistry_physics_and_earth_sciences
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 3,316 papers are tagged with this topic.
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.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 77 | 65 | 83 | 68 | 293 |
| 2024 | 276 | 160 | 164 | 80 | 680 |
| 2025 | 455 | 297 | 287 | 87 | 1,126 |
| 2026 | 299 | 373 | 441 | 104 | 1,217 |
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
680 papers, page 5 of 14
- ICLR 2024Protein Multimer Structure Prediction via Prompt Learning
- ICLR 2024RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
- ICLR 2024Removing Biases from Molecular Representations via Information Maximization
- ICLR 2024Rethinking the symmetry-preserving circuits for constrained variational quantum algorithms
- ICLR 2024Retro-fallback: retrosynthetic planning in an uncertain world
- ICLR 2024RetroBridge: Modeling Retrosynthesis with Markov Bridges
- ICLR 2024Rigid Protein-Protein Docking via Equivariant Elliptic-Paraboloid Interface Prediction
- ICLR 2024Robust Model-Based Optimization for Challenging Fitness Landscapes
- ICLR 2024Scalable and Effective Implicit Graph Neural Networks on Large Graphs
- ICLR 2024Scalable Diffusion for Materials Generation
- ICLR 2024Scalable Language Model with Generalized Continual Learning
- ICLR 2024Scalable Monotonic Neural Networks
- ICLR 2024Scaling physics-informed hard constraints with mixture-of-experts
- ICLR 2024Searching for High-Value Molecules Using Reinforcement Learning and Transformers
- ICLR 2024Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning
- ICLR 2024Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View
- ICLR 2024SineNet: Learning Temporal Dynamics in Time-Dependent Partial Differential Equations
- ICLR 2024Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
- ICLR 2024SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
- ICLR 2024Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
- ICLR 2024Space and time continuous physics simulation from partial observations
- ICLR 2024Space Group Constrained Crystal Generation
- ICLR 2024Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers
- ICLR 2024Stabilizing Backpropagation Through Time to Learn Complex Physics
- ICLR 2024Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts
- ICLR 2024Str2Str: A Score-based Framework for Zero-shot Protein Conformation Sampling
- ICLR 2024Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
- ICLR 2024Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics
- ICLR 2024Symphony: Symmetry-Equivariant Point-Centered Spherical Harmonics for 3D Molecule Generation
- ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
- ICLR 2024TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
- ICLR 2024Thin-Shell Object Manipulations With Differentiable Physics Simulations
- ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
- ICLR 2024Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
- ICLR 2024Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
- ICLR 2024Training-free Multi-objective Diffusion Model for 3D Molecule Generation
- ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
- ICLR 2024Unified Generative Modeling of 3D Molecules with Bayesian Flow Networks
- ICLR 2024Universal Humanoid Motion Representations for Physics-Based Control
- ICLR 2024Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICML 2024A fast algorithm to simulate nonlinear resistive networks
- ICML 2024A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts
- ICML 2024A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
- ICML 2024A Universal Class of Sharpness-Aware Minimization Algorithms
- ICML 2024Accelerating PDE Data Generation via Differential Operator Action in Solution Space
- ICML 2024Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models
- ICML 2024AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion
- ICML 2024An Intrinsic Vector Heat Network
- ICML 2024Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
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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.
More in Application Domains
- Applications · computer vision 2,538
- Applications · neuroscience and cognitive science 2,033
- Applications · speech and audio 1,722
- Applications · human computer interaction 1,027
- Applications · robotics 393
- Applications · health medicine 350
- Applications · security 28
- Applications · economics 19
- Applications · education 4