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
3,316 papers, page 49 of 67
- CVPR 2024Physics-guided Shape-from-Template: Monocular Video Perception through Neural Surrogate Models
- CVPR 2024PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos
- CVPR 2024PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF
- CVPR 2024PolarRec: Improving Radio Interferometric Data Reconstruction Using Polar Coordinates
- CVPR 2024PoNQ: a Neural QEM-based Mesh Representation
- CVPR 2024Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
- CVPR 2024Rewrite the Stars
- CVPR 2024SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras
- CVPR 2024Selective Nonlinearities Removal from Digital Signals
- CVPR 2024SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery
- CVPR 2024SPIDeRS: Structured Polarization for Invisible Depth and Reflectance Sensing
- CVPR 2024SPIN: Simultaneous Perception Interaction and Navigation
- CVPR 2024Stationary Representations: Optimally Approximating Compatibility and Implications for Improved Model Replacements
- CVPR 2024Structure-Aware Sparse-View X-ray 3D Reconstruction
- CVPR 2024SwitchLight: Co-design of Physics-driven Architecture and Pre-training Framework for Human Portrait Relighting
- CVPR 2024Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
- CVPR 2024Towards CLIP-driven Language-free 3D Visual Grounding via 2D-3D Relational Enhancement and Consistency
- CVPR 2024TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations
- CVPR 2024UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All
- CVPR 2024Unsupervised Deep Unrolling Networks for Phase Unwrapping
- CVPR 2024URHand: Universal Relightable Hands
- CVPR 2024VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources
- CVPR 2024WHAM: Reconstructing World-grounded Humans with Accurate 3D Motion
- ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
- ICLR 2024A Foundation Model for Error Correction Codes
- ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
- ICLR 2024A Plug-and-Play Image Registration Network
- ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
- ICLR 2024Accelerated Sampling with Stacked Restricted Boltzmann Machines
- ICLR 2024Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
- ICLR 2024Active Retrosynthetic Planning Aware of Route Quality
- ICLR 2024Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
- ICLR 2024Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
- ICLR 2024AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
- ICLR 2024An operator preconditioning perspective on training in physics-informed machine learning
- ICLR 2024Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
- ICLR 2024Automatic Functional Differentiation in JAX
- ICLR 2024Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
- ICLR 2024Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
- ICLR 2024BENO: Boundary-embedded Neural Operators for Elliptic PDEs
- ICLR 2024Better Neural PDE Solvers Through Data-Free Mesh Movers
- ICLR 2024BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
- ICLR 2024BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
- ICLR 2024CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
- ICLR 2024CellPLM: Pre-training of Cell Language Model Beyond Single Cells
- ICLR 2024ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
- ICLR 2024Complete and Efficient Graph Transformers for Crystal Material Property Prediction
- ICLR 2024Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
- ICLR 2024Compositional Generative Inverse Design
- ICLR 2024Constrained Bi-Level Optimization: Proximal Lagrangian Value Function Approach and Hessian-free Algorithm
Ask about this trend from Claude or Cursor
Connect the Paperlist MCP and your assistant can pull the numbers on this page while you draft a survey, pick a direction or plan a submission: papers per year and venue, growth, the fastest-rising sub-themes and representative papers, shaped around your question.
Copy this prompt into your assistant
Use paperlist to show how Applications · chemistry physics and earth sciences papers grew at NeurIPS from 2023 to 2026, and which year jumped the most.
Tool the assistant calls: get_topic_stats {"topic": "app-chemistry-physics-and-earth-sciences"}
Set up Paperlist MCP in two minutes (Claude Code, Cursor, Codex, ChatGPT)
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