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

895 papers, page 14 of 18

651. ICLR 2025Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
652. ICLR 2025TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
653. ICLR 2025Text2PDE: Latent Diffusion Models for Accessible Physics Simulation
654. ICLR 2025The impact of allocation strategies in subset learning on the expressive power of neural networks
655. ICLR 2025The OMG dataset: An Open MetaGenomic corpus for mixed-modality genomic language modeling
656. ICLR 2025Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
657. ICLR 2025Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
658. ICLR 2025TRENDy: Temporal Regression of Effective Nonlinear Dynamics
659. ICLR 2025TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation
660. ICLR 2025Underdamped Diffusion Bridges with Applications to Sampling
661. ICLR 2025Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
662. ICLR 2025UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
663. ICLR 2025Unlocking Guidance for Discrete State-Space Diffusion and Flow Models
664. ICLR 2025VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology
665. ICLR 2025Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures
666. ICLR 2025Wavelet Diffusion Neural Operator
667. ICLR 2025WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning
668. ICLR 2025Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
669. ICLR 2025What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
670. ICLR 2025Zero-shot forecasting of chaotic systems
671. ICLR 2024A differentiable brain simulator bridging brain simulation and brain-inspired computing
672. ICLR 2024A Foundation Model for Error Correction Codes
673. ICLR 2024A Lie Group Approach to Riemannian Batch Normalization
674. ICLR 2024A Plug-and-Play Image Registration Network
675. ICLR 2024A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks
676. ICLR 2024Accelerated Sampling with Stacked Restricted Boltzmann Machines
677. ICLR 2024Accelerating Data Generation for Neural Operators via Krylov Subspace Recycling
678. ICLR 2024Active Retrosynthetic Planning Aware of Route Quality
679. ICLR 2024Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
680. ICLR 2024Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs
681. ICLR 2024AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
682. ICLR 2024An operator preconditioning perspective on training in physics-informed machine learning
683. ICLR 2024Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
684. ICLR 2024Automatic Functional Differentiation in JAX
685. ICLR 2024Bayesian Bi-clustering of Neural Spiking Activity with Latent Structures
686. ICLR 2024Beam Enumeration: Probabilistic Explainability For Sample Efficient Self-conditioned Molecular Design
687. ICLR 2024BENO: Boundary-embedded Neural Operators for Elliptic PDEs
688. ICLR 2024Better Neural PDE Solvers Through Data-Free Mesh Movers
689. ICLR 2024BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs
690. ICLR 2024BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
691. ICLR 2024CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
692. ICLR 2024CellPLM: Pre-training of Cell Language Model Beyond Single Cells
693. ICLR 2024ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs
694. ICLR 2024Complete and Efficient Graph Transformers for Crystal Material Property Prediction
695. ICLR 2024Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
696. ICLR 2024Compositional Generative Inverse Design
697. ICLR 2024Constrained Bi-Level Optimization: Proximal Lagrangian Value Function Approach and Hessian-free Algorithm
698. ICLR 2024Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
699. ICLR 2024Conversational Drug Editing Using Retrieval and Domain Feedback
700. ICLR 2024Critical Learning Periods Emerge Even in Deep Linear Networks

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.